Continuous flow separations in microfluidic devices

Size: px
Start display at page:

Download "Continuous flow separations in microfluidic devices"

Transcription

1 CRITICAL REVIEW Lab on a Chip Continuous flow separations in microfluidic devices Nicole Pamme Received 20th August 2007, Accepted 2nd October 2007 First published as an Advance Article on the web 2nd November 2007 DOI: /b712784g Biochemical sample mixtures are commonly separated in batch processes, such as filtration, centrifugation, chromatography or electrophoresis. In recent years, however, many research groups have demonstrated continuous flow separation methods in microfluidic devices. Such separation methods are characterised by continuous injection, real-time monitoring, as well as continuous collection, which makes them ideal for combination with upstream and downstream applications. Importantly, in continuous flow separation the sample components are deflected from the main direction of flow, either by means of a force field (electric, magnetic, acoustic, optical etc.), or by intelligent positioning of obstacles in combination with laminar flow profiles. Sample components susceptible to deflection can be spatially separated. A large variety of methods has been reported, some of these are miniaturised versions of larger scale methods, others are only possible in microfluidic regimes. Researchers now have a diverse toolbox to choose from and it is likely that continuous flow methods will play an important role in future point-of-care or in-the-field analysis devices. Introduction The development of microfluidic devices for analytical and bioanalytical chemistry has, in the last two decades, led to ground breaking advances in terms of the speed of analyses, the resolution of separations and the automation of procedures. 1 3 Microfluidic chips have proven ideal tools to precisely handle small volumes of samples, such as proteins or DNA solutions, as well as cell suspensions. 4,5 Additionally, microfluidic devices can form part of portable systems for point-of-care or in-the-field detection. In such micro total analysis systems (microtas) an entire analytical procedure can be performed, including sample pre-treatment, labelling reactions, separation, downstream reactions and detection. However, to date this ideal case has seldom been realised. One notable challenge is certainly the fact that on-chip separations are usually carried out as batch procedures, requiring the precise injection of a very small amount of sample (nl or less) into a separation channel for chromatography or electrophoresis (Fig. 1a). An exciting development within the microfluidics community has been the investigation of continuous flow separation methods (Fig. 1b). This concept has gained momentum in The University of Hull, Department of Chemistry, Cottingham Road, Hull, UK HU6 7RX. n.pamme@hull.ac.uk; Fax: ; Tel: Nicole Pamme obtained a Diploma in Chemistry from the University of Marburg, Germany, in For her PhD she went to Imperial College London, where she worked on single particle analysis in microfluidic chips until This was followed by a stay in Tsukuba, Japan as an independent research fellow in the International Centre for Young Scientists (ICYS) at the National Institute for Nicole Pamme Materials Science (NIMS). In December 2005 she took up a lectureship position at the University of Hull (UK). Her current research interests include continuous flow separation in microfluidic devices based on magnetic forces. Fig. 1 (a) A typical batch separation procedure entails the injection of a small amount of sample into a separation column and detection after the separation has been completed, often followed by repeats to optimise separation parameters. (b) A typical continuous flow separation procedure: sample is injected continuously together with a carrier liquid into a wide separation chamber, a force acts at an angle to the direction of flow and sample components are deflected from their flow path and thus spatially separated. Separation efficiency can be monitored in real-time and separation parameters can be varied to optimise conditions Lab Chip, 2007, 7, This journal is ß The Royal Society of Chemistry 2007

2 recent years. Here, the sample is fed into a separation chamber continuously and subjected to a force at an angle, often perpendicular, to the direction of flow. The sample components respond differently to this force and are thus deflected from the direction of flow and can be collected at different outlets. Researchers have tried a wide variety of forces to fractionate sample components. These include the application of electric or magnetic fields, as well as standing ultrasonic waves and/or the intelligent design of flow obstacles. Some of these methods are miniaturised versions of pre-existing larger scale procedures, although with the added advantage of favourable scaling laws. Other continuous flow separation techniques, however, are only possible on the microfluidic scale. In this review, the various microfluidic based continuous flow separation methods are described and compared in terms of performance and applicability. Motivation for continuous flow separation The separation of sample components is an important part of any chemical or biochemical analysis. Common separation processes include filtration and centrifugation and most prominently, forms of chromatography and electrophoresis. All these methods can be classified as batch procedures, since in each case a particular volume of sample undergoes a separation process and separation time is plotted versus signal (see Fig. 1a). The efficiency is evaluated after the separation has finished. More often than not, the separation conditions, such as flow speed, carrier liquid composition or instrumental parameters are not ideal and the sample injection and separation has to be repeated several times before optimal conditions have been found. Not only is this rather labour and time intensive, it also poses challenges for the combination of the separation step with upstream or downstream applications. The general principle of a continuous flow separation is shown in Fig. 1b. One of the key features is the fact that a sample solution is introduced into the separation channel continuously. It is not necessary to inject a small and precise amount of sample, as in chromatography or electrophoresis. A force acts on the sample components at an angle to the direction of flow, often perpendicular, resulting in the sample components taking different paths through the separation channel and thus being spatially separated. Signal is detected versus position. This allows for both continuous feedback for the separation parameters and for continuous collection of sample components. The advantageous or characteristic features of continuous flow separation can be summarised as follows: (a) Continuous introduction of sample Precise injection of small sample plugs is not required. A relatively high throughput of sample can be achieved, although, given the miniaturised nature of the channels, volume throughput rarely exceeds ml min 21. Another aspect of continuous injection is that there is no capacity limit for the separation column; in principle any volume of sample can be processed. (b) Continuous readout of separation efficiency Since the separation can be monitored continuously, changes to the separation parameters can be implemented and their effects observed in real-time enabling on-line feedback. Often parameters for the fluid flow and the induced force can be changed independently from each other. (c) Lateral separation of sample components The sample components are spread out orthogonally to the direction of flow and can be continuously and independently collected. Devices may have two outlets or multiple outlet channels. In principle, it is possible to guide a desired sample component for further processing downstream, whilst discarding all other components. Alternatively, a sample can be purified of undesired components and then used for downstream applications. (d) Potential for integration Since the sample is introduced continuously and the sample components are collected continuously, separation methods can be integrated relatively easily with upstream or downstream analysis steps. In other words, separation can be performed in-line with other continuous flow processes, such as continuous flow reactions. There is no large increase in resistance due to a filter. (e) Label-free Separation is often based on intrinsic properties of the sample components, such as their size, charge or their polarisability. In such cases, no labelling of sample components is required. In the literature, the term continuous flow separation is sometimes used in different contexts. Separation often appears in the context of trapping or holding a sample component in a fixed position against a continuing fluid flow. For example, magnetic particles can be held within a channel by means of an external magnet, or a sample component can become immobilised within a channel packing. Although these methods are carried out under a continuous flow of carrier fluid, the sample components themselves are not collected continuously, and hence these methods are not reviewed here. The term continuous flow separation is also sometimes used for liquid liquid phase extraction 6,7 or for two-phase partitioning. 8,9 In these methods the separation is not based on a specific force applied at an angle to the direction of flow. Instead, sample components diffuse from one phase to the other and remain in their preferred phase. Such phase extraction methods are also not covered here. A list of many of the on-chip continuous flow separation methods that are covered in this review is featured in Table 1. The large variety of forces that can be applied becomes clear immediately. Some methods are very simple, others require more sophisticated equipment. Examples of more simple methods include pinched flow injection, hydrodynamic filtration or bifurcation, which make use of laminar flow behaviour in microfluidic channels. Microfabricated obstacles, such as pillars or dams, have been applied for controlled size This journal is ß The Royal Society of Chemistry 2007 Lab Chip, 2007, 7,

3 Table 1 Listing of continuous flow separation methods with details of the forces utilised, the basis of separation and the applicable samples. The data for flow rates and throughput were taken from the selected reference, if provided Method Separation induced by Separation based on Sample Flow rate/throughput Ref. Pinched flow fractionation Laminar flow regime Size Microparticles, cells 70 cm s particles h 21 Hydrodynamic filtration Laminar flow regime Size Microparticles 1 mm s s particles h 21 Bifucation Laminar flow Size, shape Blood 5 ml h mm s 21 Filtration obstacles Diffusion and obstacles Size Blood 5 12 ml min mm s 21 Lateral displacement Obstacle array Size Particles (0.8, 0.9, 1.0 mm) 20 mm s 21 (DNA) 24 DNA (61 kbp, 158 kbp) 100 pg h 21 (DNA) Brownian ratchet Diffusion and obstacles Size DNA 2 mm s pg h 21 Hydrophoretic separation DNA prism Pressure gradient from slanted obstacles Obstacle array and electric field Size Microparticles 1 to 3 cm s s beads h 21 Size DNA 10 ng h Entropic trap array Dams and electric field Size DNA 10 pg h Repulsion array Dams, electric double layers Charge to size ratio Proteins 300 pg h Free-flow electrophoresis Homogeneous electric field Charge to size ratio Proteins, amino acids 6 mm s Free-flow isoelectric focussing ph gradient Isoelectric point Proteins and cells 9 mm s Magnetophoresis Inhomogeneous magnetic field Size, magnetisation Magnetic particles, cells up to 1.2 mm s s cells h 21 Dielectrophoresis Inhomogeneous electric field Size, polarisability Microparticles, cells up to 4 mm s s cells h 21 Acoustophoresis Acoustic pressure Size, density, compressibility Microparticles, cells 11 cm s Optical lattice Optical force Size, refractive index Microparticles, cells 30 mm s particles h 21 Sedimentation Gravity Density, size Microparticles, droplets 6 mm s 21 slowed to 1 mm s separations, sometimes in connection with electric fields, such as in the DNA prism. Free-flow separation methods, such as electrophoresis, isoelectric focussing, magnetophoresis, dielectrophoresis and acoustophoresis, are based on homogeneous electric fields, ph gradients, inhomogeneous magnetic fields, inhomogeneous electric fields or acoustic standing waves, respectively. Other examples of applied forces include gravity and optical pressure. The force utilised dictates the type of sample that can be separated. The different separation methods are discussed in detail below, arranged by type of separation force. Channel design and flow rates Flow regimes in microfluidic devices are predominantly laminar. With an appropriate microfluidic design and control of hydrodynamic flow, it is possible to force microparticles or cells into specific flow stream lines and to separate these objects. Pinched flow fractionation Pinched flow fractionation (Fig. 2), developed by Seki and Yamada, 10 allows for separation of particles and cells based on their size. Two laminar streams are pumped through a narrow channel section before entering a widening channel. The sample stream contains a particle suspension; the carrier stream contains a buffer solution. The flow rate of the carrier stream is higher than that of the sample stream, and hence the microparticles are pushed against the wall in the pinched channel segment. Small particles find themselves in a flow stream close to the wall; larger particles have their centre of gravity further away from the wall, it might even be outside the original sample stream and instead within the carrier stream Lab Chip, 2007, 7, This journal is ß The Royal Society of Chemistry 2007

4 based on particle size, no labelling is required and throughput (see Table 1) can be s particles per hour. The dimensions of the pinched segment have implications for the applicable size range, and a significant amount of fine tuning has been necessary for the separation of sub-micron particles Hydrodynamic filtration Fig. 2 The principle of pinched flow fractionation for the separation of microparticles or cells, based on laminar flow behaviour and negligible diffusion of the particles. A buffer stream and a particle carrying stream are forced through a narrow, pinched channel segment before entering a widening channel. Due to the higher flow rate of the buffer stream, the particles are pushed against the wall of the pinched segment and are thus transported into specific laminar flow streams based on their size. This difference is enhanced as the particles enter the widening channel. Redrawn with permission from ref. 10, copyright 2004, American Chemical Society. When the fluid enters the widening channel, the laminar flow carries the two particle populations along different stream lines. The particles are thus separated across the width of the wide channel. If required, they can be collected further downstream. Initially, the separation of 15 mm and 30 mm polymer particles was demonstrated through a pinched segment of about 50 mm width. 10 Subsequently, the method was modified to improve performance. Outlet channels were added and negative pressure was applied to one outlet. 11 Most of the carrier liquid was forced to leave via this outlet, whereas the remaining flow streams could fan out more over the remaining exits. This enabled the separation of 1 mm and 2 mm particles. This device was also applied to the focussing of red blood cells. In another design, flow into the outlet channels was controlled by addition of a valve, 12 which enabled the separation of 1 mm, 2 mm and 3 mm diameter particles from each other, as well as the separation of 0.5 mm and 0.8 mm particles. A similar concept was also published by Zhang et al.; 13 their design featured three inlet channels leading into a bent and asymmetrically widening separation channel. By varying the ratio of sample and buffer flow rates, microparticles could be forced onto a specific flow stream. Any differences in initial alignment were then enhanced by the flow profile within the bent channel. 10 mm and 25 mm particles were separated from each other. Pinched flow fractionation is based on laminar flow and channel geometry, and is suitable for the separation of polymer particles of micrometre and sub-micrometre 12 diameters as well as for biological cells. 11 The separation is Hydrodynamic filtration is based on channel design and flow control and can be utilised for the sorting of micrometre sized particles. 14,15 The microfluidic design features a main channel with multiple narrow channels branching to the sides (Fig. 3). Fluid is pumped along the main channel, so that some liquid exits via the branch outlets. The amount of liquid leaving the main channel depends on the flow resistance of these side channels. When a mixture of particles is pushed through the main channel it is important to note that smaller particles can occupy flow streams much closer to the channel wall than larger particles, simply because the centre of a particle cannot come closer to the wall than its radius. In Fig. 3a, a situation is shown where none of the particles can reach a flow stream close enough to the wall to enter a side channel. Due to the constant removal of liquid into the side channels, all particles eventually become aligned against the wall of the main channel, but they cannot enter the side channels. In Fig. 3b, the flow resistance of the side channels is reduced and more fluid can enter. Now, the centre of a small particle can be positioned within a stream line that enters the side channel, whereas the centre of a larger particle is still too far away from Fig. 3 The principle of hydrodynamic filtration: (a) only a small portion of flow enters the branching channel and neither large nor small particles can be in a flow stream close enough to the wall of the main channel to enter the side channel. However, after passing a series of such branching channels, more and more fluid is removed from the main channel and the particles are gradually aligned against the main channel wall. (b) With more flow entering the side channels, the small particles can now be close enough to the wall of the main channel to be in a flow stream that enters the side channel. Large particles cannot enter the branch channels. However, after passing several branch points they become aligned against the main channel wall. (c) Finally, if a relatively large portion of the flow enters the side channels, both small and large particles can enter the side channels. (d) Design of hydrodynamic filtration channel network for enrichment of small and large particles. Redrawn with permission from ref. 14, copyright 2005, Royal Society of Chemistry. This journal is ß The Royal Society of Chemistry 2007 Lab Chip, 2007, 7,

5 the wall and hence larger particles are forced to flow straight on. Any particles that are initially far away from the channel wall will be brought closer to the wall each time they pass an outlet branch, until eventually they are aligned along the wall. Finally, if the flow into the side channels is increased further (Fig. 3c), both large and small particles can enter the branches. Using such a channel network, particles of different sizes can be aligned against the main channel wall and collected into different side channels (Fig. 3d). In a first demonstration, 14 a suspension of polymer particles of 1 mm and 3 mm diameter was pumped through a 20 mm wide and 7 mm deep channel featuring 50 side channels at a flow rate of 1 ml min 21. The particles were collected in different outlets and could be concentrated 20-fold and 50-fold. Different channel network designs were utilised for the concentration of 1 mm and 2 mm particles and for leukocyte enrichment, respectively. The design was further improved by splitting and re-combining flows 15 for more efficient aligning of particles against the main channel wall. Particles of 1 mm, 2 mm and 3 mm diameter were collected into different outlet reservoirs and their concentrations were increased 60-fold to 80-fold. Although this method does not allow for 100% separation efficiency, it is a very effective way of enriching particle concentrations according to size. Flow rates are fast (ca. 10 cm s 21 ), and throughput can be s particles per hour. The separation is determined purely by channel geometry, minimal tuning is required after microfabrication and the devices are thus simple to operate. Hydrodynamic blood separation Blood circulation in microcapillaries shows an intriguing behaviour which can be utilised in microfluidic devices for blood separation in continuous flow. Red blood cells have a tendency to flow in the centre of the stream, blood at the edge of the channel is thus depleted in erythrocytes and this can be withdrawn continuously to obtain plasma with a low red blood cell concentration (hematocrit). 16 When blood encounters a channel junction, the red blood cells have a tendency to flow into the branch with the faster flow rate; this channel will thus exhibit a higher red blood cell concentration, whereas the channel with the lower flow rate will feature a lower hematocrit. This phenomenon is sometimes referred to as bifurcation law or the Zweifach Fung effect and has been demonstrated for plasma separation in continuous flow. 17 Another phenomenon is referred to as margination. Collisions between red blood cells that are predominantly found in the microchannel centre and white blood cells lead to the white blood cells rolling along the channel wall. This process has been used for leukocyte enrichment in continuous flow. 18 Continuous flow filtration Filtration usually means that a sample is pumped through a membrane or a pillar array. This method is prone to clogging. An alternative is to localise filter components, such as pillars or posts, in-line with the direction of flow. If a particle suspension is pumped through a channel with pillars on either side, sample components that are sufficiently small can pass through the gaps between the pillars into a neighbouring receiving stream, whereas larger sample components remain in the original sample stream. Such a diffusive filter is not prone to clogging, since the larger size particles can continue to flow through the device in a direction parallel to the filter. Diffusive filters have been employed for differentiation between red and white blood cells. 19,20 Leukocytes are spherical (6 10 mm diameter), erythrocytes are biconcave with a diameter of about 8 mm and a thickness of about 2 mm. By fabricating posts with appropriate gaps on either side of a blood carrying channel, the red blood cells passed through the gap and entered a parallel channel beyond the posts, whereas the white blood cells remained in the central channel. Such separations have been carried out at flow rates of 5 to 10 ml min 21, equalling speeds of about 10 to 20 mm s 21. Continuous flow filtration has also been demonstrated with an asymmetric pillar array at a channel junction featuring narrow gaps (32 nm) for flow along the straight main channel, but wider gaps for flow into a channel branching off at 45u. This has been applied to the separation of DNA molecules of 300 kbp (57 nm radius of gyration) and 100 kbp (22 nm radius). 21 Again, this type of filter is less prone to clogging than a head-on filter, since larger components can flow away into the side channel. Another option of continuous flow filtration has been the application of a cross-flow through shallow (3 mm) channels running perpendicular to a 30 mm deep sample carrying channel. 22 The orthogonal flow led to continuous exchange of medium in the main channel, which was demonstrated for a suspension of 10 mm polystyrene beads. The device was also tested for blood; red blood cells could pass into the side channels and their concentration in the main channel was reduced by a factor of 4000, whereas almost all white blood cells were retained. A cross flow device with even shallower side channels of 0.5 mm depth was used to obtain plasma from blood, albeit only at 8% efficiency. 23 Movement around obstacles Obstacles can not only be used as filters to prevent or block access. Flow around obstacles can also be used in clever ways to separate particles or DNA molecules. One such method has been termed deterministic lateral displacement (Fig. 4) 24,25 and has been applied to the size separation of particles and DNA molecules by pumping through an array of obstacles in the y-direction. The array consisted of rows of posts with a consistent gap between the posts in each row. The posts, however, were slightly shifted from one row to the next, until after a few rows they aligned again; in the example in Fig. 4, this is after three rows. Liquid pumped through this array flowed around the posts in laminar streams, as indicated by the different grey shades in Fig. 4. If the liquid contained particles that were small in comparison to the gap between the posts, then the particles followed the direction of laminar flow. After three rows of obstacles the particles were in the same position in the x-direction as in the first row. If however, particles with a diameter only a little smaller than the gap were pumped through the array of posts, the particles had to position themselves in the middle of the gap. The particle s centre of gravity was thus pushed out of the 1648 Lab Chip, 2007, 7, This journal is ß The Royal Society of Chemistry 2007

6 Fig. 4 The principle of particle separation via lateral displacement around obstacles. Small particles follow the laminar flow streams (shaded in grey) in the y-direction, whereas large particles are continuously forced to change the laminar flow stream and are thus continuously displaced in the x-direction. Redrawn from ref. 24, with permission of AAAS. original flow stream into the neighbouring flow stream. After three rows of obstacles the position of the particle had been shifted in the x-direction, i.e. it had been laterally displaced. With a gap between posts of 1.6 mm it was possible to separate fluorescent particles with diameters of 0.6 mm, 0.8 mm and 1.0 mm as well as particles 0.7 mm and 0.9 mm in diameter. 24 Pressure driven flow was applied at a rate of 400 mm s 21 and the separation was detected after a running time of 40 s. By gradually increasing the gap size from 1.4 mm to 2.2 mm along the array, particles with diameters of 0.8 mm, 0.9 mm and 1.0 mm were separated with high resolution. The same technique was also used to separate DNA molecules of 61 kbp and 158 kbp. The DNA containing solution was pumped via EOF at about 20 mms 21 through an array with 3 mm gaps. The two sizes of DNA molecules were separated from each other within minutes. The performance of this displacement method is certainly impressive in terms of speed and particle size resolution. The separation is based on inherent properties of the particles or DNA molecules, no labelling is required. The path through the obstacle array is pre-determined by the geometry of the array. Each particle can only take one possible path. There is no averaging of flow paths. Only diffusion could throw the particle off-path. Hence, resolution of the separation is better at faster flow rates, which makes this separation method conceptually different from most other separation methods. Another separation method based on an asymmetric array of obstacles, a so-called Brownian ratchet, has been employed for the continuous flow separation of DNA molecules based on their diffusion coefficients (Fig. 5) The DNA molecules were sufficiently small to pass through the gaps in the array. They were pumped at relatively slow flow rates, so that they had some time to diffuse before encountering the next row of obstacles. A large molecule (low diffusion coefficient) would on average diffuse a much shorter distance than a small molecule (high diffusion coefficient). Hence, the larger DNA molecules followed the laminar flow in the y-direction and passed almost straight through the array (solid line). A smaller DNA molecule, however, could diffuse further Fig. 5 The principle of diffusion based separation through a Brownian ratchet. Molecules are pumped slowly in the y-direction through an asymmetric array of obstacles. The gaps are sufficiently large to let all molecules pass. Due to the slow flow rate, the molecules are given some time for diffusion before encountering the next row of obstacles. Whilst a molecule with a large diffusion coefficient might migrate far enough to move around the obstacle (dotted line), a larger molecule with low diffusion coefficient will be largely following the laminar flow in y-direction (solid line). It should be noted that the obstacles are arranged asymmetrically, the distance around an obstacle in the negative x-direction is much larger than in the positive x-direction (see grey cone), and hence there is a very low probability for a molecule to take a path in the negative x-direction. Left part of figure redrawn with permission from ref. 26, copyright 1998 by the American Chemical Society; right part of figure redrawn with permission from ref. 29, copyright Wiley VCH Verlag. and could indeed travel far enough in the x-direction to be forced around an obstacle (dotted line). Smaller DNA molecules were thus likely to take a flow path shifted in the positive x-direction and after a number of obstacle rows the two populations of molecules would be separated. Of course, diffusion also occurred in the negative x-direction. However, the obstacle array was designed such, that the molecules would have to travel a much larger distance to be displaced in this direction (see grey cone in Fig. 5). The concept was initially demonstrated by showing different flow paths taken by 15 kbp and 33.5 kbp DNA. 27 After improving the sample injection method, the separation of lambda DNA (49 kbp) from T2 DNA (167 kbp) was achieved, 28 as well as the separation of T2 and T7 DNA. 29 Separation through a Brownian ratchet is a quite elegant method, molecules are differentiated based on their diffusion coefficient, which is directly related to their size. No labelling is required. Once the obstacle array has been designed and an optimum flow rate has been identified, the operation is very simple. Fine tuning of the array design and flow rate for the diffusion coefficients of the sample components however are not trivial and a particular array design might only be suitable for a limited range of DNA sizes. The method has two drawbacks in comparison to lateral displacement separation (Fig. 4). (i) Flow rates for the Brownian ratchet must be very slow (few mm s 21 ) to give molecules enough time to diffuse. With an array length of 12 mm, the separation can take more than an hour to complete, 28 whereas lateral displacement separations were completed within a few minutes. (ii) The flow path through the Brownian ratchet is based on probability, and it is not precisely pre-determined. Molecules within a This journal is ß The Royal Society of Chemistry 2007 Lab Chip, 2007, 7,

7 population will take a range of paths, leading to relatively wide bands. The flow path in the deterministic lateral displacement experiments is pre-determined and bands are narrow. Recently, hydrophoretic separation of 9 mm and 12 mm particles was demonstrated by implementing slanted obstacles at the bottom and top of a microfluidic channel. 30 These obstacles generated local flow perturbations, in the form of helical re-circulations, perpendicular to the main direction of flow. The obstacles were arranged such that initially particles were focussed at the bottom of the microchannel and subsequently deviated from their direction of flow depending on the size difference between the particle and the obstacle gap. Large particles were found to flow in the centre of the channel, whereas smaller particles were directed onto an oscillating path. Similar to the other obstacle based separation methods mentioned above, hydrophoretic separation does not require any labelling of sample components and the devices are relatively easy to fabricate and to operate. Remarkably, the sorting performance is independent of the applied flow rate in the range of 0.7 to 3.3 cm s 21. Only the geometry of the obstacles determines the separation efficiency. This, however, poses limitations for the range of particle sizes. For example, with a gap of 25 mm, sorting was limited to particles between 8 mm and 12 mm in diameter. Separations involving electric fields Electric fields have long been popular for microfluidic separations. Due to the large surface to volume ratios, Joule heating can be dissipated rapidly, allowing for the application of high electric fields and thus efficient separation of amino acids, DNA molecules, proteins and peptides. It is not surprising then, that electric fields have been used extensively for continuous flow separation. For the purpose of this review, these methods have been divided into four groups: (i) separation involving electric fields in combination with obstacles, (ii) free-flow electrophoresis based on charge to size ratio, (iii) free-flow isoelectric focussing based on isoelectric point (pi) and (iv) dielectrophoretic separation based on polarisability. Electric fields and obstacles Arrays of obstacles can be combined with electric fields for the separation of charged molecules, such as DNA or proteins. A DNA prism was developed by Huang et al., 31 consisting of a regular array of posts over which an electric field could be applied parallel or diagonally to the posts. By continuously switching between two fields, E 1 and E 2, the separation of DNA molecules based on their molecular mass could be achieved as follows (Fig. 6): at the time t 0 a relatively large electric field E 1 was applied diagonally to the pillars and both DNA molecules experienced a strong electrophoretic force in direction of the field. Then at t 1 the field direction was switched and a smaller electric field E 2 was applied parallel to the array in the x-direction. The DNA molecules experienced a relatively weak electrophoretic force in direction of E 2. The short DNA molecule could pass through the obstacle array easily. The larger DNA molecule however, became entangled Fig. 6 Separation in a DNA prism, consisting of a regular array of posts. A large electric field is applied diagonally (E 1 ), a small electric field (E 2 ) is applied horizontally. By switching between the two fields, DNA molecules of different length are separated. Depicted are a long (light grey) and short (dark grey) strand of DNA. When E 1 is applied at the time t 0, both molecules experience a strong electrophoretic force and migrate along the field direction. When the smaller electric field E 2 is applied at t 1, the molecules experience a weaker electrophoretic force in the direction of E 2. Whilst the small DNA molecule can pass through the post array easily, the long DNA molecule becomes entangled. When switching back to E 1 at t 2, the large DNA molecule is pulled back into its original path, whereas the short DNA molecule has been displaced in the x-direction. Figure redrawn with permission from Macmillan Publishers Ltd.: Nature Biotechnology, 31 copyright in the pillars. Before this long DNA molecule could disentangle itself, the electric field was switched back to E 1 and both molecules were pulled along diagonally again. The long DNA molecule thus moved back onto its original path, the short DNA molecule however, had now been displaced in the x-direction, or, in other words: long DNA molecules moved along the direction of E 1 and short DNA molecules moved along the average direction of the two electric field vectors. Using an array of 2 mm posts with 2 mm gaps, Huang et al. demonstrated the separation of 61 kbp, 114 kbp, 158 kbp and 209 kpb DNA within 15 s. Applied electric fields were of the order of 20 to 250 V cm 21 for pulse durations of a few tens of milliseconds. This separation method is rather fast and robust and the authors report a throughput of 10 4 molecules per second or 10 ng of DNA per hour. Obstacles do not have to be in the form of pillars. Shallow gaps can also be used very effectively as demonstrated by Fu et al., 32 who fabricated arrays of deep parallel channels separated by shallow nanometre gaps. Orthogonal electric fields were applied simultaneously over this array, pulling molecules in the x- as well as in the y-direction. Movement in the x-direction however, was hindered by the nanogaps. Depending on the size of the gap, the thickness of the electric double layer (Debye layer), and the size of the sample components, three separation regimes could be differentiated: Ogston sieving, entropic trapping and electrostatic sieving (Fig. 7). An array consisting of deep trenches in the y-direction (1 mm wide, 300 nm deep), and shallow passages in the x-direction (1 mm wide but only 55 nm deep) was used to demonstrate the three regimes. 32 The thickness of the Debye layer was controlled via the buffer concentration: at 130 mm the layer 1650 Lab Chip, 2007, 7, This journal is ß The Royal Society of Chemistry 2007

8 Fig. 7 Anisotropic sieving through shallow nanometre sized gaps. Depending on the size of the gap and the thickness of the Debye layer, three separation regimes can be distinguished. (a) In Ogston sieving, the electric double layer is thin compared to the gap and sample molecules are also smaller than the gap. Passage through the gap is based on steric hindrance, the smaller molecules (light grey) pass more easily than the larger molecules (dark grey). (b) Entropic trapping: if the sample contains DNA molecules that are larger than the gap, the DNA becomes trapped at the gap, but eventually a sufficient length of DNA will have been pulled into the gap by the electric field, that the entire molecule squeezes itself through the gap. Counter-intuitively, larger DNA molecules move through the gap more easily. (c) Electrostatic sieving: when the Debye layer is thick in comparison to the gap size, electrostatic forces become dominant. A molecule of higher negative charge is repelled more by the gap than a molecule of low negative charge. Figure redrawn with permission from Macmillan Publishers Ltd.: Nature Nanotechnology, 32 copyright was 0.8 nm thick, whereas at 1.3 mm the thickness increased to 8.4 nm. Ogston sieving is based on steric hindrance. This regime occurs when the double layer is thin in comparison to the gap and the sample components are small enough to fit easily through the gap. DNA strands of 50 bp to 766 bp, corresponding to a strand length of 16 nm to 150 nm, were suspended in a 130 mm buffer. When introduced into the array, the larger DNA strand would only fit through the gaps if correctly aligned. The smaller DNA stands, however, could pass the gaps easily and would on average travel further into the x-direction. By applying 35 V cm 21 in the x-direction and 75 V cm 21 in the y-direction, the five different strand lengths were separated. Entropic trapping had previously been shown as a batch procedure in a straight channel 33 and has now been adapted to continuous flow. For this regime, the DNA molecules were considerably larger than the gap, ranging from 2.3 kbp to 23 kbp, corresponding to radii of gyration between 140 nm and 520 nm. The electric field in the x-direction pulled the DNA molecules into the trap, they became stuck for some time, until, eventually, a long enough part of the strand, a hernia, had ventured into the gap and the entire molecule could get drawn through the narrow slit. Interestingly, the larger DNA molecules passed through the gaps more easily. This was explained by that fact that a large molecule is in contact with a large surface area of the gap region and hence there is a higher probability for hernia formation and thus being pulled through the gap. Electric fields of E x = 185 V cm 21 and E y = 100 V cm 21 were used to separate the five DNA sizes in less than 1 min. DNA throughput was about 130 pg h 21. Electrostatic repulsion is dominant if the Debye layer is of considerable thickness with respect to the gap size. This was demonstrated for two proteins of similar size but different charge: lectin (49 kda, pi 8 9) and streptavidin (53 kda, pi 5 6). Using a 1.3 mm buffer (ph 9.4), the more negatively charged streptavidin molecules were repelled from the gap to a larger extent than the less charged lectin molecules. Hence, lectin was deflected further into the x-direction and the two proteins could be separated within tens of seconds. The nanogap array for continuous flow separation has only been published recently and is still in its infancy. A striking advantage is the versatility of the method, the same chip could be used for a variety of samples and separation regimes. The separation speed could be tuned by two independent parameters, E x and E y. Separations could be performed within minutes, with throughputs of 100s pg h 21. Free-flow electrophoresis and free-flow isoelectric focussing Free-flow electrophoresis (FFE) is performed in a shallow chamber, as shown in Fig. 8a. Buffer and sample solutions are continuously pumped into this chamber through numerous inlet channels and collected via outlet channels. Perpendicular to the direction of flow, a homogeneous electric field is applied. Charged molecules are thus subjected to two flow vectors: the hydrodynamic flow in the y-direction and the electrophoretically induced flow in the x-direction. The observed flow path is the sum of these two vectors. The direction of deflection depends on whether the molecule is an anion or a cation; the extent of deflection depends on the charge to size ratio. Molecules with zero net charge are not deflected and flow straight through the chamber. Free-flow electrophoresis was initially developed on the larger scale. 34,35 Miniaturisation of the separation chamber, typically to a width and length of several mm and a depth of a few mm, brings similar advantages to those for capillary electrophoresis: Joule heating can dissipate quickly due to the larger surface to volume ratio, hence, high electric fields can be applied, and thus separation efficiency and speed are improved. This journal is ß The Royal Society of Chemistry 2007 Lab Chip, 2007, 7,

9 Fig. 8 Free-flow separation methods usually feature a shallow separation chamber with flow pumped in the y-direction and a field applied in the x-direction. (a) In free-flow electrophoresis, a homogeneous electric field is applied over the chamber orthogonal to the direction of flow. A sample mixture is fed into the chamber through a narrow channel, surrounded by carrier liquid. Charged sample components are deflected from the direction of laminar flow depending on their charge to size ratio, whereas neutral components follow the direction of flow. (b) In free-flow isoelectric focussing, a ph gradient is generated over the separation chamber. Amphoteric samples, such as proteins, are injected over the entire width of the chamber. They migrate until they exhibit zero net charge, i.e. until they have reached the ph that equals their isoelectric point. Free-flow isoelectric focussing (FF-IEF) is based on a similar setup to free-flow electrophoresis, and hence many researchers have demonstrated both applications with the same device layout. The principle of FF-IEF is shown in Fig. 8b. A ph gradient is generated in the x-direction, fluid is pumped in the y-direction. A sample mixture, containing amphoteric molecules, such as proteins, is introduced over the entire width of the separation chamber. A sample protein entering at a location where the ph is different from its isoelectric point (pi) exhibits a net charge, and thus experiences an electrophoretic force. The protein migrates along the x-direction until it reaches a point in the ph gradient where the ph equals its pi. The protein no longer has a net charge and hence ceases to migrate in the x-direction. The protein is focussed at its isoelectric point and now only follows the direction of flow. FF-IEF allows for the focussing and concentration of proteins based on their pi. Hence, proteins with different pis can be separated from each other. On-chip free-flow electrophoresis and isoelectric focussing were first demonstrated in the late 1990s and there have been a relatively large number of publications since then. Differences in performance result from the chip material and most notably from the connection between the electrode reservoirs and the separation chamber. The first free-flow electrophoretic devices were fabricated in silicon. 36,37 However, the maximum electric field that could be applied to this material was 100 V cm 21. Later, glass devices and hybrid devices made from glass and silicon 42,43 or glass and PDMS 44,45 were introduced, in which higher electric fields could be applied, typically between 200 V cm 21 and 300 V cm 21. In one case 43 the field was as high as 580 V cm 21. The most challenging aspect of free-flow electrophoresis concerns the generation of a high electric field across the separation chamber. This must be undertaken whilst minimising fluid exchange between the chamber and electrode reservoirs and also minimising the detrimental effect of the products of electrolysis (local ph changes, bubble formation). Researchers who opted for direct contact of the electrodes with the separation chamber fluid were forced to limit their electric fields to a few tens of V cm Most researchers chose to separate the electrode reservoirs from the separation chamber by some form of membrane. The disadvantage here is the voltage drop across the membrane; only a fraction of the applied field is present over the chamber itself. A simple way of introducing a membrane is to connect the electrode reservoir with the separation chamber via a number of microfluidic channels. With small cross section channels, as used by Zhang et al. 44 and Xu et al., 45 only 4.5% of the applied electric field was transferred across the chamber. The large cross section channels, as reported by Fonslow et al., 42 would transfer as much as 50% of the applied field, however, at the cost of a facilitated fluid exchange. By removing connection channels altogether and introducing trenches with high speed laminar flow along the electrodes in the y-direction, as much as 91% of the applied field could be transferred to the separation section. 43 Membranes made from UV-polymerised acryl amide, 41 nitrocellulose, 38 or agarose gel 49 have also been applied successfully. Perhaps the most elegant way to separate the electrode reservoir from the separation chamber is via a dielectric barrier, such as a thin wall of glass, as demonstrated by Janasek et al.: 50 50% of the applied field could be transferred across the chamber and liquid interchange could be totally avoided. Isoelectric focussing requires the generation of a ph gradient across the separation chamber. This is conventionally achieved by a mixture of ampholytes that establish the gradient as soon as an electric field is applied. The challenge again is that the electrodes are usually positioned outside the separation chamber. The ph gradient should ideally not extend beyond the separation chamber. Unfortunately, this is sometimes unavoidable, for example when channels are used to connect the electrode reservoirs and chamber. Xu et al. 45 used a wide ph gradient (ph 3 to 10), of which only a fraction would have been over the separation chamber, in order to focus two similarly charged proteins, angiotensin I (pi 6.69) and angiotensin II (pi 7.75). Kohlheyer et al. 41 made more effective use of a wider ph gradient and were able to focus four proteins with quite different pis (4.5, 5.5, 7.6 and 8.7). A totally different approach was taken by Cabrera and Yager. 47 Having the electrodes in direct contact with the separation medium led to electrolysis and local ph changes in the vicinity of the electrodes. These ph changes resulted in a natural ph gradient that could be used for isoelectric focussing. Song et al. took yet another approach; 51 they surrounded their sample containing stream (ph 6) by two buffer streams at ph 8. Differences in ionic strength and ph between the streams led to a diffusion based ph gradient, which again was used for isoelectric focussing. FFE and FF-IEF have been applied to a variety of samples. Free-flow electrophoresis is suitable for the separation of molecules with different charge to size ratios. For example, fluorescent dyes, such as fluorescein or rhodamine 110, 1652 Lab Chip, 2007, 7, This journal is ß The Royal Society of Chemistry 2007

10 fluorescently labelled amino acids or proteins have been separated. The throughput depends on the size of the separation chamber and the strength of the applied electric field. Reported separation times vary greatly, ranging from sub-second, 44,45 to several seconds, 39,41,42 to minutes Free-flow isoelectric focussing is applicable to components with different pis. Samples reported in the literature include the separation of fluorescent IEF marker molecules, 41 proteins, 45,46,51 but also mitochondria 48 and bacteria. 47 Due to their large size, the separation of the cells took minutes. Reported focussing times for smaller sample components, however, vary significantly, again ranging from sub-second, 45 to several seconds, 41 to minutes. 46 Another variation of free-flow separation based on electric fields is free-flow isotachophoresis, as demonstrated by Janasek et al. 50 It should also be noted that the term freeflow has been adopted for many other separation methods, for example those based on magnetic gradients, 52 acoustic pressure 53 or, recently, thermal gradients. 54 Continuous flow dielectrophoretic separations Dielectrophoresis (DEP) occurs in inhomogeneous electric fields and can be utilised for the sorting of particles or cells. When a particle is subjected to an electric field, charges are induced and the particle becomes polarised along the direction of the electric field. In a homogeneous electric field, the electrostatic forces on opposite ends of the dipole are equal and there is no net movement. In an inhomogeneous electric field (Fig. 9), the forces on either side are different and the net force results in movement of the particle. The movement can be towards or away from the high intensity field. If the electrical polarisability of the particle is larger than the polarisability of the surrounding buffer medium, then the particle moves into the electric field, this is called positive dielectrophoresis (pdep). If, on the other hand, the polarisability of the particle is lower than that of the surrounding medium, the particle is forced away from the electric field towards a low intensity region. This is referred to as negative Fig. 9 The principle of dielectrophoresis (DEP): when subjected to an electric field, a particle or cell becomes polarised. If the electric field is inhomogeneous, then the electrostatic forces on the two ends of the dipole are not equal and a movement is induced. (a) Positive DEP occurs when the particle exhibits a larger polarisability than the surrounding medium. Positive DEP is directed towards the stronger electric field. (b) Negative DEP occurs if the particle is less polarisable than the surrounding buffer medium. Negative DEP forces the particle away from areas of high field intensity towards areas of low intensity. Figure redrawn from ref. 63 with permission from Elsevier. DEP (ndep). The dielectrophoretic force thus depends on the difference in polarisability between particle and surrounding medium. The force is also proportional to the volume of the particle, as well as to the gradient of the electric field. DEP separation can thus be based on differences in polarisability or size or a combination of the two. One method used to generate an inhomogeneous electric field in a microfluidic channel has been to apply a voltage along a channel that contained obstacles, such as ridges, 55 narrowing wedges 56,57 or an array of posts. 58 In the vicinity of these obstacles, the applied electric field became non-uniform and thus dielectrophoretic forces could be generated on particles or cells that flowed along the edges of these obstacles. Pumping of particle suspensions was achieved via electroosmotic flow and particle concentrations ranged from 10 5 to 10 7 particles ml 21. With ridges restricting access to part of the microchannel, 55 bacterial cells could be continuously enriched from a mixture of 200 nm polymer particles. When an electric field of at least 3Vcm 21 was applied over the channel network, the bacteria cells were prevented from crossing the 5 mm ridge gaps due to ndep, while the 200 nm diameter polymer particles could pass. In another example, a 300 mm wide channel was narrowed to 60 mm by a rectangular obstacle. 56 Polymeric microparticles experienced ndep when flowing through this narrowed channel section, the DEP forces depending on their size and the applied voltage. The authors demonstrated controlled sorting of 5 mm, 10 mm and 15 mm diameter particles into two downstream exits. Using the same principle, an oil droplet can also be used as a narrowing obstacle. 57 Since the size of the droplet can be altered, the DEP forces can be tuned. This has been utilised for the separation of a mixture of 1 mm and 5.7 mm polymer particles, as well as a mixture 5.7 mm and 15.7 mm particles. An array of posts was used for dielectrophoretic focussing of 200 nm latex particles. 58 The posts were diamond shaped, with a 36 mm edge, leaving 30 mm wide and 7 mm deep channels. When an electric field of 8 V cm 21 was applied, the latex particles experienced ndep in the vicinity of the posts and were found to concentrate in streamlines. The shape of the posts and orientation of the array were found to be crucial to achieve this DEP based focussing. Very recently, a device for three-dimensional continuous dielectrophoresis was theoretically evaluated and demonstrated for the separation of 2 mm and 3 mm particles. 59 Inhomogeneous electric fields for DEP can also be generated by microelectrodes embedded in the microfluidic channel. Such microelectrodes could be a single stripe or many parallel stripes. When switched on, they generate strong gradients, albeit usually only over a limited volume. Often electrodes are integrated above and below a microchannel to maximise the DEP force. When particles are pumped over the electrodes, the non-uniform electric field induces a dielectrophoretic force orthogonal to the direction of flow. This can be used for the sorting of particles or cell populations. Such continuous flow sorters are usually operated under alternating current in order to minimise electrolysis at the microelectrodes inside the channel. Sorting of 4 mm and 6 mm polymer particles was achieved in a 500 mm wide and 28 mm deep channel, with embedded Pt This journal is ß The Royal Society of Chemistry 2007 Lab Chip, 2007, 7,

11 stripe electrodes that were 50 mm wide and 50 mm apart and arranged at a 45u angle to the direction of flow. 60 When 10 V peak to peak were applied to the electrodes at a frequency of 1 MHz, the particles were subjected to a ndep force transverse to the direction of flow. The 6 mm particles were deflected further from the direction of flow than the 4 mm particles and thus the two populations could be separated at a flow rate of about 100 mm s 21. A series of gold electrodes in the shape of trapezoids were integrated at the bottom of a microchannel and used to sort polystyrene particles of 6 mm and 15 mm diameter via ndep into two different outlet channels. 61 A voltage of 8 V at 50 khz was applied to each electrode and particles were sorted at a flow rate of 2 mm s 21. In another device, ndep was used to block particles from entering a channel. 62 A gate electrode was integrated above and below a 100 mm central outlet channel. When 20 V was applied at MHz frequencies to this gate electrode, 1 mm diameter polymer particles were prevented from entering this channel and forced to take adjacent channels. This valve was found to be 97% efficient at a flow rate of 500 mm s 21. Viable and non-viable cells are often found to exhibit different polarisabilities and can be sorted using DEP. 63,64 At low frequencies, the viable cells exhibit ndep and the nonviable cells pdep. At high frequencies however, these forces are reversed. Continuous flow sorting of live and dead yeast cells was demonstrated in a 400 mm wide and 50 mm deep channel with embedded gold electrodes. 63 When 8 V was applied at a frequency of 5 MHz, the viable yeast cells exhibited pdep, whereas the non-viable yeast cells exhibited ndep. Thus the two cell populations could be separated at a flow rate as fast as 4 mm s 21, with a cell throughput of 1000 cells s 21. In another example, viable and non-viable yeast cells were separated using 10 mm wide stripes of Pt/Au electrodes, with a spacing of 10 mm that was integrated in the bottom of a 600 mm wide and 100 mm deep separation channel. 64 Again, cells were deflected from the direction of flow based on positive or negative DEP forces. The viable cells were found to exhibit pdep at 14 V and an applied frequency of 100 khz, whereas at the higher frequency of 2 MHz, the viable cells were found to experience ndep forces. Cell separation via dielectrophoresis can be enhanced using polymer particles as labels. 65,66 The DEP force on an E. coli cell attached to a polymer particle was found to be about 100 times larger than the force on an unlabelled cell. 65 With a 20 mm deep microchannel featuring stripes of gold electrodes at the top and bottom and an ac voltage of 20 V at 0.5 MHz, it was possible to enrich 95% of the labelled E. coli cells. The cell suspension was pumped at a flow rate of 3 mm s 21 and thus a throughput of cells s 21 was obtained. This device was later improved to a two stage sorting system. 66 Cells labelled with 5.6 mm polymer beads had to pass two electrode arrays to be collected. This device was operated for a period of three hours with a throughput of cells, equalling about cells s 21. Continuous flow dielectrophoretic sorting has so far only been applied to a small range of samples, mainly polymer particles and yeast cells. The method is mild enough to prevent damage to biological cell samples and throughput can be tens of thousands of cells s 21. Another interesting application involving inhomogeneous electric fields was demonstrated by Leineweber and Eijkel. 67 They integrated a regular array of electrodes into a microchannel. When applying a voltage, each electrode influenced the local electrolyte concentration and molecular enrichment against a concentration gradient was obtained. This was used for continuous flow demixing: components of a homogeneously distributed electrolyte could be focussed into streams. Separations involving magnetic fields Continuous flow separation of magnetically susceptible materials can be achieved by applying an inhomogeneous magnetic field perpendicular to the direction of flow (Fig. 10). A magnetically susceptible object, such as a magnetic microparticle or a magnetically labelled cell, is pulled into the magnetic field. The magnetic force depends on the gradient of the applied magnetic field and also on the volume and magnetisation of the particle. Particles of different sizes and/or different magnetisation can be separated. The observed particle trajectory is the sum of two flow vectors: the hydrodynamic velocity arising from pumping the liquid through the microfluidic system and the magnetically induced velocity. Balancing of these two flow vectors is required to generate sufficient deflection. General applications of magnetism and magnetic particles in microfluidics have been reviewed recently. 68,69 Continuous flow magnetic separation methods were initially developed on larger scales, but have been frequently applied to microfluidics as well. Separators either feature two outlets (Fig. 10a) or multiple outlets (Fig. 10b). The design with two outlets is sometimes also termed split flow thin fractionation (see below), whereas the design with multiple outlets has been termed free-flow magnetophoresis, in analogy to free-flow electrophoresis (see above). Fig. 10 Continuous flow magnetic separations: an inhomogeneous magnetic field is applied perpendicular to the direction of flow. Magnetic particles or magnetically labelled cells are attracted into the field and thus deflected from the direction of laminar flow. (a) Sorting of magnetic particles is often carried out via two outlets. (b) In freeflow magnetophoresis, multiple outlets are used, allowing for the separation of different magnetic particles from each other, as well as from non-magnetic material Lab Chip, 2007, 7, This journal is ß The Royal Society of Chemistry 2007

12 Separation of magnetic particles from a sample suspension using a microchannel network with two outlets have been reported, for example by Blankenstein et al. 74 and by Luke Lee s group. 75 In these earlier examples, researchers have utilised small permanent magnets for particle deflection. More recently, Kim and Park used a similar setup for an immunoassay based on magnetic nanoparticles as labels. 76 Microfabricated magnets in close proximity to the channel can generate high magnetic field gradients, but have a limited reach and might lead to extensive heating. Recently, a very simple method for fabricating a micro-electromagnet has been introduced by Siegel et al., 77 who filled a channel adjacent to the particle carrying channel with liquid solder. After solidification, the solder acted as wire and thus as an electromagnet for continuous sorting of magnetic particles. Most efficient for continuous flow separations are hybrid magnets, a combination of a larger external magnet and a small magnetisable feature in close proximity to the microchannel. For example, with a microfabricated NiFe comb and an external magnet, a three times higher gradient could be achieved in comparison to the external magnet alone; this in turn allowed for the application of a three times higher flow rate for the separation of magnetic microparticles or magnetically labelled E. coli cells. 78 In another example, nickel wires in close proximity to the microchannel were magnetised by an external permanent magnet for the separation of red blood cells in continuous flow. 79 Free-flow magnetophoresis devices, as shown in Fig. 10b, feature multiple outlet channels. Thus it is not only possible to separate magnetic from non-magnetic particles but also to separate different magnetic particles from each other. Using a small permanent magnet, this has been demonstrated for magnetic microparticles, 52,80 as well as for cells labelled with magnetic nanoparticles. 81 In another example, microfabricated magnetic Ni-stripes were embedded at the bottom of the separation chamber at an angle to the direction of flow. These stripes served to deflect magnetically labelled cells from the direction of laminar flow. 82 Magnetic manipulation has some distinct advantages over electric manipulation. The magnetic field is applied externally; there is no need for physical contact between the magnet and any liquid. Unlike electrically induced forces, magnetic forces are not significantly influenced by ionic strength, ph or surface charges. Magnetic manipulation is mild and not usually damaging to biological materials. However, magnetic manipulation is rarely based on intrinsic properties. Most materials do not exhibit intrinsic magnetism and hence must be labelled with magnetic micro- or nanoparticles. Exceptions include de-oxygenated red blood cells 79,83 and magnetotactic bacteria, 84 which can be manipulated without prior labelling. Magnetic forces on individual nanoparticles are too small, given that the force is proportional to the cube of the particle radius. Individual nanoparticles can generally not be manipulated, agglomerates of thousands of nanoparticles are usually required. Even when using magnetic microparticles, the applied flow rates tend to be somewhat slow, hundreds of mm s 21 or at most a few mm s 21. This imposes limitations on throughput in comparison to other continuous flow methods. It is less commonly known that non-magnetic materials, or more specifically diamagnetic materials, are repelled by magnetic fields. This effect is several orders of magnitude weaker than magnetic attraction exhibited by ferromagnetic materials. However, it has recently been demonstrated that 6 mm polystyrene particles can be deflected in continuous flow using the high magnetic gradients generated by superconducting magnets. 85 Separations involving sound pressure Continuous flow separation of particles and biological cells can also be performed with acoustic forces generated from ultrasonic waves. For this, a standing sound wave must be generated over the cross section of a microchannel, i.e. orthogonal to the direction of flow (Fig. 11). Usually the wave is tuned, such that the node is in the centre of the channel and two anti-nodes at the edges. Such waves can be generated, for example, with piezoelectric transducers. Particles or cells subjected to the sound wave experience a force, either towards the node or towards the anti-node. A detailed description of the theory is beyond the scope of this review and the interested reader is referred to reviews on this topic by Coakley, 86 and recently by Laurell et al. 87 Briefly, the acoustic force on a particle depends on the properties of the acoustic field, as well as on the properties of the particle and its surrounding medium. The acoustic field is characterised by its frequency and amplitude: the higher the frequency and the larger the applied voltage, the higher the acoustic force. The required frequency is predetermined by the width of the microchannel. For example, a channel of Fig. 11 Continuous flow separation based on sound pressure. (a) A standing ultrasonic wave is generated over the width of a microchannel by means of an external transducer. Particles experience a force, either toward the pressure node or the anti-node. The magnitude of the force is influenced, amongst other parameters, by the particle size. The direction of the force is determined by the ratio of the particle s density and compressibility in relation to the density and compressibility of the surrounding buffer medium. (b) Once aligned in the sound field, the different particles can be collected into separate outlets. This journal is ß The Royal Society of Chemistry 2007 Lab Chip, 2007, 7,

13 1 mm width requires a wave frequency of about 100 khz, whereas a channel of 10 mm width requires 10 MHz. In short, the smaller the channel, the higher the required frequency and in turn the larger the acoustic force generated. The properties of the particle and the medium in which it is suspended also have a pronounced influence. The acoustic force is proportional to the volume of the particle. Furthermore, it depends on the density and compressibility of the particle in relation to the density and compressibility of the surrounding medium. This ratio determines the direction of the acoustic force towards a node or anti-node. In general, a solid particle suspended in an aqueous medium will be pushed towards a pressure node, whereas a gas bubble will be pushed towards an anti-node. For a given acoustic field, particles can be separated if they differ in size, density or compressibility or a combination of these factors. As for all continuous flow separation methods, the flow rate must be adjusted such that a particle spends sufficient time in the pressure field. Microfluidic devices with ultrasonic transducers have been used to focus polymer particles or cells into a stream and thus to separate these from the bulk of the suspension. Hawkes and Coakley 88 fabricated a stainless steel device with a channel 10 mm wide and 250 mm deep, over which a standing ultrasonic wave was generated with a frequency of about 3 MHz. Yeast cells of 5 mm diameter were introduced at a flow rate of 6 ml min 21 (40 mm s 21 ). The cells were focussed into the centre of the channel and collected in a central outlet channel, whereas the clarified medium was collected in the two outer outlet channels. A throughput of cells min 21 was achieved. Laurell s group have reported on a number of ultrasonic separation devices. In a 750 mm wide and 250 mm deep silicon channel, a first harmonic ultrasonic wave with two nodes was generated at a frequency of 2 MHz. 89 The device featured three outlet channels. A suspension of 5 mm diameter polyamide particles was focussed into the two nodes and collected via the two outer outlet channels with 90% efficiency in 2/3 of the original volume at a flow rate of 0.1 ml min 21 (9 mm s 21 ). In a subsequent design, a 350 mm wide and 125 mm deep channel was fabricated and a fundamental ultrasonic wave with one node was generated at 2 MHz. 90 In this device, almost 100% of the 5 mm polyamide particles could be collected in the central outlet channel, i.e. into 1/3 of the original volume at a flow rate of 0.3 ml min 21 (110 mm s 21 ). More recently, a fluidic design with a similar separation channel cross section, but with a more sophisticated design of inlet and collection channels, 53 was utilised to separate a mixture of polystyrene particles of 2 mm, 5 mm, 8 mm and 10 mm diameter at efficiencies between 62% and 94%. Due to the multiple outlets, the authors termed their method free-flow acoustophoresis. The same device was also used to separate polystyrene particles of 3 mm, 7 mm and 10 mm with efficiencies between 76% and 96%. The separation of polyamide microparticles and of red blood cells from blood plasma was also demonstrated by Kapishnikov et al. 91 As mentioned above, particles of the same size can be separated if they differ in density from each other and the surrounding medium. This was demonstrated with 3 mm diameter polystyrene and PMMA particles that were suspended in an aqueous solution of 0.22 g ml 21 cesium chloride. 53 The same CsCl solution was also applied to the ultrasound based separation of red blood cells, leukocytes and platelets. An interesting application of continuous flow ultrasonic separation is the purification of blood from lipid droplets during open heart surgery. The sonic force on red blood cells suspended in plasma pushes the cells towards pressure nodes, whereas lipid droplets are pushed towards pressure wave antinodes. Petersson et al. demonstrated how on-chip continuous ultrasonic separation could be used for this application. 90 The elegance of acoustic separations stems from fact that no physical contact is required between the ultrasonic transducer and the liquid. A standing wave is generated inside the channel by an external device. Ionic strength and surface charges are not important, and according to the literature, the ultrasonic treatment has not been shown to damage cells or biological material. Notably, throughput can be quite high with flow rates of tens of mm s 21. The method, however, is not applicable to small nanoparticles or small molecules, given that the acoustic force is proportional to the cube of the particle radius. Continuous flow separation via optical forces Optical forces have been applied extensively in optical tweezers where a focussed laser beam is utilised to trap and move microparticles or cells, and also for particle by particle sorting in flow cytometry. Continuous flow separation, as indicated in Fig. 1b, can be achieved by means of an optical interference pattern, a so-called optical lattice. A three-dimensional optical field can be generated, such that the optical force is directed perpendicular to the direction of flow. The optical force on a particle or cell depends on optical polarisability. Sorting can be achieved based on differences in particle size or refractive index. MacDonald et al. demonstrated the sorting of two types of particles based on refractive index. 92 In an H-shaped channel device, they introduced a buffer solution, as well as a suspension with a mixture 2 mm silica particles (n = 1.73) and 2 mm polymer particles (n = 1.58). When passing through the optical field, the polymer particles were deflected into the buffer carrying stream, whereas the silica particles flowed straight on. Sorting was achieved with almost 100% efficiency, at a flow rate of 30 mm s 21, equalling a throughput of about 25 particles s 21. The same device was also utilised for deflecting and separating protein capsules of 2 mm from a mixture of 4 mm diameter capsules at a flow rate of 20 mm s 21. More recently, the same group demonstrated the separation of a mixture of four differently sized silica particles (2.3 mm, 3.0 mm, 5.3 mm and 6.8 mm). 93 Optical sorting is another example of a non-invasive method. Separation is based on intrinsic properties, no labelling is required. The optical force can be tuned independently to the flow rate. The method can be applied to inorganic, polymeric and biological particles. Separation based on gravity Gravity is an obvious force to utilise for continuous flow separations. However, gravity forces on polymer particles or 1656 Lab Chip, 2007, 7, This journal is ß The Royal Society of Chemistry 2007

14 Fig. 12 Separation of two particle populations based on gravity. Initially, particles are hydrodynamically focussed parallel to the direction of gravity and then guided around a 90u bend into a gradually widening separation channel. As particles enter this separation channel, flow rates slow down and sedimentation starts to take effect. Any differences in particle position caused by sedimentation are further enhanced by the widening flow streams, thus allowing for the separation of the two particle populations. Figure redrawn from ref. 94 with permission from the ACS, copyright cells suspended in buffers tend to be several orders of magnitude smaller than, for example, dielectrophoretic or magnetic forces. The gravity force is proportional to the particle volume and also to the difference in density between a particle and the surrounding buffer medium. Recently, Huh et al. demonstrated the separation of 20 mm polystyrene particles from 1 mm particles and also from 3 mm particles in a microfluidic device (Fig. 12) by combining gravity forces with hydrodynamic flow. 94 A sheath flow was applied to initially focus the particles parallel to the gravitational field. The particle stream was then directed perpendicular to gravity into a separation channel. By gradually widening this channel, the flow rate slowed down and sedimentation started to take effect. Differences in particle position were then further enhanced by the hydrodynamic flow profile and channel geometry, similar to pinched flow fractionation 10 or asymmetric cavity separation. 13 Separation was achieved in less than 1 min, with almost 100% efficiency. The method was also utilised to separate perfluorocarbon droplets in water. Split flow thin fractionation Split flow thin (SPLITT) fractionation was originally developed by Giddings 95 and has been extensively used in millilitre volume flow cells. The method is based on forcing sample components out of a sample stream into a neighbouring buffer stream by a force applied perpendicular to the direction of flow. This force can be based on gravity, 96 electrophoresis, 97 or magnetism. 98 In contrast to a conventional H-shaped flow cell design, as for example shown in Fig. 10a, SPLITT devices feature two flow splitters at the inlet and outlet of the flow cell (Fig. 13). The carrier stream is often introduced at a faster flow rate than the sample stream, thus focussing the sample stream into a relatively narrow band, also referred to as the inlet splitting plane. With no force applied, all sample components leave via the outlet opposite the inlet. When a force is applied, any susceptible material must be Fig. 13 The principle of split flow thin (SPLITT) fractionation. A particle suspension and a carrier stream are pumped into a separation chamber, often at different velocities. Flow splitters at the entrance and exit of the chamber smooth the flow and define an inner and outer splitting plane. A force field, such as gravity, an electric field or a magnetic field, is applied perpendicular to the direction of flow, deflecting some of the particles into the carrier stream. pulled beyond the so-called outer splitting plane to be collected in the second outlet channel. Split flow thin fractionation has also been demonstrated in microfluidic devices. 99 For example, an electrophoresis SPLITT cell was fabricated by Narayanan et al., 100 featuring gold electrodes at the top and bottom of a 1 mm wide and 40 mm deep channel. By applying an electric field of 300 V cm 21, a mixture of 108 nm and 220 nm polymer particles could be separated at a flow rate of 14 mm s 21. Conclusion There are now an immense variety of continuous flow separation methods available to the bioanalytical chemist for the separation of particles, cells or DNA molecules, proteins and smaller molecules. Comparison of performance is not always straightforward: some methods offer high throughput, whereas others offer high resolution; several of the microfluidic devices are simple in terms of operation, other techniques might require a specialist; a number of separation principles require labelling of sample components, whilst some processes are based on intrinsic sample properties. As always, the optimum method will depend on the sample and the analytical task at hand. Most publications on continuous flow separation methods so far have been concerned with proof of principle experiments or characterisation of performance. As yet, there are very few cases where continuous separation methods have been integrated within a microtas. One exception is the pillar based leukocyte enrichment filter by Chen et al., 20 that was combined with downstream cell lysis and DNA purification. However, researchers now have an extensive toolbox of methods available, and in the near future we are likely to see more of these continuous flow techniques integrated within miniaturised total analysis systems, such as continuous flow blood separation for point-of-care systems, continuous flow DNA separation for at-the-scene forensic testing and continuous flow molecule separation for in-the-field environmental detection. It is quite possible that these continuous flow separation methods will contribute significantly to a wider breakthrough of microfluidic technology in the market place. This journal is ß The Royal Society of Chemistry 2007 Lab Chip, 2007, 7,

15 References 1 D. R. Reyes, D. Iossifidis, P. A. Auroux and A. Manz, Anal. Chem., 2002, 74, P. A. Auroux, D. Iossifidis, D. R. Reyes and A. Manz, Anal. Chem., 2002, 74, G. M. Whitesides, Nature, 2006, 442, J. Berthier and P. Silberzan, Microfluidics for Biotechnology, Artech House, Boston, P. C. H. Li, Microfluidic Lab-on-a-Chip for Chemical and Biological Analysis and Discovery, Taylor & Francis Group, Boca Raton, K. Sato, A. Hibara, M. Tokeshi, H. Hisamoto and T. Kitamori, Anal. Sci., 2003, 19, K. Sato, A. Hibara, M. Tokeshi, H. Hisamoto and T. Kitamori, Adv. Drug Deliv. Rev., 2003, 55, M. Yamada, V. Kasim, M. Nakashima, J. Edahiro and M. Seki, Biotechnol. Bioeng., 2004, 88, K. H. Nam, W. J. Chang, H. Hong, S. M. Lim, D. I. Kim and Y. M. Koo, Biomed. Microdev., 2005, 7, M. Yamada, M. Nakashima and M. Seki, Anal, Chem., 2004, 76, J. Takagi, M. Yamada, M. Yasuda and M. Seki, Lab Chip, 2005, 5, Y. Sai, M. Yamada, M. Yasuda and M. Seki, J. Chromatogr., A, 2006, 1127, X. L. Zhang, J. M. Cooper, P. B. Monaghan and S. J. Haswell, Lab Chip, 2006, 6, M. Yamada and M. Seki, Lab Chip, 2005, 5, M. Yamada and M. Seki, Anal. Chem., 2006, 78, R. D. Jäggi, R. Sandoz and C. S. Effenhauser, Microfluid. Nanofluid., 2007, 3, S. Yang, A. Undar and J. D. Zahn, Lab Chip, 2006, 6, S. S. Shevkoplyas, T. Yoshida, L. L. Munn and M. W. Bitensky, Anal. Chem., 2005, 77, P. Sethu, A. Sin and M. Toner, Lab Chip, 2006, 6, X. Chen, D. F. Cui, C. C. Liu, H. Li and J. Chen, Anal. Chim. Acta, 2007, 584, W. Hattori, H. Someya, M. Baba and H. Kawaura, J. Chromatogr., A, 2004, 1051, V. VanDelinder and A. Groisman, Anal. Chem., 2007, 79, V. VanDelinder and A. Groisman, Anal. Chem., 2006, 78, L. R. Huang, E. C. Cox, R. H. Austin and J. C. Sturm, Science, 2004, 304, D. W. Inglis, J. A. Davis, R. H. Austin and J. C. Sturm, Lab Chip, 2006, 6, T. A. J. Duke and R. H. Austin, Phys. Rev. Lett., 1998, 80, C.-F. Chou, O. Bakajin, S. W. P. Turner, T. A. J. Duke, S. S. Chan, E. C. Cox, H. G. Craighead and R. H. Austin, Proc. Natl. Acad. Sci. U. S. A., 1999, 96, L. R. Huang, P. Silberzan, J. O. Tegenfeldt, E. C. Cox, J. C. Sturm, R. H. Austin and H. Craighead, Phys. Rev. Lett., 2002, 89, M. Cabodi, Y. F. Chen, S. W. P. Turner, H. G. Craighead and R. H. Austin, Electrophoresis, 2002, 23, S. Choi and J.-K. Park, Lab Chip, 2007, 7, L. R. Huang, J. O. Tegenfeldt, J. J. Kraeft, J. C. Sturm, R. H. Austin and E. C. Cox, Nat. Biotechnol., 2002, 20, J. P. Fu, R. B. Schoch, A. L. Stevens, S. R. Tannenbaum and J. Y. Han, Nat. Nanotechnol., 2007, 2, J. Han and H. G. Craighead, Science, 2000, 288, L. Krivankova and P. Bocek, Electrophoresis, 1998, 19, K. Hannig, J. Chromatogr., 1978, 159, D. E. Raymond, A. Manz and H. M. Widmer, Anal. Chem., 1994, 66, D. E. Raymond, A. Manz and H. M. Widmer, Anal. Chem., 1996, 68, M. Mazereeuw, C. M. de Best, U. R. Tjaden, H. Irth and J. van der Greef, Anal. Chem., 2000, 72, H. Kobayashi, K. Shimamura, T. Akaida, K. Sakano, N. Tajima, J. Funazaki, H. Suzuki and E. Shinohara, J. Chromatogr., A, 2003, 990, D. P. de Jesus, L. Blanes and C. L. do Lago, Electrophoresis, 2006, 27, D. Kohlheyer, G. A. J. Besselink, S. Schlautmann and R. B. M. Schasfoort, Lab Chip, 2006, 6, B. R. Fonslow and M. T. Bowser, Anal. Chem., 2005, 77, B. R. Fonslow, V. H. Barocas and M. T. Bowser, Anal. Chem., 2006, 78, C. X. Zhang and A. Manz, Anal. Chem., 2003, 75, Y. Xu, C. X. Zhang, D. Janasek and A. Manz, Lab Chip, 2003, 3, K. Macounova, C. R. Cabrera and P. Yager, Anal. Chem., 2001, 73, C. R. Cabrera and P. Yager, Electrophoresis, 2001, 22, H. Lu, S. Gaudet, M. A. Schmidt and K. F. Jensen, Anal. Chem., 2004, 76, G. Münchow, S. Hardt, J. P. Kutter and K. S. Drese, Lab Chip, 2007, 7, D. Janasek, M. Schilling, A. Manz and J. Franzke, Lab Chip, 2006, 6, Y. A. Song, S. Hsu, A. L. Stevens and J. Y. Han, Anal. Chem., 2006, 78, N. Pamme and A. Manz, Anal. Chem., 2004, 76, F. Petersson, L. Åberg, A.-M. Swärd-Nilsson and T. Laurell, Anal. Chem., 2007, 79, M. Becker, A. Mansouri, T. Matsui, J. Franzke, A. Manz and D. Janasek, in Proceedings of the MSB conference, Vancouver, L. M. Barrett, A. J. Skulan, A. K. Singh, E. B. Cummings and G. J. Fiechtner, Anal. Chem., 2005, 77, K. H. Kang, Y. J. Kang, X. C. Xuan and D. Q. Li, Electrophoresis, 2006, 27, I. Barbulovic-Nad, X. C. Xuan, J. S. H. Lee and D. Q. Li, Lab Chip, 2006, 6, E. B. Cummings and A. K. Singh, Anal. Chem., 2003, 75, B. G. Hawkins, A. E. Smith, Y. A. Syed and B. J. Kirby, Anal. Chem., 2007, 79, J. G. Kralj, M. T. W. Lis, M. A. Schmidt and K. F. Jensen, Anal. Chem., 2006, 78, S. Choi and J.-K. Park, Lab Chip, 2005, 5, C. D. James, M. Okandan, S. S. Mani, P. C. Galambos and R. Shul, J. Micromech. Microeng., 2006, 16, I. Doh and Y. H. Cho, Sens. Actuators, A, 2005, 121, Y. L. Li, C. Dalton, H. J. Crabtree, G. Nilsson and K. Kaler, Lab Chip, 2007, 7, X. Y. Hu, P. H. Bessette, J. R. Qian, C. D. Meinhart, P. S. Daugherty and H. T. Soh, Proc. Natl. Acad. Sci. U. S. A., 2005, 102, P. H. Bessette, X. Y. Hu, H. T. Soh and P. S. Daugherty, Anal. Chem., 2007, 79, F. C. Leinweber, J. C. T. Eijkel, J. G. Bower and A. van den Berg, Anal. Chem., 2006, 78, M. A. M. Gijs, Microfluid. Nanofluid., 2004, 1, N. Pamme, Lab Chip, 2006, 6, R. Hartig, M. Hausmann, J. Schmitt, D. B. J. Herrmann, M. Riedmiller and C. Cremer, Electrophoresis, 1992, 13, L. P. Sun, M. Zborowski, L. R. Moore and J. J. Chalmers, Cytometry, 1998, 33, M. Zborowski, L. P. Sun, L. R. Moore, P. S. Williams and J. J. Chalmers, J. Magn. Magn. Mater., 1999, 194, K. E. McCloskey, L. R. Moore, M. Hoyos, A. Rodriguez, J. J. Chalmers and M. Zborowski, Biotechnol. Prog., 2003, 19, G. Blankenstein and U. D. Larsen, Biosens. Bioelectron., 1998, 13, N. Chronis, W. Lam and L. Lee, in Micro Total Analysis Systems 2001, ed. J. M. Ramsey, A. v. d. Berg, Kluwer Academic Publishers, Monerey, USA, 2001, pp K. S. Kim and J.-K. Park, Lab Chip, 2005, 5, A. C. Siegel, S. S. Shevkoplyas, D. B. Weibel, D. A. Bruzewicz, A. W. Martinez and G. M. Whitesides, Angew. Chem., Int. Ed., 2006, N. Xia, T. P. Hunt, B. T. Mayers, E. Alsberg, G. M. Whitesides, R. M. Westervelt and D. E. Ingber, Biomed. Microdev., 2006, 8, K.-H. Han and A. B. Frazier, Lab Chip, 2006, 6, N. Pamme, J. C. T. Eijkel and A. Manz, J. Magn. Magn. Mater., 2006, 307, Lab Chip, 2007, 7, This journal is ß The Royal Society of Chemistry 2007

16 81 N. Pamme and C. Wilhelm, Lab Chip, 2006, 6, D. W. Inglis, R. Riehn, R. H. Austin and J. C. Sturm, Appl. Phys. Lett., 2004, 85, M. Zborowski, G. R. Ostera, L. R. Moore, S. Milliron, J. J. Chalmers and A. N. Schechtery, Biophys. J., 2003, 84, D. Schuler and R. B. Frankel, Appl. Microbiol. Biotechnol., 1999, 52, N. Hirota, A. Iles and N. Pamme, in Proceedings of microtas 2007 Conference, ed. J.-L. Viovy, 2007, p W. T. Coakley, Trends Biotechnol., 1997, 15, T. Laurell, F. Petersson and A. Nilsson, Chem. Soc. Rev., 2007, 36, J. J. Hawkes and W. T. Coakley, Sens. Actuators, B, 2001, 75, A. Nilsson, F. Petersson, H. Jonsson and T. Laurell, Lab Chip, 2004, 4, F. Petersson, A. Nilsson, C. Holm, H. Jonsson and T. Laurell, Lab Chip, 2005, 5, S. Kapishnikov, V. Kantsler and V. Steinberg, J. Stat. Mech., 2006, P M. P. MacDonald, G. C. Spalding and K. Dholakia, Nature, 2003, 426, G. Milne, D. Rhodes, M. MacDonald and K. Dholakia, Opt. Lett., 2007, 32, D. Huh, J. H. Bahng, Y. B. Ling, H. H. Wei, O. D. Kripfgans, J. B. Fowlkes, J. B. Grotberg and S. Takayama, Anal. Chem., 2007, 79, J. C. Giddings, Sep. Sci. Technol., 1985, 20, M. H. Moon, H. J. Kim, S. Y. Kwon, S. J. Lee, Y. S. Chang and H. Lim, Anal. Chem., 2004, 76, C. B. Fuh and J. C. Giddings, Sep. Sci. Technol., 1997, 32, C. B. Fuh, Anal. Chem., 2000, 72, 266A. 99 Y. H. Zhang, R. W. Barber and D. R. Emerson, Curr. Anal. Chem., 2005, 1, N. Narayanan, A. Saldanha and B. K. Gale, Lab Chip, 2006, 6, 105. This journal is ß The Royal Society of Chemistry 2007 Lab Chip, 2007, 7,

Modern Construction Materials Prof. Ravindra Gettu Department of Civil Engineering Indian Institute of Technology, Madras

Modern Construction Materials Prof. Ravindra Gettu Department of Civil Engineering Indian Institute of Technology, Madras Modern Construction Materials Prof. Ravindra Gettu Department of Civil Engineering Indian Institute of Technology, Madras Module - 2 Lecture - 2 Part 2 of 2 Review of Atomic Bonding II We will continue

More information

Universitätsstrasse 1, D-40225 Düsseldorf, Germany 3 Current address: Institut für Festkörperforschung,

Universitätsstrasse 1, D-40225 Düsseldorf, Germany 3 Current address: Institut für Festkörperforschung, Lane formation in oppositely charged colloidal mixtures - supplementary information Teun Vissers 1, Adam Wysocki 2,3, Martin Rex 2, Hartmut Löwen 2, C. Patrick Royall 1,4, Arnout Imhof 1, and Alfons van

More information

DNA Separation Methods. Chapter 12

DNA Separation Methods. Chapter 12 DNA Separation Methods Chapter 12 DNA molecules After PCR reaction produces many copies of DNA molecules Need a way to separate the DNA molecules from similar sized molecules Only way to genotype samples

More information

1. Fluids Mechanics and Fluid Properties. 1.1 Objectives of this section. 1.2 Fluids

1. Fluids Mechanics and Fluid Properties. 1.1 Objectives of this section. 1.2 Fluids 1. Fluids Mechanics and Fluid Properties What is fluid mechanics? As its name suggests it is the branch of applied mechanics concerned with the statics and dynamics of fluids - both liquids and gases.

More information

Bruce B. Weiner, Walther W. Tscharnuter, David Fairhurst Brookhaven Instruments Corporation Holtsville, NY 11742 US

Bruce B. Weiner, Walther W. Tscharnuter, David Fairhurst Brookhaven Instruments Corporation Holtsville, NY 11742 US Zeta Potential: A New Approach by Bruce B. Weiner, Walther W. Tscharnuter, David Fairhurst Brookhaven Instruments Corporation Holtsville, NY 11742 US A paper presented at the Canadian Mineral Analysts

More information

VISUAL PHYSICS School of Physics University of Sydney Australia. Why do cars need different oils in hot and cold countries?

VISUAL PHYSICS School of Physics University of Sydney Australia. Why do cars need different oils in hot and cold countries? VISUAL PHYSICS School of Physics University of Sydney Australia FLUID FLOW VISCOSITY POISEUILLE'S LAW? Why do cars need different oils in hot and cold countries? Why does the engine runs more freely as

More information

Introduction to Microfluidics. Date: 2013/04/26. Dr. Yi-Chung Tung. Outline

Introduction to Microfluidics. Date: 2013/04/26. Dr. Yi-Chung Tung. Outline Introduction to Microfluidics Date: 2013/04/26 Dr. Yi-Chung Tung Outline Introduction to Microfluidics Basic Fluid Mechanics Concepts Equivalent Fluidic Circuit Model Conclusion What is Microfluidics Microfluidics

More information

The Theory of HPLC. Gradient HPLC

The Theory of HPLC. Gradient HPLC The Theory of HPLC Gradient HPLC i Wherever you see this symbol, it is important to access the on-line course as there is interactive material that cannot be fully shown in this reference manual. Aims

More information

AS COMPETITION PAPER 2008

AS COMPETITION PAPER 2008 AS COMPETITION PAPER 28 Name School Town & County Total Mark/5 Time Allowed: One hour Attempt as many questions as you can. Write your answers on this question paper. Marks allocated for each question

More information

10 is a soft polymer clay that can easily be moulded by hands (S1-Left). The simplest option is to create

10 is a soft polymer clay that can easily be moulded by hands (S1-Left). The simplest option is to create Electronic Supplementary Material (ESI) for Lab on a Chip. This journal is The Royal Society of Chemistry 2014 1 Angry pathogens, how to get rid of them: introducing microfluidics for 2 waterborne pathogen

More information

Fabrication Challenges for Point-ofcare Diagnostics and Organ-on-chip

Fabrication Challenges for Point-ofcare Diagnostics and Organ-on-chip Fabrication Challenges for Point-ofcare Diagnostics and Organ-on-chip Zulfiqur Ali (z.ali@tees.ac.uk) Project DIGINOVA: Biomedical Applications for Digital Fabrication, 6 th November 2013, CPI s National

More information

Fluid Mechanics: Static s Kinematics Dynamics Fluid

Fluid Mechanics: Static s Kinematics Dynamics Fluid Fluid Mechanics: Fluid mechanics may be defined as that branch of engineering science that deals with the behavior of fluid under the condition of rest and motion Fluid mechanics may be divided into three

More information

Basic Principles in Microfluidics

Basic Principles in Microfluidics Basic Principles in Microfluidics 1 Newton s Second Law for Fluidics Newton s 2 nd Law (F= ma) : Time rate of change of momentum of a system equal to net force acting on system!f = dp dt Sum of forces

More information

Diffusion and Fluid Flow

Diffusion and Fluid Flow Diffusion and Fluid Flow What determines the diffusion coefficient? What determines fluid flow? 1. Diffusion: Diffusion refers to the transport of substance against a concentration gradient. ΔS>0 Mass

More information

A LAMINAR FLOW ELEMENT WITH A LINEAR PRESSURE DROP VERSUS VOLUMETRIC FLOW. 1998 ASME Fluids Engineering Division Summer Meeting

A LAMINAR FLOW ELEMENT WITH A LINEAR PRESSURE DROP VERSUS VOLUMETRIC FLOW. 1998 ASME Fluids Engineering Division Summer Meeting TELEDYNE HASTINGS TECHNICAL PAPERS INSTRUMENTS A LAMINAR FLOW ELEMENT WITH A LINEAR PRESSURE DROP VERSUS VOLUMETRIC FLOW Proceedings of FEDSM 98: June -5, 998, Washington, DC FEDSM98 49 ABSTRACT The pressure

More information

Displays. Cathode Ray Tube. Semiconductor Elements. Basic applications. Oscilloscope TV Old monitors. 2009, Associate Professor PhD. T.

Displays. Cathode Ray Tube. Semiconductor Elements. Basic applications. Oscilloscope TV Old monitors. 2009, Associate Professor PhD. T. Displays Semiconductor Elements 1 Cathode Ray Tube Basic applications Oscilloscope TV Old monitors 2 1 Idea of Electrostatic Deflection 3 Inside an Electrostatic Deflection Cathode Ray Tube Gun creates

More information

Graphical displays are generally of two types: vector displays and raster displays. Vector displays

Graphical displays are generally of two types: vector displays and raster displays. Vector displays Display technology Graphical displays are generally of two types: vector displays and raster displays. Vector displays Vector displays generally display lines, specified by their endpoints. Vector display

More information

HiPer Ion Exchange Chromatography Teaching Kit

HiPer Ion Exchange Chromatography Teaching Kit HiPer Ion Exchange Chromatography Teaching Kit Product Code: HTC001 Number of experiments that can be performed: 5 Duration of Experiment: Protocol: 5-6 hours Storage Instructions: The kit is stable for

More information

SYNERGISTIC APPLICATION OF ADVANCED PRIMARY AND SECONDARY WASTEWATER TREATMENT SYSTEMS

SYNERGISTIC APPLICATION OF ADVANCED PRIMARY AND SECONDARY WASTEWATER TREATMENT SYSTEMS SYNERGISTIC APPLICATION OF ADVANCED PRIMARY AND SECONDARY WASTEWATER TREATMENT SYSTEMS Published in Water and Waste Digest membrane issue, November 2008 Miroslav Colic; Chief Scientist, Clean Water Technology

More information

A Comparison of Analytical and Finite Element Solutions for Laminar Flow Conditions Near Gaussian Constrictions

A Comparison of Analytical and Finite Element Solutions for Laminar Flow Conditions Near Gaussian Constrictions A Comparison of Analytical and Finite Element Solutions for Laminar Flow Conditions Near Gaussian Constrictions by Laura Noelle Race An Engineering Project Submitted to the Graduate Faculty of Rensselaer

More information

ZETA POTENTIAL ANALYSIS OF NANOPARTICLES

ZETA POTENTIAL ANALYSIS OF NANOPARTICLES ZETA POTENTIAL ANALYSIS OF NANOPARTICLES SEPTEMBER 2012, V 1.1 4878 RONSON CT STE K SAN DIEGO, CA 92111 858-565 - 4227 NANOCOMPOSIX.COM Note to the Reader: We at nanocomposix have published this document

More information

Solid shape molding is not desired in injection molding due to following reasons.

Solid shape molding is not desired in injection molding due to following reasons. PLASTICS PART DESIGN and MOULDABILITY Injection molding is popular manufacturing method because of its high-speed production capability. Performance of plastics part is limited by its properties which

More information

Collision of a small bubble with a large falling particle

Collision of a small bubble with a large falling particle EPJ Web of Conferences 67, 212 (214) DOI: 1.11/ epjconf/ 21467212 C Owned by the authors, published by EDP Sciences, 214 Collision of a small bubble with a large falling particle Jiri Vejrazka 1,a, Martin

More information

Separation of Amino Acids by Paper Chromatography

Separation of Amino Acids by Paper Chromatography Separation of Amino Acids by Paper Chromatography Chromatography is a common technique for separating chemical substances. The prefix chroma, which suggests color, comes from the fact that some of the

More information

Katharina Lückerath (AG Dr. Martin Zörnig) adapted from Dr. Jörg Hildmann BD Biosciences,Customer Service

Katharina Lückerath (AG Dr. Martin Zörnig) adapted from Dr. Jörg Hildmann BD Biosciences,Customer Service Introduction into Flow Cytometry Katharina Lückerath (AG Dr. Martin Zörnig) adapted from Dr. Jörg Hildmann BD Biosciences,Customer Service How does a FACS look like? FACSCalibur FACScan What is Flow Cytometry?

More information

Chapter 10. Flow Rate. Flow Rate. Flow Measurements. The velocity of the flow is described at any

Chapter 10. Flow Rate. Flow Rate. Flow Measurements. The velocity of the flow is described at any Chapter 10 Flow Measurements Material from Theory and Design for Mechanical Measurements; Figliola, Third Edition Flow Rate Flow rate can be expressed in terms of volume flow rate (volume/time) or mass

More information

RECITATION NOTES FOR EXPERIMENT # 5 A&B THIN LAYER CHROMATOGRAPHY

RECITATION NOTES FOR EXPERIMENT # 5 A&B THIN LAYER CHROMATOGRAPHY RECITATION NOTES FOR EXPERIMENT # 5 A&B THIN LAYER CHROMATOGRAPHY Have your lab textbook available for quick reference to specific pages, indicated in red. BASIC PRINCIPLES OF CHROMATOGRAPHY Chromatography

More information

Design of Steel Structures Prof. S.R.Satish Kumar and Prof. A.R.Santha Kumar. Fig. 7.21 some of the trusses that are used in steel bridges

Design of Steel Structures Prof. S.R.Satish Kumar and Prof. A.R.Santha Kumar. Fig. 7.21 some of the trusses that are used in steel bridges 7.7 Truss bridges Fig. 7.21 some of the trusses that are used in steel bridges Truss Girders, lattice girders or open web girders are efficient and economical structural systems, since the members experience

More information

v = fλ PROGRESSIVE WAVES 1 Candidates should be able to :

v = fλ PROGRESSIVE WAVES 1 Candidates should be able to : PROGRESSIVE WAVES 1 Candidates should be able to : Describe and distinguish between progressive longitudinal and transverse waves. With the exception of electromagnetic waves, which do not need a material

More information

Lecture 24 - Surface tension, viscous flow, thermodynamics

Lecture 24 - Surface tension, viscous flow, thermodynamics Lecture 24 - Surface tension, viscous flow, thermodynamics Surface tension, surface energy The atoms at the surface of a solid or liquid are not happy. Their bonding is less ideal than the bonding of atoms

More information

一 Development of microchip integrated with electrochemical sensor in conjunction with indium tin oxide electrode

一 Development of microchip integrated with electrochemical sensor in conjunction with indium tin oxide electrode 一 Development of microchip integrated with electrochemical sensor in conjunction with indium tin oxide electrode We developed a microchips integrated with electrochemical sensor which uses indium tin oxide

More information

Section III: Loading and Running DNA in Agarose Gels

Section III: Loading and Running DNA in Agarose Gels Section III: In This Section DNA Loading 90 Loading Buffers 91 Optimal Voltage and Electrophoretic Times 92 Fast Running Protocols for High Resolution in MetaPhor Agarose Gels 93 References 94 89 Section

More information

Protease Peptide Microarrays Ready-to-use microarrays for protease profiling

Protease Peptide Microarrays Ready-to-use microarrays for protease profiling Protocol Protease Peptide Microarrays Ready-to-use microarrays for protease profiling Contact us: InfoLine: +49-30-97893-117 Order per fax: +49-30-97893-299 Or e-mail: peptide@jpt.com www: www.jpt.com

More information

Dynamics in nanoworlds

Dynamics in nanoworlds Dynamics in nanoworlds Interplay of energy, diffusion and friction in (sub)cellular world 1 NB Queste diapositive sono state preparate per il corso di Biofisica tenuto dal Dr. Attilio V. Vargiu presso

More information

Encoders for Linear Motors in the Electronics Industry

Encoders for Linear Motors in the Electronics Industry Technical Information Encoders for Linear Motors in the Electronics Industry The semiconductor industry and automation technology increasingly require more precise and faster machines in order to satisfy

More information

Patrick TABELING, patrick.tabeling@espci.fr ESPCI, MMN, 75231 Paris 0140795153

Patrick TABELING, patrick.tabeling@espci.fr ESPCI, MMN, 75231 Paris 0140795153 Patrick TABELING, patrick.tabeling@espci.fr ESPCI, MMN, 75231 Paris 0140795153 Outline of Lecture 1 1 - History and prospectives of microfluidics 2 - Microsystems and macroscopic approach. 3 - The spectacular

More information

DYNAMIC LIGHT SCATTERING COMMON TERMS DEFINED

DYNAMIC LIGHT SCATTERING COMMON TERMS DEFINED DYNAMIC LIGHT SCATTERING COMMON TERMS DEFINED Abstract: There are a number of sources of information that give a mathematical description of the terms used in light scattering. However, these will not

More information

Scanning Near Field Optical Microscopy: Principle, Instrumentation and Applications

Scanning Near Field Optical Microscopy: Principle, Instrumentation and Applications Scanning Near Field Optical Microscopy: Principle, Instrumentation and Applications Saulius Marcinkevičius Optics, ICT, KTH 1 Outline Optical near field. Principle of scanning near field optical microscope

More information

Science Standard Articulated by Grade Level Strand 5: Physical Science

Science Standard Articulated by Grade Level Strand 5: Physical Science Concept 1: Properties of Objects and Materials Classify objects and materials by their observable properties. Kindergarten Grade 1 Grade 2 Grade 3 Grade 4 PO 1. Identify the following observable properties

More information

Technical Considerations Detecting Transparent Materials in Particle Analysis. Michael Horgan

Technical Considerations Detecting Transparent Materials in Particle Analysis. Michael Horgan Technical Considerations Detecting Transparent Materials in Particle Analysis Michael Horgan Who We Are Fluid Imaging Technology Manufacturers of the FlowCam series of particle analyzers FlowCam HQ location

More information

HEAVY OIL FLOW MEASUREMENT CHALLENGES

HEAVY OIL FLOW MEASUREMENT CHALLENGES HEAVY OIL FLOW MEASUREMENT CHALLENGES 1 INTRODUCTION The vast majority of the world s remaining oil reserves are categorised as heavy / unconventional oils (high viscosity). Due to diminishing conventional

More information

P R E A M B L E. Facilitated workshop problems for class discussion (1.5 hours)

P R E A M B L E. Facilitated workshop problems for class discussion (1.5 hours) INSURANCE SCAM OPTICS - LABORATORY INVESTIGATION P R E A M B L E The original form of the problem is an Experimental Group Research Project, undertaken by students organised into small groups working as

More information

PS-6.2 Explain the factors that determine potential and kinetic energy and the transformation of one to the other.

PS-6.2 Explain the factors that determine potential and kinetic energy and the transformation of one to the other. PS-6.1 Explain how the law of conservation of energy applies to the transformation of various forms of energy (including mechanical energy, electrical energy, chemical energy, light energy, sound energy,

More information

Solving Simultaneous Equations and Matrices

Solving Simultaneous Equations and Matrices Solving Simultaneous Equations and Matrices The following represents a systematic investigation for the steps used to solve two simultaneous linear equations in two unknowns. The motivation for considering

More information

Study the following diagrams of the States of Matter. Label the names of the Changes of State between the different states.

Study the following diagrams of the States of Matter. Label the names of the Changes of State between the different states. Describe the strength of attractive forces between particles. Describe the amount of space between particles. Can the particles in this state be compressed? Do the particles in this state have a definite

More information

Surface Tension. the surface tension of a liquid is the energy required to increase the surface area a given amount

Surface Tension. the surface tension of a liquid is the energy required to increase the surface area a given amount Tro, Chemistry: A Molecular Approach 1 Surface Tension surface tension is a property of liquids that results from the tendency of liquids to minimize their surface area in order to minimize their surface

More information

OPTIMISE TANK DESIGN USING CFD. Lisa Brown. Parsons Brinckerhoff

OPTIMISE TANK DESIGN USING CFD. Lisa Brown. Parsons Brinckerhoff OPTIMISE TANK DESIGN USING CFD Paper Presented by: Lisa Brown Authors: Lisa Brown, General Manager, Franz Jacobsen, Senior Water Engineer, Parsons Brinckerhoff 72 nd Annual Water Industry Engineers and

More information

Optiffuser. High-performance, high bandwidth lightweight 1D diffuser.

Optiffuser. High-performance, high bandwidth lightweight 1D diffuser. Optiffuser High-performance, high bandwidth lightweight 1D diffuser. General product information The Optiffuser comes in packs of four panels. Two positives and two negatives (see page 5) per package.

More information

INSTRUCTIONS 56-1190-98. Edition AC

INSTRUCTIONS 56-1190-98. Edition AC Sephacryl S-100 High Resolution Sephacryl S-200 High Resolution Sephacryl S-300 High Resolution Sephacryl S-400 High Resolution Sephacryl S-500 High Resolution INSTRUCTIONS Sephacryl High Resolution chromatography

More information

Why Being Small? Savings in time & cost. Disposable Parallel processing Integration/Automation. Gain from the unique microscopic features

Why Being Small? Savings in time & cost. Disposable Parallel processing Integration/Automation. Gain from the unique microscopic features Miniaturization in Electronic Technology ENIAC: the "Electronic Numerical Integrator and Calculator, 1943 ENIAC filled a 20 by 40 feet room, weighed 30 tons, and used more than 18,000 vacuum tubes. iphone

More information

Amiad s AMF² pre-treatment technology ensures efficient and reliable nanofiltration of Scottish Highland loch water

Amiad s AMF² pre-treatment technology ensures efficient and reliable nanofiltration of Scottish Highland loch water technical article Document Ref: 0411001-NFPT-text-RevG Status: Re-issued to Elsevier Science Company: Amiad Filtration Systems Limited Issue Date: 10 February 2006 Copy Deadline: 10 February 2006 Publication:

More information

XI / PHYSICS FLUIDS IN MOTION 11/PA

XI / PHYSICS FLUIDS IN MOTION 11/PA Viscosity It is the property of a liquid due to which it flows in the form of layers and each layer opposes the motion of its adjacent layer. Cause of viscosity Consider two neighboring liquid layers A

More information

Ionosphere Properties and Behaviors - Part 2 By Marcel H. De Canck, ON5AU

Ionosphere Properties and Behaviors - Part 2 By Marcel H. De Canck, ON5AU Ionosphere Properties and Behaviors - Part 2 By Marcel H. De Canck, ON5AU I n the previous issue I explained that gyrofrequency depends on the earth s magnetic field and mentioned that this magnetic field

More information

GLOBAL COLLEGE OF ENGINEERING &TECHNOLOGY: YSR DIST. Unit VII Fiber Optics Engineering Physics

GLOBAL COLLEGE OF ENGINEERING &TECHNOLOGY: YSR DIST. Unit VII Fiber Optics Engineering Physics Introduction Fiber optics deals with the light propagation through thin glass fibers. Fiber optics plays an important role in the field of communication to transmit voice, television and digital data signals

More information

Hydrogen Bonds The electrostatic nature of hydrogen bonds

Hydrogen Bonds The electrostatic nature of hydrogen bonds Hydrogen Bonds Hydrogen bonds have played an incredibly important role in the history of structural biology. Both the structure of DNA and of protein a-helices and b-sheets were predicted based largely

More information

Notes on Polymer Rheology Outline

Notes on Polymer Rheology Outline 1 Why is rheology important? Examples of its importance Summary of important variables Description of the flow equations Flow regimes - laminar vs. turbulent - Reynolds number - definition of viscosity

More information

High-Throughput 3-D Chromatography Through Ion Exchange SPE

High-Throughput 3-D Chromatography Through Ion Exchange SPE High-Throughput 3-D Chromatography Through Ion Exchange SPE Application Note 205 Luke Roenneburg and Alan Hamstra (Gilson, Inc.) Introduction 2-dimensional (2-D) separation is the separation of a sample

More information

Radial-axial Radial mixing is based on the premise that the fluids to be mixed enter the mixer in the correct proportions simultaneously

Radial-axial Radial mixing is based on the premise that the fluids to be mixed enter the mixer in the correct proportions simultaneously Brochure E-0501 1 Introduction. Static mixers are used for a wide range of applications including mixing, heat exchange and dispersion, due to numerous unique innovations our products are especially suitable

More information

Natural Convection. Buoyancy force

Natural Convection. Buoyancy force Natural Convection In natural convection, the fluid motion occurs by natural means such as buoyancy. Since the fluid velocity associated with natural convection is relatively low, the heat transfer coefficient

More information

Solid State Detectors = Semi-Conductor based Detectors

Solid State Detectors = Semi-Conductor based Detectors Solid State Detectors = Semi-Conductor based Detectors Materials and their properties Energy bands and electronic structure Charge transport and conductivity Boundaries: the p-n junction Charge collection

More information

Plate waves in phononic crystals slabs

Plate waves in phononic crystals slabs Acoustics 8 Paris Plate waves in phononic crystals slabs J.-J. Chen and B. Bonello CNRS and Paris VI University, INSP - 14 rue de Lourmel, 7515 Paris, France chen99nju@gmail.com 41 Acoustics 8 Paris We

More information

Fractional Distillation and Gas Chromatography

Fractional Distillation and Gas Chromatography Fractional Distillation and Gas Chromatography Background Distillation The previous lab used distillation to separate a mixture of hexane and toluene based on a difference in boiling points. Hexane boils

More information

Reflection and Refraction

Reflection and Refraction Equipment Reflection and Refraction Acrylic block set, plane-concave-convex universal mirror, cork board, cork board stand, pins, flashlight, protractor, ruler, mirror worksheet, rectangular block worksheet,

More information

Using CFD to improve the design of a circulating water channel

Using CFD to improve the design of a circulating water channel 2-7 December 27 Using CFD to improve the design of a circulating water channel M.G. Pullinger and J.E. Sargison School of Engineering University of Tasmania, Hobart, TAS, 71 AUSTRALIA Abstract Computational

More information

Development of New Inkjet Head Applying MEMS Technology and Thin Film Actuator

Development of New Inkjet Head Applying MEMS Technology and Thin Film Actuator Development of New Inkjet Head Applying MEMS Technology and Thin Film Actuator Kenji MAWATARI, Koich SAMESHIMA, Mitsuyoshi MIYAI, Shinya MATSUDA Abstract We developed a new inkjet head by applying MEMS

More information

FLUID FLOW STREAMLINE LAMINAR FLOW TURBULENT FLOW REYNOLDS NUMBER

FLUID FLOW STREAMLINE LAMINAR FLOW TURBULENT FLOW REYNOLDS NUMBER VISUAL PHYSICS School of Physics University of Sydney Australia FLUID FLOW STREAMLINE LAMINAR FLOW TURBULENT FLOW REYNOLDS NUMBER? What type of fluid flow is observed? The above pictures show how the effect

More information

Fiber Optics: Fiber Basics

Fiber Optics: Fiber Basics Photonics Technical Note # 21 Fiber Optics Fiber Optics: Fiber Basics Optical fibers are circular dielectric wave-guides that can transport optical energy and information. They have a central core surrounded

More information

NUMERICAL ANALYSIS OF THE EFFECTS OF WIND ON BUILDING STRUCTURES

NUMERICAL ANALYSIS OF THE EFFECTS OF WIND ON BUILDING STRUCTURES Vol. XX 2012 No. 4 28 34 J. ŠIMIČEK O. HUBOVÁ NUMERICAL ANALYSIS OF THE EFFECTS OF WIND ON BUILDING STRUCTURES Jozef ŠIMIČEK email: jozef.simicek@stuba.sk Research field: Statics and Dynamics Fluids mechanics

More information

TOF FUNDAMENTALS TUTORIAL

TOF FUNDAMENTALS TUTORIAL TOF FUNDAMENTALS TUTORIAL Presented By: JORDAN TOF PRODUCTS, INC. 990 Golden Gate Terrace Grass Valley, CA 95945 530-272-4580 / 530-272-2955 [fax] www.rmjordan.com [web] info@rmjordan.com [e-mail] This

More information

C.-K. Ng. Stanford Linear Accelerator Center. and. T. Weiland. University oftechnology. FB18, Schlossgartenstr. 8. D64289, Darmstadt, Germany.

C.-K. Ng. Stanford Linear Accelerator Center. and. T. Weiland. University oftechnology. FB18, Schlossgartenstr. 8. D64289, Darmstadt, Germany. SLAC-PUB-95-7005 September, 1995 Impedance of the PEP-II DIP Screen C.-K. Ng Stanford Linear Accelerator Center Stanford University, Stanford, CA 94309, USA and T. Weiland University oftechnology FB18,

More information

Improving the yield of soybean oil extraction process by using of microwave system

Improving the yield of soybean oil extraction process by using of microwave system Improving the yield of soybean oil extraction process by using of microwave system M. Ghazvehi, M. Nasiri* School of Chemical, Gas and Petroleum Engineering, Semnan University,Semnan, Iran The increasing

More information

Physical Science Study Guide Unit 7 Wave properties and behaviors, electromagnetic spectrum, Doppler Effect

Physical Science Study Guide Unit 7 Wave properties and behaviors, electromagnetic spectrum, Doppler Effect Objectives: PS-7.1 Physical Science Study Guide Unit 7 Wave properties and behaviors, electromagnetic spectrum, Doppler Effect Illustrate ways that the energy of waves is transferred by interaction with

More information

Outotec HIGmills; A Fine Grinding Technology

Outotec HIGmills; A Fine Grinding Technology 23 rd International Mining Congress & Exhibition of Turkey 16-19 April 2013 ANTALYA Outotec HIGmills; A Fine Grinding Technology H. Lehto Outotec Finland Oy A. Paz Outotec Pty Ltd, Perth, Australia I.

More information

Gas Chromatography. Let s begin with an example problem: SPME head space analysis of pesticides in tea and follow-up analysis by high speed GC.

Gas Chromatography. Let s begin with an example problem: SPME head space analysis of pesticides in tea and follow-up analysis by high speed GC. Gas Chromatography Let s begin with an example problem: SPME head space analysis of pesticides in tea and follow-up analysis by high speed GC. Samples in 10mL sealed glass vials were placed in the MPS-2

More information

Laminar and Turbulent flow. Flow Sensors. Reynolds Number. Thermal flow Sensor. Flow and Flow rate. R = Mass Flow controllers

Laminar and Turbulent flow. Flow Sensors. Reynolds Number. Thermal flow Sensor. Flow and Flow rate. R = Mass Flow controllers Flow and Flow rate. Laminar and Turbulent flow Laminar flow: smooth, orderly and regular Mechanical sensors have inertia, which can integrate out small variations due to turbulence Turbulent flow: chaotic

More information

Advancements in High Frequency, High Resolution Acoustic Micro Imaging for Thin Silicon Applications

Advancements in High Frequency, High Resolution Acoustic Micro Imaging for Thin Silicon Applications Advancements in High Frequency, High Resolution Acoustic Micro Imaging for Thin Silicon Applications Janet E. Semmens Sonoscan, Inc. 2149 E. Pratt Boulevard Elk Grove Village, IL 60007 USA Phone: (847)

More information

1.1.2. thebiotutor. AS Biology OCR. Unit F211: Cells, Exchange & Transport. Module 1.2 Cell Membranes. Notes & Questions.

1.1.2. thebiotutor. AS Biology OCR. Unit F211: Cells, Exchange & Transport. Module 1.2 Cell Membranes. Notes & Questions. thebiotutor AS Biology OCR Unit F211: Cells, Exchange & Transport Module 1.2 Cell Membranes Notes & Questions Andy Todd 1 Outline the roles of membranes within cells and at the surface of cells. The main

More information

SPACE CHARGE ACCUMULATION UNDER THE EFFECTS OF TEMPERATURE GRADIENT ON SOLID DIELECTRIC DC CABLE

SPACE CHARGE ACCUMULATION UNDER THE EFFECTS OF TEMPERATURE GRADIENT ON SOLID DIELECTRIC DC CABLE ISBN 978--658-9 Proceedings of the 6 th International Symposium on High Voltage Engineering Copyright c 9 SAIEE, Innes House, Johannesburg SPACE CHARGE ACCUMULATION UNDER THE EFFECTS OF TEMPERATURE GRADIENT

More information

Aeration Air & Digester Gas Flow Metering Using Thermal Mass Technology. HWEA 2011 Conference Craig S. Johnson

Aeration Air & Digester Gas Flow Metering Using Thermal Mass Technology. HWEA 2011 Conference Craig S. Johnson Aeration Air & Digester Gas Flow Metering Using Thermal Mass Technology HWEA 2011 Conference Craig S. Johnson Presentation Overview Introduction Aeration Air & Digester gas challenges Gas flow metering

More information

Biological cell membranes

Biological cell membranes Unit 14: Cell biology. 14 2 Biological cell membranes The cell surface membrane surrounds the cell and acts as a barrier between the cell s contents and the environment. The cell membrane has multiple

More information

Acousto-optic modulator

Acousto-optic modulator 1 of 3 Acousto-optic modulator F An acousto-optic modulator (AOM), also called a Bragg cell, uses the acousto-optic effect to diffract and shift the frequency of light using sound waves (usually at radio-frequency).

More information

Contents. Microfluidics - Jens Ducrée Physics: Fluid Dynamics 1

Contents. Microfluidics - Jens Ducrée Physics: Fluid Dynamics 1 Contents 1. Introduction 2. Fluids 3. Physics of Microfluidic Systems 4. Microfabrication Technologies 5. Flow Control 6. Micropumps 7. Sensors 8. Ink-Jet Technology 9. Liquid Handling 10.Microarrays 11.Microreactors

More information

Energy Transport. Focus on heat transfer. Heat Transfer Mechanisms: Conduction Radiation Convection (mass movement of fluids)

Energy Transport. Focus on heat transfer. Heat Transfer Mechanisms: Conduction Radiation Convection (mass movement of fluids) Energy Transport Focus on heat transfer Heat Transfer Mechanisms: Conduction Radiation Convection (mass movement of fluids) Conduction Conduction heat transfer occurs only when there is physical contact

More information

Electromagnetism Laws and Equations

Electromagnetism Laws and Equations Electromagnetism Laws and Equations Andrew McHutchon Michaelmas 203 Contents Electrostatics. Electric E- and D-fields............................................. Electrostatic Force............................................2

More information

CEE 370 Fall 2015. Laboratory #3 Open Channel Flow

CEE 370 Fall 2015. Laboratory #3 Open Channel Flow CEE 70 Fall 015 Laboratory # Open Channel Flow Objective: The objective of this experiment is to measure the flow of fluid through open channels using a V-notch weir and a hydraulic jump. Introduction:

More information

Cathode Ray Tube. Introduction. Functional principle

Cathode Ray Tube. Introduction. Functional principle Introduction The Cathode Ray Tube or Braun s Tube was invented by the German physicist Karl Ferdinand Braun in 897 and is today used in computer monitors, TV sets and oscilloscope tubes. The path of the

More information

Watershed Works Manual

Watershed Works Manual National Rural Employment Guarantee Act Watershed Works Manual DRAINAGE LINE TREATMENT: GABION STRUCTURE Baba Amte Centre for People s Empowerment Samaj Pragati Sahayog September 2006 Drainage Line Treatment:

More information

Theoretical and Experimental Investigation of Heat Transfer Characteristics through a Rectangular Microchannel Heat Sink

Theoretical and Experimental Investigation of Heat Transfer Characteristics through a Rectangular Microchannel Heat Sink Theoretical and Experimental Investigation of Heat Transfer Characteristics through a Rectangular Microchannel Heat Sink Dr. B. S. Gawali 1, V. B. Swami 2, S. D. Thakre 3 Professor Dr., Department of Mechanical

More information

Practice Problems on Boundary Layers. Answer(s): D = 107 N D = 152 N. C. Wassgren, Purdue University Page 1 of 17 Last Updated: 2010 Nov 22

Practice Problems on Boundary Layers. Answer(s): D = 107 N D = 152 N. C. Wassgren, Purdue University Page 1 of 17 Last Updated: 2010 Nov 22 BL_01 A thin flat plate 55 by 110 cm is immersed in a 6 m/s stream of SAE 10 oil at 20 C. Compute the total skin friction drag if the stream is parallel to (a) the long side and (b) the short side. D =

More information

NUMERICAL INVESTIGATIONS ON HEAT TRANSFER IN FALLING FILMS AROUND TURBULENCE WIRES

NUMERICAL INVESTIGATIONS ON HEAT TRANSFER IN FALLING FILMS AROUND TURBULENCE WIRES NUMERICAL INVESTIGATIONS ON HEAT TRANSFER IN FALLING FILMS AROUND TURBULENCE WIRES Abstract H. Raach and S. Somasundaram Thermal Process Engineering, University of Paderborn, Paderborn, Germany Turbulence

More information

Section 4: The Basics of Satellite Orbits

Section 4: The Basics of Satellite Orbits Section 4: The Basics of Satellite Orbits MOTION IN SPACE VS. MOTION IN THE ATMOSPHERE The motion of objects in the atmosphere differs in three important ways from the motion of objects in space. First,

More information

KINETIC MOLECULAR THEORY OF MATTER

KINETIC MOLECULAR THEORY OF MATTER KINETIC MOLECULAR THEORY OF MATTER The kinetic-molecular theory is based on the idea that particles of matter are always in motion. The theory can be used to explain the properties of solids, liquids,

More information

A Practical Guide to Free Energy Devices

A Practical Guide to Free Energy Devices A Practical Guide to Free Energy Devices Electrolysis Patents No 14: Last updated: 28th January 2006 Author: Patrick J. Kelly Please note that this is a re-worded excerpt from this patent. If the content

More information

Electricity. Investigating spontaneous gas discharge in air as a function of pressure. LD Physics Leaflets P3.9.2.1. 0210-Sel

Electricity. Investigating spontaneous gas discharge in air as a function of pressure. LD Physics Leaflets P3.9.2.1. 0210-Sel Electricity Electrical conduction in gases Gas discharge at reduced pressure LD Physics Leaflets P3.9.2.1 Investigating spontaneous gas discharge in air as a function of pressure Objects of the experiments

More information

Chokes. Types Reasons Basics of Operations Application

Chokes. Types Reasons Basics of Operations Application Chokes Types Reasons Basics of Operations Application Most Common Chokes Positive: Fixed orifice Disassemble to change bean Adjustable Provides variable orifice size through external adjustment Schematic

More information

AG 501-X8 and Bio-Rex MSZ 501(D) Mixed Bed Resin Instruction Manual. Bio-Rad Laboratories, 2000 Alfred Nobel Dr., Hercules CA 94547 LIT205 Rev B

AG 501-X8 and Bio-Rex MSZ 501(D) Mixed Bed Resin Instruction Manual. Bio-Rad Laboratories, 2000 Alfred Nobel Dr., Hercules CA 94547 LIT205 Rev B AG 501-X8 and Bio-Rex MSZ 501(D) Mixed Bed Resin Instruction Manual Bio-Rad Laboratories, 2000 Alfred Nobel Dr., Hercules CA 94547 LIT205 Rev B Introduction Mixed bed resins are used for deionizing water

More information

Lab-on-a-Chip Design + Foundry Service

Lab-on-a-Chip Design + Foundry Service Lab-on-a-Chip Design + Foundry Service Visions to Products Assay Integration Automation and miniaturization of biochemical assays The Lab-on-a-Chip Design + Foundry-Service offers a shortcut to lab-on-a-chip

More information

du u U 0 U dy y b 0 b

du u U 0 U dy y b 0 b BASIC CONCEPTS/DEFINITIONS OF FLUID MECHANICS (by Marios M. Fyrillas) 1. Density (πυκνότητα) Symbol: 3 Units of measure: kg / m Equation: m ( m mass, V volume) V. Pressure (πίεση) Alternative definition:

More information

Effects of Tg and CTE on Semiconductor Encapsulants

Effects of Tg and CTE on Semiconductor Encapsulants Effects of Tg and CTE on Semiconductor Encapsulants Dr. Mark M. Konarski Loctite Corporation www.loctite.com Abstract As the role of direct-chip-attachment increases in the electronics industry, the reliability

More information

Eðlisfræði 2, vor 2007

Eðlisfræði 2, vor 2007 [ Assignment View ] [ Pri Eðlisfræði 2, vor 2007 28. Sources of Magnetic Field Assignment is due at 2:00am on Wednesday, March 7, 2007 Credit for problems submitted late will decrease to 0% after the deadline

More information