Energy consumption in pumps friction losses
|
|
- Jewel Golden
- 7 years ago
- Views:
Transcription
1 Energy consumtion in ums friction losses In this secon article in a series on energy savings in ums, Hans Vogelesang, irector of Netherlans-base esign consultancy PumSuort, eals with some ractical asects of flui mechanics. In articular, he looks at the influence of ie iameter, bens an other features of iing systems on friction loss an energy consumtion. I n the first article in this series1, the concets of geoetic ifferential hea an ossible ressure ifferences in the suction an ischarge tanks were iscusse. Together these etermine the ifferential ressure to be elivere by a um to ensure the require flow. However, the introuctory article i not eal with the effects of friction losses, which will now be gone into more extensively. Effects of friction losses Friction losses refer to the ifference in ressure neee to overcome the ressure ro uring flow through ies (Figure 1). Such losses only occur as a result of ynamic movement cause by flow; consequently, the ressure ifference associate with this rocess is referre to as the ynamic ifferential ressure. Friction losses can only occur when flow actually takes lace. As was shown in the revious article, the um must rouce a sufficient ifference in ressure to brige the geoetic ifferential hea an ossible ressure ifferences in the tanks. This is known as the stationary ifferential ressure, referring as it oes to the ifference in ressure require for motionless fluis. Once a flui begins to flow through a ie it will therefore be necessary to overcome the extra ifference in ressure cause by friction losses. This will have to be rovie by the um, in aition to it overcoming the stationary ifferential ressure. The um s ifferential ressure will always be mae u of the sum total of the stationary an ynamic ifferences in ressure. As friction losses always reresent an absolute energy loss, they nee to be reuce as much as ossible, if energy is to be save. As exlaine reviously, a 1 bar ressure ifference at a 100 m 3 /h um caacity costs 4 kwh. A reuction in friction loss from 1 bar to 0.5 bar will result in the energy loss being reuce by 50%, thereby saving 2 kwh every hour. This is why it is ossible to achieve significant savings, esecially in (near) continuous oerations (365 ays er year, 24 hours er ay = 8760 hours er year!). What influences friction losses? It is common knowlege that friction losses have a significant effect on our aily lives. For instance, we are all aware that cars nee more energy an therefore more fuel at higher sees than at low sees. Luckily for us, car esigners have alreay one a great eal to limit this: they have their esigns teste in win tunnels an try to reuce rag as much as ossible by aating the esign. However, esite otimal esigns, friction still occurs an increasingly so at higher sees. Flow irection in f out The velocity of the flui is also of great influence in ie flow. So, just as a car esigner aats the esign to reuce rag, the um system esigner will have to o the same. How can this be achieve when testing in a win tunnel is not an otion? L f = - in Figure 1. During ie flow, friction loss causes the ownstream ressure to fall. out Fortunately, much research into friction losses has alreay been one. This knowlege an exerience has been lai own an ublishe in hanbook form. One examle is the much-use Crane Technical Paer TP-410 entitle Flow of Fluis through Valves, Fittings an Pie 2. This well-known English text / Elsevier Lt. All rights reserve WORLD PUMPS Aril 2008
2 gives the stanarize metho an etails neee to calculate ressure loss resulting from flow in ie systems. Designer s worlwie use Crane Technical Paer TP-410 as the stanar work in the fiel of flow in ies, valves an other in-line comonents such as bens an reucing ieces. It rovies not only the theory, together with grahs an formulas, but also ractical worklace examles an reaily useable resistance factors. The latter are base on extensive testing an enable recise calculations to be mae regaring which equiment to emloy in a articular system. TP-410 was originally ublishe in Nowaays, the more-recent eitions are eeme to be essential reaing for engineers, esigners, researchers an stuents in all areas of technology that eal with ie flow. A significant number of these conitions are, however, etermine by the mechanics of the rocess an cannot be altere. For examle, the volume an viscosity of the flui to be transorte are two factors that are largely reetermine. Extremely viscous fluis coul be heate beforehan, but the ownsie is the extra energy this woul consume. However, in the case of fluis that nee to be heate uring the rocess anyway, it oes make goo sense to o this before uming actually begins. Equation 5 in Box 1 shows how friction losses can be reuce when the recommenations below are ahere to. Reuce ieline length The length of a ieline is crucial, as Equation 5 shows. Friction loss can be reuce by esigning a system that significantly limits the transortation istance. Positioning a storage tank Reucing friction loss In all cases of ie flow a ressure ifference is require to overcome friction loss. Two factors lay a art in the ressure ifference. Firstly, there is the friction that results from the articles flowing along the rough inner ie surface an from the ifference in velocity of the iniviual articles. In the case of turbulent flow, the articles will aitionally all be moving in ifferent irections, causing extra turbulence losses. This is known as viscous friction an can be calculate using the Darcy-Weisbach equation (see Box 1). Seconly, there is the extra ressure ifference require to rouce a change in the flow (flow irection through bens an T-ieces, an acceleration through reucing ieces, non-return valves, etc.). How these friction losses can be calculate is shown in etail in Box 1. Any such calculations will be affecte by a large number of factors. If you wish to save energy then the friction losses must be ket as low as ossible by selecting the most favourable conitions for any articular esign. WORLD PUMPS Aril
3 Box 1. Flow calculations for comletely fille circular ies Velocity calculation The following formula is use to work out the average velocity of a flui: ν = Q/A [Equation 1] where ν = velocity (m/s); Q = volume of flow (m 3 /s); an A = internal crosssectional area of the ie (m 2 ). Friction loss calculation Friction loss is mae u of two factors: the ifference in ressure require to overcome the viscous friction an the ifference in ressure require to change the kinetic energy at oints of irectional change (bens, etc.) an acceleration (reucing ieces, etc.). a) The ifference in ressure require to overcome the viscous friction can be calculate using the Darcy-Weisbach equation: = ½ρν2 (λl/) [Equation 2] where = ressure ifference ue to friction in N/m 2 (1 bar = 10 5 N/m 2 ); ρ = flui ensity (kg/m 3 ); ν = velocity (m/s); λ = friction factor (imensionless number, also exresse as f); L = ie length (m); an = ie internal iameter (m). The friction factor λ can be etermine from Mooy s iagram (Figure 2) an is base on the Reynols number an the relative roughness of the insie of a ie. The imensionless Reynols number, Re, is calculate as follows: Re = ν /ν [Equation 3] where ν = kinematic viscosity in m 2 /s (1 cst = 10-6 m 2 /s); an ν an are as reviously efine. Because the Reynols number is eenent on both viscosity an velocity, the friction factor will be mainly etermine by the flui s viscosity, the flow regime (laminar or turbulent) an the roughness of the insie of the ie. b) Using the following formula it is ossible to calculate the extra ifference in ressure require to rouce a change in the flow (change of flow irection an/ or velocity) in each searate comonent (ben, reucer, etc.) extra = ½ρν 2 k [Equation 4] where extra = extra ifference in ressure (N/m 2 ); k = resistance coefficient for a articular comonent (imensionless number, also exresse as ζ). c) The total friction loss in a ie that has several fittings, bens, attachments an the like is calculate using the formula below, by aing the ressure ifference in Equation 4 to that cause by viscous friction: f = ½ρν 2 [(λl/) + k] [Equation 5] where f = total friction loss (N/m 2 ); k = the total of the resistance coefficients of all the bens, etc.; an the other arameters are as reviously efine. close to the system coul result in the ie length being halve, thereby cutting energy losses by 50%. Pie iameter selection Accoring to Equation 5, the flui velocity will have a quaratic effect on friction losses, reucing friction loss by a quarter when the velocity is halve. The reverse will of course also aly: ouble the velocity an the ifferential ressure will increase fourfol. The esigner shoul therefore concentrate on limiting the velocity in the ie. Note that the rate shoul not be too low, as this woul require the ie iameter to be isroortionately large for a articular volume an the cost of the ies unnecessarily high. In its System Efficiency hanbook 3, Euroum recommens that when etermining ie iameter an energy-efficient choice shoul be base on the following criteria, which aly to fluis with a maximum viscosity of 100 centistokes (cst) an a ensity ranging between 700 an 1200 kg/m 3 : Discharge ies: velocity between 1.5 an 2.0 m/s; Suction ies: velocity between 0.75 an 1.25 m/s. By emloying these esign criteria it will be easy to select the correct ie iameter for a secific volume of flow. Sticking to these recommenations will rovie a number of benefits: not only will energy be save but it will also result in other imrovements, such as revention of cavitation an vibration an reuce incience of water hammer an erosion. However, um users shoul note that it will not generally be in the interests of contractors to fit an energyefficient system. If it is left to them, a smaller ie size will be installe for cost-cutting reasons, as all the shut-off valves, non-return valves an filters will then be cheaer too. This ractice is iametrically oose to the user s interests, ue to the increase friction losses an the corresoningly higher energy costs. It is therefore imortant when commissioning work to raw u clear an etaile secifications. Use hyraulically smooth ies Mooy s iagram (Figure 2) shows that the friction factor for turbulent flow is etermine by the Reynols number an the relative roughness of the ie. The relative roughness is the ratio between the actual roughness an the ie iameter. For a given level of finish, the relative roughness will ecrease as the ie iameter increases, that is, the ie becomes hyraulically smoother. Larger iameter ies can therefore be mae from concrete with a rough finish. Smaller iameter ies shoul be mae of materials with a smooth finish. It is imortant to take into consieration that the roughness will increase over the course of time ue to corrosion, scale eosits, etc. Avoi short-raius elbows Using long-raius elbows will ensure that the ifferential ressure require to steer the irection of flow can be lower than when using shar, rightangle connectors, such as elbow joins or Y-attern T-ieces that are wele together at right angles. As the raius is increase, the resistance coefficient (k or ζ) cause by the ben will be reuce. Avoiing short-raius elbows can therefore contribute to a reuction in energy loss WORLD PUMPS Aril 2008
4 Reuce bens; avoi arches The number of bens use can often be ket to a minimum by esigning the system carefully. It is also always imortant to avoi having high oints in ielines where ockets of air coul collect, which woul be extremely ifficult to get ri of. Any such arches are unnecessarily isrutive, as any air ockets will interrut the flow. This in turn will cause a comlete loss of the sihon action an i n c re a s e t h e re s s u re ro. Use free-flow valves Shut-off valves shoul be built into the system at various oints to allow for the rocess to be stoe an starte, an for secific arts of the system to be isolate for reairs or maintenance. By using valves of a tye that fully retracts from the line of flow as is the case with a gate valve the ie flow will not be obstructe, thus minimizing friction loss. However, if the valve remains in the line of flow as is the case with a butterfly valve or a globe valve then there will be some isrution to the flow, even when the valve is comletely oen, resulting in extra friction loss. The resistance coefficient is usually much lower with a gate valve than with a butterfly valve or a globe valve. The same hols true for other valve tyes too, such as non-return an foot valves. The resistance coefficient with a hinge valve will of course be much lower than with a full-lift valve. A significant contribution to energy saving can therefore always be mae by using those free-flow valves that have the lowest ossible resistance coefficient (k or ζ). Minimize ressure loss throughout All in-line equiment, such as heat exchangers, filters an static mixers, will require a ifference in ressure to overcome the friction losses. If there is a choice of roucts then this ifference in ressure shoul be the eciing factor when making your selection. For instance, a late heat exchanger that is more exensive than a ie heat exchanger is efinitely worth investing in if the rice ifference can be offset later against a reuction in energy losses. What savings oes the ifference make? Flui velocity the velocity of the flui through a ie greatly affects friction loss, which can be reuce by keeing the velocity own. Within aroriate limits, a larger ie iameter shoul be use for a given volume, as iscusse above. Take the ex amle of a quantity of water that has to be ie 100 metres at 100 m 3 /h. The ie has five bens (with a stanar raius of 1.5 iameter) an one gate valve. Using stanar steel ies a choice of ifferent iameters can be mae, as illustrate in Table 1. The energy loss is base on efficiency rates of 75% for the um an aroximately 90% for the rive. Energy costs are base on oerating 24 hours a ay, 365 ays er year (8760 hours) at a resume cost of 0.10 er kwh. This table clearly shows that Euroum s recommenations lea to efficient energy use. It can easily be aate to suit any iniviual situation. Conclusion Energy can be save by fining ways to reuce friction loss at the esign stage. It is of crucial imortance to limit the velocity by choosing ies with the correct iameter. It will frequently be necessary to choose moreexensive comonents with a lower WORLD PUMPS Aril
5 LAMINAR CRITICAL TRANSITION TURBULENT COMPLETE TURBULENCE, PIPES Friction Factor = f = 64/R Relative Roughness ( ) L D h L = SMOOTH PIPES Re - Reynols Number = = = Figure 2. Mooy s iagram can be use to etermine the friction factor (source: Crane TP-410M). friction loss. However, the initial extra outlay can usually be quickly recoue as less energy will be use when the system is in oeration. On to of that, the um can be smaller an cheaer, since the require ifferential hea is lower because of the reuce friction losses. It is imortant to realize that the contractor builing the system will not benefit from any savings that you, the user, are going to make from lower energy costs. Take care to avoi a situation in which the oosing interests of the two arties coul lea to higher friction losses an greater energy consumtion. Equally, false economies shoul be avoie with any investments. References [1] H. Vogelesang, An introuction to energy saving in ums, Worl Pums, No. 496, , (2008). [2] Crane Valve Grou, Flow of Fluis through Valves, Fittings an Pie, Crane Technical Paer TP-410M (metric eition) [available from Engineere Software; [3] System Efficiency A guie for energy efficient rotoynamic uming systems, Euroum, (2006). CONTACT Hans Vogelesang PumSuort (NL) Charley Toorostraat RE Henrik Io Ambacht The Netherlans Tel: Fax: info@umsuort.nl Table 1. Flow an energy loss ata for stanar commercial ies* Nominal iameter Velocity (m/s) Friction loss (bar) Energy loss (kw) Energy costs ( /year) ND ND ND ND ND ND ND ND *For the flow of water at a caacity of 100 m 3 /h. About the author Hans Vogelesang is irector of PumSuort, an ineenent consultancy for the esign of um systems in Henrik Io Ambacht, The Netherlans. He is also a lecturer in um engineering at several eucational institutes. This article was originally ublishe in Dutch in Fluis Processing Benelux WORLD PUMPS Aril 2008
Pressure Drop in Air Piping Systems Series of Technical White Papers from Ohio Medical Corporation
Pressure Dro in Air Piing Systems Series of Technical White Paers from Ohio Medical Cororation Ohio Medical Cororation Lakeside Drive Gurnee, IL 600 Phone: (800) 448-0770 Fax: (847) 855-604 info@ohiomedical.com
More informationCalculating Viscous Flow: Velocity Profiles in Rivers and Pipes
previous inex next Calculating Viscous Flow: Velocity Profiles in Rivers an Pipes Michael Fowler, UVa 9/8/1 Introuction In this lecture, we ll erive the velocity istribution for two examples of laminar
More informationThe Impact of Forecasting Methods on Bullwhip Effect in Supply Chain Management
The Imact of Forecasting Methos on Bullwhi Effect in Suly Chain Management HX Sun, YT Ren Deartment of Inustrial an Systems Engineering, National University of Singaore, Singaore Schoo of Mechanical an
More informationState of Louisiana Office of Information Technology. Change Management Plan
State of Louisiana Office of Information Technology Change Management Plan Table of Contents Change Management Overview Change Management Plan Key Consierations Organizational Transition Stages Change
More informationDouble Integrals in Polar Coordinates
Double Integrals in Polar Coorinates Part : The Area Di erential in Polar Coorinates We can also aly the change of variable formula to the olar coorinate transformation x = r cos () ; y = r sin () However,
More informationLecture L25-3D Rigid Body Kinematics
J. Peraire, S. Winall 16.07 Dynamics Fall 2008 Version 2.0 Lecture L25-3D Rigi Boy Kinematics In this lecture, we consier the motion of a 3D rigi boy. We shall see that in the general three-imensional
More informationData Center Power System Reliability Beyond the 9 s: A Practical Approach
Data Center Power System Reliability Beyon the 9 s: A Practical Approach Bill Brown, P.E., Square D Critical Power Competency Center. Abstract Reliability has always been the focus of mission-critical
More informationAn Approach to Optimizations Links Utilization in MPLS Networks
An Aroach to Otimizations Utilization in MPLS Networks M.K Huerta X. Hesselbach R.Fabregat Deartment of Telematics Engineering. Technical University of Catalonia. Jori Girona -. Camus Nor, Eif C, UPC.
More informationBLS 100 Orifice Plate DIN 19206
E91 2006 1Orifice Plate, Orifice Flange, Meterrun, Restriction Orifice Application Flow rate measurement of aggressive an nonaggressive meia particularly for large pipelines. Construction Orifice plate
More informationUnit 3. Elasticity Learning objectives Questions for revision: 3.1. Price elasticity of demand
Unit 3. Elasticity Learning objectives To comrehen an aly the concets of elasticity, incluing calculating: rice elasticity of eman; cross-rice elasticity of eman; income elasticity of eman; rice elasticity
More informationIntroduction to Integration Part 1: Anti-Differentiation
Mathematics Learning Centre Introuction to Integration Part : Anti-Differentiation Mary Barnes c 999 University of Syney Contents For Reference. Table of erivatives......2 New notation.... 2 Introuction
More information11 CHAPTER 11: FOOTINGS
CHAPTER ELEVEN FOOTINGS 1 11 CHAPTER 11: FOOTINGS 11.1 Introuction Footings are structural elements that transmit column or wall loas to the unerlying soil below the structure. Footings are esigne to transmit
More informationTrap Coverage: Allowing Coverage Holes of Bounded Diameter in Wireless Sensor Networks
Tra Coverage: Allowing Coverage Holes of Boune Diameter in Wireless Sensor Networks Paul Balister Zizhan Zheng Santosh Kumar Prasun Sinha University of Memhis The Ohio State University {balistr,santosh.kumar}@memhis.eu
More informationWavefront Sculpture Technology
Auio Engineering Society Convention Paer Presente at the th Convention 00 Setember New York, NY, USA This convention aer has been rerouce from the author's avance manuscrit, without eiting, corrections,
More informationGeorge G. Burba, Dayle K. McDermitt, and Dan J. Anderson. Open-path infrared gas analyzers are widely used around the world for measuring CO 2
1 Influence of instrument surface heat exchange on CO 2 flux from oen-ath gas analyzers George G. Burba, Dayle K. McDermitt, an Dan J. Anerson LI-COR Biosciences, 4421 Suerior Street, Lincoln, Nebraska
More informationprice elasticity of demand; cross-price elasticity of demand; income elasticity of demand; price elasticity of supply.
Unit 3: Elasticity In accorance with the APT rogramme the objective of the lecture is to hel You to comrehen an aly the concets of elasticity, incluing calculating: rice elasticity of eman; cross-rice
More informationINFLUENCE OF GPS TECHNOLOGY ON COST CONTROL AND MAINTENANCE OF VEHICLES
1 st Logistics International Conference Belgrae, Serbia 28-30 November 2013 INFLUENCE OF GPS TECHNOLOGY ON COST CONTROL AND MAINTENANCE OF VEHICLES Goran N. Raoičić * University of Niš, Faculty of Mechanical
More informationCheng, N. S. (1997). "A simplified settling velocity formula for sediment particle." Journal of Hydraulic Engineering, ASCE, 123(2), 149-152.
THIS PAPER IS CITED AS Cheng, N. S. (1997). "A simplifie settling velocity formula for seiment particle." Journal of Hyraulic Engineering, ASCE, 13(), 149-15. A SIMPLIFIED SETTLING VELOCITY FORMULA FOR
More informationHeat-And-Mass Transfer Relationship to Determine Shear Stress in Tubular Membrane Systems Ratkovich, Nicolas Rios; Nopens, Ingmar
Aalborg Universitet Heat-An-Mass Transfer Relationship to Determine Shear Stress in Tubular Membrane Systems Ratkovich, Nicolas Rios; Nopens, Ingmar Publishe in: International Journal of Heat an Mass Transfer
More informationJON HOLTAN. if P&C Insurance Ltd., Oslo, Norway ABSTRACT
OPTIMAL INSURANCE COVERAGE UNDER BONUS-MALUS CONTRACTS BY JON HOLTAN if P&C Insurance Lt., Oslo, Norway ABSTRACT The paper analyses the questions: Shoul or shoul not an iniviual buy insurance? An if so,
More informationReading: Ryden chs. 3 & 4, Shu chs. 15 & 16. For the enthusiasts, Shu chs. 13 & 14.
7 Shocks Reaing: Ryen chs 3 & 4, Shu chs 5 & 6 For the enthusiasts, Shu chs 3 & 4 A goo article for further reaing: Shull & Draine, The physics of interstellar shock waves, in Interstellar processes; Proceeings
More informationModelling and Resolving Software Dependencies
June 15, 2005 Abstract Many Linux istributions an other moern operating systems feature the explicit eclaration of (often complex) epenency relationships between the pieces of software
More information10.2 Systems of Linear Equations: Matrices
SECTION 0.2 Systems of Linear Equations: Matrices 7 0.2 Systems of Linear Equations: Matrices OBJECTIVES Write the Augmente Matrix of a System of Linear Equations 2 Write the System from the Augmente Matrix
More informationAn important observation in supply chain management, known as the bullwhip effect,
Quantifying the Bullwhi Effect in a Simle Suly Chain: The Imact of Forecasting, Lead Times, and Information Frank Chen Zvi Drezner Jennifer K. Ryan David Simchi-Levi Decision Sciences Deartment, National
More informationCALCULATION INSTRUCTIONS
Energy Saving Guarantee Contract ppenix 8 CLCULTION INSTRUCTIONS Calculation Instructions for the Determination of the Energy Costs aseline, the nnual mounts of Savings an the Remuneration 1 asics ll prices
More informationEnterprise Resource Planning
Enterprise Resource Planning MPC 6 th Eition Chapter 1a McGraw-Hill/Irwin Copyright 2011 by The McGraw-Hill Companies, Inc. All rights reserve. Enterprise Resource Planning A comprehensive software approach
More informationView Synthesis by Image Mapping and Interpolation
View Synthesis by Image Mapping an Interpolation Farris J. Halim Jesse S. Jin, School of Computer Science & Engineering, University of New South Wales Syney, NSW 05, Australia Basser epartment of Computer
More informationDESIGN OF VACUUM SECTION OF A LEAF COLLECTOR MACHINE
International Journal of Innovations in Bio-Sciences ISSN 77-367 Vol. (4), 0, pp. 8-85 http://www.parees.co.in/ijis.htm DESIGN OF VACUUM SECTION OF A LEAF COLLECTOR MACHINE Alireza Shirneshan Department
More informationAchieving quality audio testing for mobile phones
Test & Measurement Achieving quality auio testing for mobile phones The auio capabilities of a cellular hanset provie the funamental interface between the user an the raio transceiver. Just as RF testing
More informationDIFFRACTION AND INTERFERENCE
DIFFRACTION AND INTERFERENCE In this experiment you will emonstrate the wave nature of light by investigating how it bens aroun eges an how it interferes constructively an estructively. You will observe
More informationINTRODUCTION TO BEAMS
CHAPTER Structural Steel Design LRFD etho INTRODUCTION TO BEAS Thir Eition A. J. Clark School of Engineering Department of Civil an Environmental Engineering Part II Structural Steel Design an Analsis
More informationy or f (x) to determine their nature.
Level C5 of challenge: D C5 Fining stationar points of cubic functions functions Mathematical goals Starting points Materials require Time neee To enable learners to: fin the stationar points of a cubic
More informationOutsourcing Information Security: Contracting Issues and Security Implications
Outsourcing Information Security: Contracting Issues an Security Imlications Asunur Cezar Mile East Technical University Northern Cyress Camus Kalkanlı, Güzelyurt, KKTC, Mersin 10, Turkey asunur@metu.eu.tr
More informationTowards a Framework for Enterprise Architecture Frameworks Comparison and Selection
Towars a Framework for Enterprise Frameworks Comparison an Selection Saber Aballah Faculty of Computers an Information, Cairo University Saber_aballah@hotmail.com Abstract A number of Enterprise Frameworks
More informationL4. Pipes Materials and Loads
The Islamic University of Gaza- Civil Engineering Department SanitaryEngineering- ECIV 4325 L4. Pipes Materials an Loas Base on Dr. Fahi Rabah lecture notes Pipes Materials an loas Materials use for pipes:
More informationHydraulic losses in pipes
Hydraulic losses in pipes Henryk Kudela Contents 1 Viscous flows in pipes 1 1.1 Moody Chart.................................... 2 1.2 Types of Fluid Flow Problems........................... 5 1.3 Minor
More informationText Analytics. Modeling Information Retrieval 2. Ulf Leser
Text Analytics Moeling Information etrieval 2 Ulf Leser Content of this Lecture I Moels Boolean Moel Vector Sace Moel elevance Feebac in the VSM Probabilistic Moel Latent Semantic Inexing Other I Moels
More informationMathematics Review for Economists
Mathematics Review for Economists by John E. Floy University of Toronto May 9, 2013 This ocument presents a review of very basic mathematics for use by stuents who plan to stuy economics in grauate school
More informationPressure drop in pipes...
Pressure drop in pipes... PRESSURE DROP CALCULATIONS Pressure drop or head loss, occurs in all piping systems because of elevation changes, turbulence caused by abrupt changes in direction, and friction
More informationSustainability Through the Market: Making Markets Work for Everyone q
www.corporate-env-strategy.com Sustainability an the Market Sustainability Through the Market: Making Markets Work for Everyone q Peter White Sustainable evelopment is about ensuring a better quality of
More informationWeirs for Flow Measurement
Lecture 8 Weirs for Flow Measurement I. Cipoletti Weirs The trapezoial weir that is most often use is the so-calle Cipoletti weir, which was reporte in ASCE Transactions in 1894 This is a fully contracte
More informationMeasures of distance between samples: Euclidean
4- Chapter 4 Measures of istance between samples: Eucliean We will be talking a lot about istances in this book. The concept of istance between two samples or between two variables is funamental in multivariate
More informationExperiment 3 Pipe Friction
EML 316L Experiment 3 Pipe Friction Laboratory Manual Mechanical and Materials Engineering Department College of Engineering FLORIDA INTERNATIONAL UNIVERSITY Nomenclature Symbol Description Unit A cross-sectional
More informationPower analysis of static VAr compensators
Available online at www.scienceirect.com Electrical Power an Energy ystems 0 (008) 7 8 www.elsevier.com/locate/ijees Power analysis of static VAr comensators F.. Quintela *, J.M.G. Arévalo,.. eono Escuela
More informationExample Optimization Problems selected from Section 4.7
Example Optimization Problems selecte from Section 4.7 19) We are aske to fin the points ( X, Y ) on the ellipse 4x 2 + y 2 = 4 that are farthest away from the point ( 1, 0 ) ; as it happens, this point
More informationRUNESTONE, an International Student Collaboration Project
RUNESTONE, an International Stuent Collaboration Project Mats Daniels 1, Marian Petre 2, Vicki Almstrum 3, Lars Asplun 1, Christina Björkman 1, Carl Erickson 4, Bruce Klein 4, an Mary Last 4 1 Department
More informationFAST JOINING AND REPAIRING OF SANDWICH MATERIALS WITH DETACHABLE MECHANICAL CONNECTION TECHNOLOGY
FAST JOINING AND REPAIRING OF SANDWICH MATERIALS WITH DETACHABLE MECHANICAL CONNECTION TECHNOLOGY Jörg Felhusen an Sivakumara K. Krishnamoorthy RWTH Aachen University, Chair an Insitute for Engineering
More informationProducts no longer available
Technical ata sheet R6..R haracterize control valves, 2-way, with flange PN 6 for open an close col an warm water systems for moulating control on the water sie of air-hanling an heating systems air bubble-tight
More informationA Universal Sensor Control Architecture Considering Robot Dynamics
International Conference on Multisensor Fusion an Integration for Intelligent Systems (MFI2001) Baen-Baen, Germany, August 2001 A Universal Sensor Control Architecture Consiering Robot Dynamics Frierich
More informationMASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS
MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS Contents 1. Moment generating functions 2. Sum of a ranom number of ranom variables 3. Transforms
More informationManure Spreader Calibration
Agronomy Facts 68 Manure Spreaer Calibration Manure spreaer calibration is an essential an valuable nutrient management tool for maximizing the efficient use of available manure nutrients. Planne manure
More informationOne-Chip Linear Control IPS, F5106H
One-Chi Linear Control IPS, F5106H NAKAGAWA Sho OE Takatoshi IWAMOTO Motomitsu ABSTRACT In the fi eld of vehicle electrical comonents, the increasing demands for miniaturization, reliability imrovement
More informationMetabolic control analysis in a nutshell
Metabolic control analysis in a nutshell Jan-Henrik S. Hofmeyr Det. of Biochemistry University of Stellenbosch Private Bag X, Matielan 76 Stellenbosch, South Africa jhsh@maties.sun.ac.za ABSRAC Metabolic
More information9. Forced Convection Correlations
Part B: Heat Transfer incials in Electronics Cooling 9. Forced Convection Correlations Our rimary objective is to determine heat transfer coefficients (local and average) for different flow geometries
More informationInvestigation on a Free-Piston Stirling Engine and Pneumatic Output
Investigation on a Free-Piston Stirling Engine an Pneumatic Output Kwankaomeng S, * an Promvonge P Department of Mechanical Engineering, Faculty of Engineering, King Mongkut's Institute of Technology Lakrabang,
More informationOn Adaboost and Optimal Betting Strategies
On Aaboost an Optimal Betting Strategies Pasquale Malacaria 1 an Fabrizio Smerali 1 1 School of Electronic Engineering an Computer Science, Queen Mary University of Lonon, Lonon, UK Abstract We explore
More informationMODEL OF THE PNEUMATIC DOUBLE ACTING CYLINDER COMPILED BY RHD RESISTANCES
Journal of alied science in the thermodynamics and fluid mechanics Vol. 3, No. 1/009, ISSN 180-9388 MODEL OF THE PNEUMATIC DOUBLE ACTING CYLINDER COMPILED BY RHD RESISTANCES *Lukáš DVOŘÁK * Deartment of
More informationC-Bus Voltage Calculation
D E S I G N E R N O T E S C-Bus Voltage Calculation Designer note number: 3-12-1256 Designer: Darren Snodgrass Contact Person: Darren Snodgrass Aroved: Date: Synosis: The guidelines used by installers
More informationMemory management. Chapter 4: Memory Management. Memory hierarchy. In an ideal world. Basic memory management. Fixed partitions: multiple programs
Memory management Chater : Memory Management Part : Mechanisms for Managing Memory asic management Swaing Virtual Page relacement algorithms Modeling age relacement algorithms Design issues for aging systems
More information! # % & ( ) +,,),. / 0 1 2 % ( 345 6, & 7 8 4 8 & & &&3 6
! # % & ( ) +,,),. / 0 1 2 % ( 345 6, & 7 8 4 8 & & &&3 6 9 Quality signposting : the role of online information prescription in proviing patient information Liz Brewster & Barbara Sen Information School,
More informationUnsteady Flow Visualization by Animating Evenly-Spaced Streamlines
EUROGRAPHICS 2000 / M. Gross an F.R.A. Hopgoo Volume 19, (2000), Number 3 (Guest Eitors) Unsteay Flow Visualization by Animating Evenly-Space Bruno Jobar an Wilfri Lefer Université u Littoral Côte Opale,
More informationCalibration of the broad band UV Radiometer
Calibration of the broa ban UV Raiometer Marian Morys an Daniel Berger Solar Light Co., Philaelphia, PA 19126 ABSTRACT Mounting concern about the ozone layer epletion an the potential ultraviolet exposure
More informationAn inventory control system for spare parts at a refinery: An empirical comparison of different reorder point methods
An inventory control system for sare arts at a refinery: An emirical comarison of different reorder oint methods Eric Porras a*, Rommert Dekker b a Instituto Tecnológico y de Estudios Sueriores de Monterrey,
More informationGeTec Ingenieurgesellschaft für Informations- und Planungstechnologie mbh. www.getec-ac.de. Presented by
The Design of vibro replacement Dipl.-Ing. Heinz J. Priebe Presente by GeTec Ingenieurgesellschaft für Informations- un Planungstechnologie mbh Rhein-Main Office +49 69 800 6624 Fax +49 69 800 4977 Aachen
More informationMathematics. Circles. hsn.uk.net. Higher. Contents. Circles 119 HSN22400
hsn.uk.net Higher Mathematics UNIT OUTCOME 4 Circles Contents Circles 119 1 Representing a Circle 119 Testing a Point 10 3 The General Equation of a Circle 10 4 Intersection of a Line an a Circle 1 5 Tangents
More informationIndex Numbers OPTIONAL - II Mathematics for Commerce, Economics and Business INDEX NUMBERS
Index Numbers OPTIONAL - II 38 INDEX NUMBERS Of the imortant statistical devices and techniques, Index Numbers have today become one of the most widely used for judging the ulse of economy, although in
More informationA Study on the Interfacial Characteristics of Nitramine Explosive-Polymer Binder
169 A tuy on the Interfacial Characteristics of Nitramine Exlosive-Polymer Biner Jung. him, Hyoun. Kim, Keun D. Lee an Jeong K. Kim Agency for Defense Develoment (ADD) Yuseung P.O.Box 35-5, Daejon, Korea
More informationApplication of Improved SSL in Data Security Transmission of Mobile Database System
Alication of Imrove SSL in Data Security Transmission of Mobile Database System RUIFENG WANG, XIAOHUA ZHANG, DECHAO XU College of Automation & Electrical Engineering Lanzhou Jiaotong University Lanzhou,
More informationA NATIONAL MEASUREMENT GOOD PRACTICE GUIDE. No.107. Guide to the calibration and testing of torque transducers
A NATIONAL MEASUREMENT GOOD PRACTICE GUIDE No.107 Guie to the calibration an testing of torque transucers Goo Practice Guie 107 Measurement Goo Practice Guie No.107 Guie to the calibration an testing of
More informationFailure Behavior Analysis for Reliable Distributed Embedded Systems
Failure Behavior Analysis for Reliable Distributed Embedded Systems Mario Tra, Bernd Schürmann, Torsten Tetteroo {tra schuerma tetteroo}@informatik.uni-kl.de Deartment of Comuter Science, University of
More informationHere the units used are radians and sin x = sin(x radians). Recall that sin x and cos x are defined and continuous everywhere and
Lecture 9 : Derivatives of Trigonometric Functions (Please review Trigonometry uner Algebra/Precalculus Review on the class webpage.) In this section we will look at the erivatives of the trigonometric
More informationCURRENCY OPTION PRICING II
Jones Grauate School Rice University Masa Watanabe INTERNATIONAL FINANCE MGMT 657 Calibrating the Binomial Tree to Volatility Black-Scholes Moel for Currency Options Properties of the BS Moel Option Sensitivity
More information6-4 : Learn to find the area and circumference of circles. Area and Circumference of Circles (including word problems)
Circles 6-4 : Learn to fin the area an circumference of circles. Area an Circumference of Circles (incluing wor problems) 8-3 Learn to fin the Circumference of a circle. 8-6 Learn to fin the area of circles.
More informationFluid Pressure and Fluid Force
0_0707.q //0 : PM Page 07 SECTION 7.7 Section 7.7 Flui Pressure an Flui Force 07 Flui Pressure an Flui Force Fin flui pressure an flui force. Flui Pressure an Flui Force Swimmers know that the eeper an
More informationCross-Over Analysis Using T-Tests
Chapter 35 Cross-Over Analysis Using -ests Introuction his proceure analyzes ata from a two-treatment, two-perio (x) cross-over esign. he response is assume to be a continuous ranom variable that follows
More informationLagrangian and Hamiltonian Mechanics
Lagrangian an Hamiltonian Mechanics D.G. Simpson, Ph.D. Department of Physical Sciences an Engineering Prince George s Community College December 5, 007 Introuction In this course we have been stuying
More informationPinhole Optics. OBJECTIVES To study the formation of an image without use of a lens.
Pinhole Otics Science, at bottom, is really anti-intellectual. It always distrusts ure reason and demands the roduction of the objective fact. H. L. Mencken (1880-1956) OBJECTIVES To study the formation
More informationManaging Sales Return in Dual Sales Channel: Common Return versus Cross-Channel Return Analysis
Managing ales Return in ual ales Channel: Common Return versus Cross-Channel Return Analysis Erwin Wioo, atsuhiko Takahashi, atsumi Morikawa, I Nyoman Pujawan, an Bui antosa Abstract This work examines
More informationGAS TURBINE PERFORMANCE WHAT MAKES THE MAP?
GAS TURBINE PERFORMANCE WHAT MAKES THE MAP? by Rainer Kurz Manager of Systems Analysis and Field Testing and Klaus Brun Senior Sales Engineer Solar Turbines Incororated San Diego, California Rainer Kurz
More informationProfessional Level Options Module, Paper P4(SGP)
Answers Professional Level Options Moule, Paper P4(SGP) Avance Financial Management (Singapore) December 2007 Answers Tutorial note: These moel answers are consierably longer an more etaile than woul be
More informationAn intertemporal model of the real exchange rate, stock market, and international debt dynamics: policy simulations
This page may be remove to conceal the ientities of the authors An intertemporal moel of the real exchange rate, stock market, an international ebt ynamics: policy simulations Saziye Gazioglu an W. Davi
More informationComCon. Extract From Embedded SQL in RPG. Paul Tuohy
Extract From Embee SQL in RPG Beyon the Basics Paul Tuohy System i Develoer 5, Oakton Court, Ballybrack Co. Dublin Irelan Phone: +353 1 282 6230 e-mail: aul@systemieveloer.com Web: www.systemieveloer.com
More informationEU Water Framework Directive vs. Integrated Water Resources Management: The Seven Mismatches
Water Resources Development, Vol. 20, No. 4, 565±575, December 2004 EU Water Framework Directive vs. Integrate Water Resources Management: The Seven Mismatches MUHAMMAD MIZANUR RAHAMAN, OLLI VARIS & TOMMI
More informationChapter 8: Flow in Pipes
Objectives 1. Have a deeper understanding of laminar and turbulent flow in pipes and the analysis of fully developed flow 2. Calculate the major and minor losses associated with pipe flow in piping networks
More informationThe concept of on-board diagnostic system of working machine hydraulic system
Scientific Journals Maritime University of Szczecin Zeszyty Naukowe Akaemia Morska w Szczecinie 0, 3(04) z. pp. 8 90 0, 3(04) z. s. 8 90 The concept of on-boar iagnostic of working machine hyraulic Leszek
More informationOn the predictive content of the PPI on CPI inflation: the case of Mexico
On the redictive content of the PPI on inflation: the case of Mexico José Sidaoui, Carlos Caistrán, Daniel Chiquiar and Manuel Ramos-Francia 1 1. Introduction It would be natural to exect that shocks to
More informationBond Calculator. Spreads (G-spread, T-spread) References and Contact details
Cbons.Ru Lt. irogovskaya nab., 21, St. etersburg hone: +7 (812) 336-97-21 http://www.cbons-group.com Bon Calculator Bon calculator is esigne to calculate analytical parameters use in assessment of bons.
More informationSafety Management System. Initial Revision Date: Version Revision No. 02 MANUAL LIFTING
Revision Preparation: Safety Mgr Authority: Presient Issuing Dept: Safety Page: Page 1 of 11 Purpose is committe to proviing a safe an healthy working environment for all employees. Musculoskeletal isorers
More informationFLUID FLOW Introduction General Description
FLUID FLOW Introduction Fluid flow is an important part of many processes, including transporting materials from one point to another, mixing of materials, and chemical reactions. In this experiment, you
More informationf(x) = a x, h(5) = ( 1) 5 1 = 2 2 1
Exponential Functions an their Derivatives Exponential functions are functions of the form f(x) = a x, where a is a positive constant referre to as the base. The functions f(x) = x, g(x) = e x, an h(x)
More informationSOLUTIONS TO CONCEPTS CHAPTER 17
1. Given that, 400 m < < 700 nm. 1 1 1 700nm 400nm SOLUTIONS TO CONCETS CHATER 17 1 1 1 3 10 c 3 10 (Where, c = spee of light = 3 10 m/s) 7 7 7 7 7 10 4 10 7 10 4 10 4.3 10 14 < c/ < 7.5 10 14 4.3 10 14
More informationc 2009 Je rey A. Miron 3. Examples: Linear Demand Curves and Monopoly
Lecture 0: Monooly. c 009 Je rey A. Miron Outline. Introduction. Maximizing Pro ts. Examles: Linear Demand Curves and Monooly. The Ine ciency of Monooly. The Deadweight Loss of Monooly. Price Discrimination.
More informationMODELLING OF TWO STRATEGIES IN INVENTORY CONTROL SYSTEM WITH RANDOM LEAD TIME AND DEMAND
art I. robobabilystic Moels Computer Moelling an New echnologies 27 Vol. No. 2-3 ransport an elecommunication Institute omonosova iga V-9 atvia MOEING OF WO AEGIE IN INVENOY CONO YEM WIH ANOM EA IME AN
More informationL r = L m /L p. L r = L p /L m
NOTE: In the set of lectures 19/20 I defined the length ratio as L r = L m /L p The textbook by Finnermore & Franzini defines it as L r = L p /L m To avoid confusion let's keep the textbook definition,
More informationEffect Sizes Based on Means
CHAPTER 4 Effect Sizes Based on Means Introduction Raw (unstardized) mean difference D Stardized mean difference, d g Resonse ratios INTRODUCTION When the studies reort means stard deviations, the referred
More informationThere are two different ways you can interpret the information given in a demand curve.
Econ 500 Microeconomic Review Deman What these notes hope to o is to o a quick review of supply, eman, an equilibrium, with an emphasis on a more quantifiable approach. Deman Curve (Big icture) The whole
More informationRural Development Tools: What Are They and Where Do You Use Them?
Faculty Paper Series Faculty Paper 00-09 June, 2000 Rural Development Tools: What Are They an Where Do You Use Them? By Dennis U. Fisher Professor an Extension Economist -fisher@tamu.eu Juith I. Stallmann
More informationStock Market Value Prediction Using Neural Networks
Stock Market Value Preiction Using Neural Networks Mahi Pakaman Naeini IT & Computer Engineering Department Islamic Aza University Paran Branch e-mail: m.pakaman@ece.ut.ac.ir Hamireza Taremian Engineering
More informationFirewall Design: Consistency, Completeness, and Compactness
C IS COS YS TE MS Firewall Design: Consistency, Completeness, an Compactness Mohame G. Goua an Xiang-Yang Alex Liu Department of Computer Sciences The University of Texas at Austin Austin, Texas 78712-1188,
More information