CAD PROJECT AND PROTOTYPE FOR AN ANTHROPOMORPHIC GRIPPER FOR ROBOTS - SIMULATION AND TESTING
|
|
- Noah Nichols
- 7 years ago
- Views:
Transcription
1 Proceedings of the Annul Symposium of the Institute of Solid Mechnics nd Session of the Commission of Acoustics, SISOM 2015 Buchrest My CAD PROJECT AND PROTOTYPE FOR AN ANTHROPOMORPHIC GRIPPER FOR ROBOTS - SIMULATION AND TESTING Ionel STARETU, Ctlin MOLDOVAN Trnsilvni University of Brsov, Romni, emil: istretu@yhoo.com This pper presents n nthropomorphic gripper intended to equip industril roots used to chieve low nd medium complexity ssemlies. The gripper hs five fingers nd five degrees of moility; it hs reltively simple structure, ut high functionlity. Bsed on the CAD project of the gripper, we otined prototype through rpid prototyping. An ctutor controlled y microcontroller ctivtes ech finger. The gripper control is possile cpturing humn hnd gestures nd trnsmitting dt first in virtul scene to certify the gripper correctness then to the rel gripper. The prototype ws tested for gripping ojects of different shpes nd sizes. Keywords: nthropomorphic gripper, CAD project, CAD simultion, prototype. 1. INTRODUCTION Anthropomorphic grippers re grippers inspired y humn hnd model, with vrious constructive nd functionl fetures. Compred to other clsses of grippers, like grippers with jws [1,2], or tentculr grippers [2], nthropomorphic grippers hve ovious dvntges ecuse they re more similr to humn hnd, oth constructively nd functionlly, considering the humn hnd the most dvnced gripper [1]. Currently, there re severl versions of nthropomorphic grippers, some of which re in the design stge, others in the prototype stge nd some re commercil products [3,4,5,6,7,8]. These grippers differ through more constructive nd functionl fetures, including the min ones: the numer of fingers tht cn e: 2,3,4,5 or even 6; the numer of phlnges on the finger: 2 or 3; the mechnisms type - significnt constructive elements for fingers: rticulted rs or rollers or wires; degree of moility, y which there cn e monomoile versions to multimoile versions, with high degree of moility, equl to the fingers numer, or even very high, equl to the phlnges numer, respectively with the joints numer, degree of moility close or equl to the humn hnd (M = 36); motors type used: electricl or pneumtic; with or without sensors nd sensors type used: contct, sliding, proximity; type of control system used: through progrm instructions, y glove-devices, Dt Glove type, through virtul relity, through smrtphone, voice, etc. Compring significnt numer of nthropomorphic grippers versions for roots, we cn identify the following mjor drwcks: excessive complexity compred with low functionlity; low technologicity; high or very high cost nd especilly price most of the times without high performnce nd reliility, etc. In this context, this pper proposes some new pproches, to reduce t lest in prt the disdvntges outlined ove, pproches focused on: - chievement of technicl project, CAD model nd functionl simultion of n nthropomorphic gripper with five fingers, with high degree of similrity to the humn hnd; - controlling the gripper through topicl solution, nmely y cpturing configurtions-gestures of humn hnd nd dt trnsmission to simulte gripping in virtul scene nd then to the rel gripper; - chieving prototype using modern nd less costly method, nmely the method of virtul prototyping. ACTA ELECTROTECHNICA, Volume 57, Numer 1-2, 2016, Specil Issue, ISSN
2 CAD Project nd Prototype for n Anthropomorphic Gripper for Roots - Simultion nd Testing CAD MODEL AND FUNCTIONAL SIMULATION OF AN ANTHROPOMORPHIC GRIPPER WITH FIVE FINGERS 2.1. Structurl nd functionl peculirities of the gripper To equip the root from rootic worksttion, looking like other similr ones, for smll nd medium ssemlies [9], we decided to use n nthropomorphic gripper with five fingers, with n incresed numer of joints ove the minimum, to find resemlnce nd functionlity s close s possile to the humn hnd. We strted from known model [10], which ws dpted to the purpose intended. Ech finger consists of three phlnges: f 1,f 2,f 3, etween which there re monomoile rottionl couplings, driven y wires (Figure 1). For driving we use electric motors, one for ech finger, so tht the gripper hs the moility degree M = 5. To close the finger, the motor rottes in one direction, nd closing is otined y pulling the thred f i, nd the opening the return of the finger to the strting position, corresponds to the motor rottion in the opposite direction, nd it is otined y pulling the outer wire f e (Figure 1). The structurl digrm of the gripper ws otined sed on 17 monomoile rottionl couplings: 10 interphlngel joints, 3 couplings of the first three phlnges of the thum, nd the first two fingers nd the plm, 4 connection couplings etween two prts tht replce metcrpl ones for the lst two fingers, connection couplings with the plm nd the first phlnges of these fingers. We highlight the two rottion couplings with the inclined xes reported to the longitudinl xis of the gripper, which provides to certin degree resemlnce to the sitution of humn hnd metcrpl ones existence [2] CAD model of the gripper The CAD model of the gripper ws otined using CATIA softwre [11] nd it is shown in Figure 1. Figure 1. Scheme of finger () nd CAD model of the nthropomorphic gripper designed () The sme softwre cn e used for the functionl simultion of the gripper to check the correct closure without prt to grip or with gripping prts of vrious shpes nd sizes (Figure 2). ACTA ELECTROTECHNICA, Volume 57, Numer 1-2, 2016, Specil Issue, ISSN
3 162 Ionel STARETU, Ctlin MOLDOVAN Figure 2. CAD simultion of gripping using the designed nthropomorphic gripper Bsed on the CAD model of the gripper, we otin the technicl documenttion necessry to chieve the pproprite prototype. 3. GRIPPER CONTROL The gripper control is possile using method of cpturing the humn hnd configurtions. On this purpose, we use Lep Motion device (Figure 3) [12]. In Figure 3 there is the interction cue, re where humn hnd finger movements cn e cptured. Figure 3. Functionl peculirities of the Motion Lep device It hs the ility to cpture the configurtion of the fingers, Figure 4, similr to the configurtion, which would grip specific oject. Dt otined, Figure 4, nd vlidted y gripping virtul oject similr to the rel one, y similr virtul gripper, Figure 4c, re trnsmitted finlly to the rel gripper [12]. ACTA ELECTROTECHNICA, Volume 57, Numer 1-2, 2016, Specil Issue, ISSN
4 CAD Project nd Prototype for n Anthropomorphic Gripper for Roots - Simultion nd Testing 163 c Figure 4. Stges of cpturing configurtions of humn hnd fingers with Motion Lep device This method cn e improved oth y incresing functionl performnces of the Motion Lep device, incresing its ccurcy nd y optimizing gripping simultion in virtul environment, including y incresing the numer of constructive detils of the virtul gripper, to hve construction nd opertion identicl to those of the rel gripper. 4. GRIPPER PROTOTYPE AND TESTING ITS PERFORMANCE Bsed on the technicl project prototype of the nthropomorphic gripper ws mde. The prts were otined y rpid prototyping using 3D printer. In Figure 5 we cn see the components of finger (Figure 5) nd prt of the plm where we cn notice the re of the inclined joints (Figure 5) [12]. Figure 5. Components of the gripper prototype mde y rpid prototyping Ech finger is operted vi wire, with one ctutor type Tower Pro MG 995 (Figure 6) controlled y microcontroller ATMeg32u4 type (Figure 6). The ctutor hs the following technicl chrcteristics: working voltge: 6V, torque: 180N / cm, dimensions: 44x23x25, weight: 35 grms, nd the controller hs the following min fetures: working voltge: 5V digitl input nd output pins: 20, PWM chnnels: 7, input nlog chnnels: 12, flsh memory: 32 K, processor frequency: 16 Hz [12] Figure 6. The ctutor () nd the microcontroller () used ACTA ELECTROTECHNICA, Volume 57, Numer 1-2, 2016, Specil Issue, ISSN
5 164 Ionel STARETU, Ctlin MOLDOVAN The opertion of ech finger is possile through single tendon, which is pulled y the motor nd induces rottion to rollers in interphlngel rottion joints, nd to the phlnges s well. On the rottion of the ctutor in one direction, the finger closes, nd on moving in the opposite direction, the finger returns to the initil position (position rectiliner-open finger). In Figure 7 it is shown the prototype chieved, nd in c d Figure 7. Simultion of nthropomorphic gripper prototype functioning: no gripped oject (, ) nd with gripped oject (c- tennis ll, d- n xis) Figure 7, functionl simultion where it is oserved good hndling of fingers. Functionl testing ws performed for severl ojects prts out of which we hve two exmples, nmely: gripping sphericl oject ( tennis ll) in Figure 7c nd gripping n xis (Figure 7d) [12]. From these exmples results the high functionlity of the gripper compred to other types of grippers, such s jw-grippers [2]. 5. FUTURE DEVELOPMENTS To continue presenting our chievements, we seek to otin functionl susystem where the gripper otined is controlled y cpturing humn hnd gestures with Motion Lep device, vi gripping simultion in virtul scene, nd the root cn e controlled y cpturing humn rm movements with Kinect device. The min softwre interfces required re Roocommnder, lredy mde, in the cse of the gripper nd ABBcommnder, in progress, in the cse of the ABB type root. ACTA ELECTROTECHNICA, Volume 57, Numer 1-2, 2016, Specil Issue, ISSN
6 CAD Project nd Prototype for n Anthropomorphic Gripper for Roots - Simultion nd Testing CONCLUSIONS On the sis of this work the following conclusions cn e drwn: - to eliminte the disdvntges of the jw-grippers, of which the most importnt is reduced gripping possiility, sometimes limited to single workpiece size, the use of nthropomorphic grippers with three or more fingers, with reltively simple structures ut high functionlity, is recommended; - to equip the root or the roots, we cn use nthropomorphic grippers with five fingers, s shown in the pper, which cn e otined t low cost, using modern techniques such s rpid prototyping; - to optimize the root nd gripper opertion control, dvnced methods cn e used, such s cpturing fingers movements to control the gripper, nd humn rm movements for the root control. ACKNOWLEDGEMENT We thnk the Germn Compny Cloos nd its representtive in Romni, Rocon, which gretly supported the reserch fter which we otined more vlule results, some of which re presented in this pper. REFERENCES 1. STAREȚU, I., Gripping systems(in Romnin), Lux Liris Pulishing House, Brsov, Romni, STARETU, I., Gripping systems, Derc Pulishing House, Tewksury, Msschusetts, USA, KAWASAKI, H., KOMATSU, T., UCHIYAMA, K., Dexterous nthropomorphic root hnd with distriuted tctile sensor: Gifu hnd II, IEEE/ASME Trnsctions on Mechtronics, 7(3), , Aville online t: /products/, Aville online t: uplods/eionic-product-brochure-finl.pdf. 6. BIRGLEN, L., GOSSELIN, C., Optiml Design of 2-Phlnx Underctuted Finger, Intelligent Mnipultion nd Grsping, , BOLBOE, M., Theoreticl nd experimentl reserches regrding the nthropomorphic gripping systems with reduced numer of fingers, designed for roots, PhD. Thesis, University Trnsilvni of Brsov, Romni, CECCARELLI, M. et l., Design nd tests of three finger hnd with 1-DOF rticulted, Rootic Journl. V. 24, Issue 2, , DOBASHI, H. et l., Roust grsping strtegy for ssemling prts in vrious shpes, Advnced Rootics, Vol.28, Issue 15, , STARETU, I. et l., Mechnicl Hnd. Anthropomorphic Gripping Mechnism for prostheses nd roots (in Romnin), Lux Liris P.H., Brsov, Romni, CATIA 5 softwre, Reference Mnul, MOLDOVAN, C., Theoreticl nd experimentl reserches regrding the diversifiction of virtul hnd interction with ojects from virtul world with pplictions in industril engineering, PhD. Thesis, University Trnsilvni of Brsov, Romni, ACTA ELECTROTECHNICA, Volume 57, Numer 1-2, 2016, Specil Issue, ISSN
Power consumption In operation At rest For wire sizing. Rated impulse voltage Control pollution degree 3. Non-operating temperature
echnicl dt sheet SRF2A-5(-O) Rotry ctutor with emergency function for utterfly vlves orque orue 2 2 2 m m m ominl voltge AC/DC 2 V Control Control Open-close Oen-close SRF2A-5 SRF2A-5 Deenergised C C SRF2A-5-O
More informationReasoning to Solve Equations and Inequalities
Lesson4 Resoning to Solve Equtions nd Inequlities In erlier work in this unit, you modeled situtions with severl vriles nd equtions. For exmple, suppose you were given usiness plns for concert showing
More informationPentominoes. Pentominoes. Bruce Baguley Cascade Math Systems, LLC. The pentominoes are a simple-looking set of objects through which some powerful
Pentominoes Bruce Bguley Cscde Mth Systems, LLC Astrct. Pentominoes nd their reltives the polyominoes, polycues, nd polyhypercues will e used to explore nd pply vrious importnt mthemticl concepts. In this
More informationEngineer-to-Engineer Note
Engineer-to-Engineer Note EE-265 Technicl notes on using Anlog Devices DSPs, processors nd development tools Contct our technicl support t dsp.support@nlog.com nd t dsptools.support@nlog.com Or visit our
More informationPower consumption In operation At rest For wire sizing. Auxiliary switch
echnicl dt sheet SRF2A-S2-5(-O) Rotry ctutor with emergency function for utterfly vlves orque orue 2 2 2 m m m ominl voltge AC/DC 2 V Control Control Open-close Oen-close wo integrted uxiliry uiliry switches
More informationSmall Business Networking
Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology
More information5 a LAN 6 a gateway 7 a modem
STARTER With the help of this digrm, try to descrie the function of these components of typicl network system: 1 file server 2 ridge 3 router 4 ckone 5 LAN 6 gtewy 7 modem Another Novell LAN Router Internet
More informationHow To Network A Smll Business
Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology
More informationTITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING
TITLE THE PRINCIPLES OF COIN-TAP METHOD OF NON-DESTRUCTIVE TESTING Sung Joon Kim*, Dong-Chul Che Kore Aerospce Reserch Institute, 45 Eoeun-Dong, Youseong-Gu, Dejeon, 35-333, Kore Phone : 82-42-86-231 FAX
More informationHow To Set Up A Network For Your Business
Why Network is n Essentil Productivity Tool for Any Smll Business TechAdvisory.org SME Reports sponsored by Effective technology is essentil for smll businesses looking to increse their productivity. Computer
More informationExperiment 6: Friction
Experiment 6: Friction In previous lbs we studied Newton s lws in n idel setting, tht is, one where friction nd ir resistnce were ignored. However, from our everydy experience with motion, we know tht
More informationSmall Business Networking
Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd business. Introducing technology
More informationAPPLICATION NOTE Revision 3.0 MTD/PS-0534 August 13, 2008 KODAK IMAGE SENDORS COLOR CORRECTION FOR IMAGE SENSORS
APPLICATION NOTE Revision 3.0 MTD/PS-0534 August 13, 2008 KODAK IMAGE SENDORS COLOR CORRECTION FOR IMAGE SENSORS TABLE OF FIGURES Figure 1: Spectrl Response of CMOS Imge Sensor...3 Figure 2: Byer CFA Ptterns...4
More informationSensorless Force Estimation for Robots with Friction
Proc. Austrlsin Conference on Rootics nd Automtion Aucklnd, 7-9 Novemer Sensorless orce Estimtion for Roots with riction John W.L Simpson, Chris D Cook, Zheng Li School of Electricl, Computer nd Telecommunictions
More informationSection 5-4 Trigonometric Functions
5- Trigonometric Functions Section 5- Trigonometric Functions Definition of the Trigonometric Functions Clcultor Evlution of Trigonometric Functions Definition of the Trigonometric Functions Alternte Form
More informationSmall Business Networking
Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology
More informationData replication in mobile computing
Technicl Report, My 2010 Dt repliction in mobile computing Bchelor s Thesis in Electricl Engineering Rodrigo Christovm Pmplon HALMSTAD UNIVERSITY, IDE SCHOOL OF INFORMATION SCIENCE, COMPUTER AND ELECTRICAL
More information4/3-, 4/2- and 3/2- directional valves with switching time adjustment, Model 5-.WE 10 (5-chamber version)
RA 23 351/9.99 RA 23 351/9.99 Replces: 6.98, 8.9 4/3-, 4/2- nd 3/2- directionl vlves with switching time djustment, Model 5-.WE 1 (5-chmer version) Nominl size 1 Series 3X Mximum operting pressure 4569
More informationSolenoid Operated Proportional Directional Control Valve (with Pressure Compensation, Multiple Valve Series)
Solenoid Operted Proportionl Directionl Control Vlve (with Pressure Compenstion, Multiple Vlve Series) Hydrulic circuit (Exmple) v Fetures hese stcking type control vlves show pressure compensted type
More informationSmall Business Networking
Why network is n essentil productivity tool for ny smll business Effective technology is essentil for smll businesses looking to increse the productivity of their people nd processes. Introducing technology
More informationGFI MilArchiver 6 vs C2C Archive One Policy Mnger GFI Softwre www.gfi.com GFI MilArchiver 6 vs C2C Archive One Policy Mnger GFI MilArchiver 6 C2C Archive One Policy Mnger Who we re Generl fetures Supports
More informationDlNBVRGH + Sickness Absence Monitoring Report. Executive of the Council. Purpose of report
DlNBVRGH + + THE CITY OF EDINBURGH COUNCIL Sickness Absence Monitoring Report Executive of the Council 8fh My 4 I.I...3 Purpose of report This report quntifies the mount of working time lost s result of
More informationAppendix D: Completing the Square and the Quadratic Formula. In Appendix A, two special cases of expanding brackets were considered:
Appendi D: Completing the Squre nd the Qudrtic Formul Fctoring qudrtic epressions such s: + 6 + 8 ws one of the topics introduced in Appendi C. Fctoring qudrtic epressions is useful skill tht cn help you
More informationCS99S Laboratory 2 Preparation Copyright W. J. Dally 2001 October 1, 2001
CS99S Lortory 2 Preprtion Copyright W. J. Dlly 2 Octoer, 2 Ojectives:. Understnd the principle of sttic CMOS gte circuits 2. Build simple logic gtes from MOS trnsistors 3. Evlute these gtes to oserve logic
More informationUplift Capacity of K-Series Open Web Steel Joist Seats. Florida, Gainesville, FL 32611; email: psgreen@ce.ufl.edu
Uplift Cpcity of K-Series Open Web Steel Joist Sets Perry S. Green, Ph.D, M.ASCE 1 nd Thoms Sputo, Ph.D., P.E., M.ASCE 2 1 Assistnt Professor, Deprtment of Civil nd Costl Engineering, University of Florid,
More informationRTL Power Optimization with Gate-level Accuracy
RTL Power Optimiztion with Gte-level Accurcy Qi Wng Cdence Design Systems, Inc Sumit Roy Clypto Design Systems, Inc 555 River Oks Prkwy, Sn Jose 95125 2903 Bunker Hill Lne, Suite 208, SntClr 95054 qwng@cdence.com
More informationGraphs on Logarithmic and Semilogarithmic Paper
0CH_PHClter_TMSETE_ 3//00 :3 PM Pge Grphs on Logrithmic nd Semilogrithmic Pper OBJECTIVES When ou hve completed this chpter, ou should be ble to: Mke grphs on logrithmic nd semilogrithmic pper. Grph empiricl
More informationClearPeaks Customer Care Guide. Business as Usual (BaU) Services Peace of mind for your BI Investment
ClerPeks Customer Cre Guide Business s Usul (BU) Services Pece of mind for your BI Investment ClerPeks Customer Cre Business s Usul Services Tble of Contents 1. Overview...3 Benefits of Choosing ClerPeks
More informationWelch Allyn CardioPerfect Workstation Installation Guide
Welch Allyn CrdioPerfect Worksttion Instlltion Guide INSTALLING CARDIOPERFECT WORKSTATION SOFTWARE & ACCESSORIES ON A SINGLE PC For softwre version 1.6.5 or lter For network instlltion, plese refer to
More informationRotating DC Motors Part II
Rotting Motors rt II II.1 Motor Equivlent Circuit The next step in our consiertion of motors is to evelop n equivlent circuit which cn be use to better unerstn motor opertion. The rmtures in rel motors
More informationSimulation of operation modes of isochronous cyclotron by a new interative method
NUKLEONIKA 27;52(1):29 34 ORIGINAL PAPER Simultion of opertion modes of isochronous cyclotron y new intertive method Ryszrd Trszkiewicz, Mrek Tlch, Jcek Sulikowski, Henryk Doruch, Tdeusz Norys, Artur Srok,
More informationAntiSpyware Enterprise Module 8.5
AntiSpywre Enterprise Module 8.5 Product Guide Aout the AntiSpywre Enterprise Module The McAfee AntiSpywre Enterprise Module 8.5 is n dd-on to the VirusScn Enterprise 8.5i product tht extends its ility
More informationFAULT TREES AND RELIABILITY BLOCK DIAGRAMS. Harry G. Kwatny. Department of Mechanical Engineering & Mechanics Drexel University
SYSTEM FAULT AND Hrry G. Kwtny Deprtment of Mechnicl Engineering & Mechnics Drexel University OUTLINE SYSTEM RBD Definition RBDs nd Fult Trees System Structure Structure Functions Pths nd Cutsets Reliility
More informationSmall Business Cloud Services
Smll Business Cloud Services Summry. We re thick in the midst of historic se-chnge in computing. Like the emergence of personl computers, grphicl user interfces, nd mobile devices, the cloud is lredy profoundly
More informationBK-W, BKD-W. 1 Technical description
, BKD-W 1 Technicl description Rective power compenstors re designed for compensting rective power (improving power coefficient cos? ) in low voltge networks in industril sites nd division sttions.in the
More informationAll pay auctions with certain and uncertain prizes a comment
CENTER FOR RESEARC IN ECONOMICS AND MANAGEMENT CREAM Publiction No. 1-2015 All py uctions with certin nd uncertin prizes comment Christin Riis All py uctions with certin nd uncertin prizes comment Christin
More informationA Network Management System for Power-Line Communications and its Verification by Simulation
A Network Mngement System for Power-Line Communictions nd its Verifiction y Simultion Mrkus Seeck, Gerd Bumiller GmH Unterschluerscher-Huptstr. 10, D-90613 Großhersdorf, Germny Phone: +49 9105 9960-51,
More information, and the number of electrons is -19. e e 1.60 10 C. The negatively charged electrons move in the direction opposite to the conventional current flow.
Prolem 1. f current of 80.0 ma exists in metl wire, how mny electrons flow pst given cross section of the wire in 10.0 min? Sketch the directions of the current nd the electrons motion. Solution: The chrge
More informationEQUATIONS OF LINES AND PLANES
EQUATIONS OF LINES AND PLANES MATH 195, SECTION 59 (VIPUL NAIK) Corresponding mteril in the ook: Section 12.5. Wht students should definitely get: Prmetric eqution of line given in point-direction nd twopoint
More informationSpace Vector Pulse Width Modulation Based Induction Motor with V/F Control
Interntionl Journl of Science nd Reserch (IJSR) Spce Vector Pulse Width Modultion Bsed Induction Motor with V/F Control Vikrmrjn Jmbulingm Electricl nd Electronics Engineering, VIT University, Indi Abstrct:
More informationHow To Study The Effects Of Music Composition On Children
C-crcs Cognitive - Counselling Reserch & Conference Services (eissn: 2301-2358) Volume I Effects of Music Composition Intervention on Elementry School Children b M. Hogenes, B. Vn Oers, R. F. W. Diekstr,
More informationAN ANALYTICAL HIERARCHY PROCESS METHODOLOGY TO EVALUATE IT SOLUTIONS FOR ORGANIZATIONS
AN ANALYTICAL HIERARCHY PROCESS METHODOLOGY TO EVALUATE IT SOLUTIONS FOR ORGANIZATIONS Spiros Vsilkos (), Chrysostomos D. Stylios (),(b), John Groflkis (c) () Dept. of Telemtics Center, Computer Technology
More informationBayesian Updating with Continuous Priors Class 13, 18.05, Spring 2014 Jeremy Orloff and Jonathan Bloom
Byesin Updting with Continuous Priors Clss 3, 8.05, Spring 04 Jeremy Orloff nd Jonthn Bloom Lerning Gols. Understnd prmeterized fmily of distriutions s representing continuous rnge of hypotheses for the
More information2 DIODE CLIPPING and CLAMPING CIRCUITS
2 DIODE CLIPPING nd CLAMPING CIRCUITS 2.1 Ojectives Understnding the operting principle of diode clipping circuit Understnding the operting principle of clmping circuit Understnding the wveform chnge of
More informationSmall Businesses Decisions to Offer Health Insurance to Employees
Smll Businesses Decisions to Offer Helth Insurnce to Employees Ctherine McLughlin nd Adm Swinurn, June 2014 Employer-sponsored helth insurnce (ESI) is the dominnt source of coverge for nonelderly dults
More informationSource Code verification Using Logiscope and CodeReducer. Christophe Peron Principal Consultant Kalimetrix
Source Code verifiction Using Logiscope nd CodeReducer Christophe Peron Principl Consultnt Klimetrix Agend Introducing Logiscope: Improving confidence nd developer s productivity Bsed on stte-of-the-rt
More informationHealth insurance exchanges What to expect in 2014
Helth insurnce exchnges Wht to expect in 2014 33096CAEENABC 02/13 The bsics of exchnges As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum mount
More informationHealth insurance marketplace What to expect in 2014
Helth insurnce mrketplce Wht to expect in 2014 33096VAEENBVA 06/13 The bsics of the mrketplce As prt of the Affordble Cre Act (ACA or helth cre reform lw), strting in 2014 ALL Americns must hve minimum
More informationNew Internet Radio Feature
XXXXX XXXXX XXXXX /XW-SMA3/XW-SMA4 New Internet Rdio Feture EN This wireless speker hs een designed to llow you to enjoy Pndor*/Internet Rdio. In order to ply Pndor/Internet Rdio, however, it my e necessry
More informationRecognition Scheme Forensic Science Content Within Educational Programmes
Recognition Scheme Forensic Science Content Within Eductionl Progrmmes one Introduction The Chrtered Society of Forensic Sciences (CSoFS) hs been ccrediting the forensic content of full degree courses
More informationPerformance analysis model for big data applications in cloud computing
Butist Villlpndo et l. Journl of Cloud Computing: Advnces, Systems nd Applictions 2014, 3:19 RESEARCH Performnce nlysis model for big dt pplictions in cloud computing Luis Edurdo Butist Villlpndo 1,2,
More informationTool Support for Feature-Oriented Software Development
Tool Support for Feture-Oriented Softwre Development FetureIDE: An Eclipse-Bsed Approch Thoms Leich leich@iti.cs.unimgdeurg.de Sven Apel pel@iti.cs.unimgdeurg.de Lur Mrnitz mrnitz@cs.unimgdeurg.de ABSTRACT
More informationEngineer-to-Engineer Note
Engineer-to-Engineer Note EE-280 Technicl notes on using Anlog Devices DSPs, processors nd development tools Visit our Web resources http://www.nlog.com/ee-notes nd http://www.nlog.com/processors or e-mil
More informationTwo hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. Date: Friday 16 th May 2008. Time: 14:00 16:00
COMP20212 Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE Digitl Design Techniques Dte: Fridy 16 th My 2008 Time: 14:00 16:00 Plese nswer ny THREE Questions from the FOUR questions provided
More informationJaERM Software-as-a-Solution Package
JERM Softwre-s--Solution Pckge Enterprise Risk Mngement ( ERM ) Public listed compnies nd orgnistions providing finncil services re required by Monetry Authority of Singpore ( MAS ) nd/or Singpore Stock
More informationUnleashing the Power of Cloud
Unleshing the Power of Cloud A Joint White Pper by FusionLyer nd NetIQ Copyright 2015 FusionLyer, Inc. All rights reserved. No prt of this publiction my be reproduced, stored in retrievl system, or trnsmitted,
More informationIntroducing Kashef for Application Monitoring
WextWise 2010 Introducing Kshef for Appliction The Cse for Rel-time monitoring of dtcenter helth is criticl IT process serving vriety of needs. Avilbility requirements of 6 nd 7 nines of tody SOA oriented
More informationGFI MilArchiver 6 vs Quest Softwre Archive Mnger GFI Softwre www.gfi.com GFI MilArchiver 6 vs Quest Softwre Archive Mnger GFI MilArchiver 6 Quest Softwre Archive Mnger Who we re Generl fetures Supports
More informationVirtual Machine. Part II: Program Control. Building a Modern Computer From First Principles. www.nand2tetris.org
Virtul Mchine Prt II: Progrm Control Building Modern Computer From First Principles www.nnd2tetris.org Elements of Computing Systems, Nisn & Schocken, MIT Press, www.nnd2tetris.org, Chpter 8: Virtul Mchine,
More informationRegular Sets and Expressions
Regulr Sets nd Expressions Finite utomt re importnt in science, mthemtics, nd engineering. Engineers like them ecuse they re super models for circuits (And, since the dvent of VLSI systems sometimes finite
More informationCorrection methods for pulsed neutron source reactivity measurement in accelerator driven systems
NUKLEONIKA 2013;58(2):287 293 ORIGINAL PAPER Correction methods for pulsed neutron source rectivity mesurement in ccelertor driven systems Pweł Gjd, Jerzy Jnczyszyn, Włdysłw Pohorecki Astrct. Importnt
More informationElectrical Engineering
Electricl Engineering R Wherever Energy Flows or Goods re Produced Our Electricl Engineering Group provides electricl design nd consulting services to electric & gs utilities, oil & gs pipelines, refineries,
More informationMETHODS & TECHNICAL Advances
METHODS & TECHNICAL Advnces Ahmet Keles, DDS, DMSc 1 KELES KEYLESS EXPANDER: A NEW APPROACH FOR RAPID PALATAL EXPANSION Mxillry trnsverse constriction is mong the most common mlformtions in orthodontics.
More informationProject 6 Aircraft static stability and control
Project 6 Aircrft sttic stbility nd control The min objective of the project No. 6 is to compute the chrcteristics of the ircrft sttic stbility nd control chrcteristics in the pitch nd roll chnnel. The
More information4/3, 4/2 directional valves solenoid operated
4/3, 4/2 directionl vlves solenoid operted RE 18303-01/07.12 Replces: RE00157/12.07 1/10 Type L5010 (LC04Z) Size 4 Series 00 Mximum operting pressure 310 r [4500 psi] Mximum flow 25 l/m [6.6 gpm] DVI0003
More information6.2 Volumes of Revolution: The Disk Method
mth ppliction: volumes of revolution, prt ii Volumes of Revolution: The Disk Method One of the simplest pplictions of integrtion (Theorem ) nd the ccumultion process is to determine so-clled volumes of
More informationDynamic TDMA Slot Assignment in Ad Hoc Networks
Dynmic TDMA Slot Assignment in Ad Hoc Networks Akimitsu KANZAKI, Toshiki UEMUKAI, Tkhiro HARA, Shojiro NISHIO Dept. of Multimedi Eng., Grd. Sch. of Informtion Science nd Technology, Osk Univ. Dept. of
More informationAnswer, Key Homework 10 David McIntyre 1
Answer, Key Homework 10 Dvid McIntyre 1 This print-out should hve 22 questions, check tht it is complete. Multiple-choice questions my continue on the next column or pge: find ll choices efore mking your
More information** Dpt. Chemical Engineering, Kasetsart University, Bangkok 10900, Thailand
Modelling nd Simultion of hemicl Processes in Multi Pulse TP Experiment P. Phnwdee* S.O. Shekhtmn +. Jrungmnorom** J.T. Gleves ++ * Dpt. hemicl Engineering, Ksetsrt University, Bngkok 10900, Thilnd + Dpt.hemicl
More informationNetwork Configuration Independence Mechanism
3GPP TSG SA WG3 Security S3#19 S3-010323 3-6 July, 2001 Newbury, UK Source: Title: Document for: AT&T Wireless Network Configurtion Independence Mechnism Approvl 1 Introduction During the lst S3 meeting
More informationIn addition, the following elements form an integral part of the Agency strike prevention plan:
UNITED STTES DEPRTMENT OF GRICULTURE Wshington, DC 20250 Federl Grin Inspection Service FGIS Directive 4711.2 6/16/80 STRIKE PREVENTION ND STRIKE CONTINGENCY PLNS I PURPOSE This Instruction: Estlishes
More informationThe Acoustic Design of Soundproofing Doors and Windows
3 The Open Acoustics Journl, 1, 3, 3-37 The Acoustic Design of Soundproofing Doors nd Windows Open Access Nishimur Yuy,1, Nguyen Huy Qung, Nishimur Sohei 1, Nishimur Tsuyoshi 3 nd Yno Tkshi 1 Kummoto Ntionl
More informationHelicopter Theme and Variations
Helicopter Theme nd Vritions Or, Some Experimentl Designs Employing Pper Helicopters Some possible explntory vribles re: Who drops the helicopter The length of the rotor bldes The height from which the
More information4. DC MOTORS. Understand the basic principles of operation of a DC motor. Understand the operation and basic characteristics of simple DC motors.
4. DC MOTORS Almost every mechnicl movement tht we see round us is ccomplished by n electric motor. Electric mchines re mens o converting energy. Motors tke electricl energy nd produce mechnicl energy.
More informationThe LENA TM Language Environment Analysis System:
FOUNDATION The LENA TM Lnguge Environment Anlysis System: Audio Specifictions of the DLP-0121 Michel Ford, Chrles T. Ber, Dongxin Xu, Umit Ypnel, Shrmi Gry LENA Foundtion, Boulder, CO LTR-03-2 September
More informationThe Velocity Factor of an Insulated Two-Wire Transmission Line
The Velocity Fctor of n Insulted Two-Wire Trnsmission Line Problem Kirk T. McDonld Joseph Henry Lbortories, Princeton University, Princeton, NJ 08544 Mrch 7, 008 Estimte the velocity fctor F = v/c nd the
More informationGene Expression Programming: A New Adaptive Algorithm for Solving Problems
Gene Expression Progrmming: A New Adptive Algorithm for Solving Prolems Cândid Ferreir Deprtmento de Ciêncis Agráris Universidde dos Açores 9701-851 Terr-Chã Angr do Heroísmo, Portugl Complex Systems,
More informationCost Functions for Assessment of Vehicle Dynamics
Cost Functions for Assessment of Vehicle Dynmics Dzmitry Svitski Automotive Engineering Deprtment Ilmenu University of Technology Ilmenu, Germny dzmitry.svitski@tu-ilmenu.de Pvel Nedom, Jroslv Mchn Skod
More informationSyGEMe: Integrated Municipal Facilities Management of Water Ressources Swiss Geoscience Meeting, Neuchâtel, 21 novembre 2009 k
SyGEMe: Integrted Municipl Fcilities Mngement of Wter Ressources Tool presenttion, choice of technology, mn-mchine mchine interfce, business opportunities nd prospects 1. Introduction 2. Mn-mchine interfce
More informationRotational Equilibrium: A Question of Balance
Prt of the IEEE Techer In-Service Progrm - Lesson Focus Demonstrte the concept of rottionl equilirium. Lesson Synopsis The Rottionl Equilirium ctivity encourges students to explore the sic concepts of
More informationBasic Analysis of Autarky and Free Trade Models
Bsic Anlysis of Autrky nd Free Trde Models AUTARKY Autrky condition in prticulr commodity mrket refers to sitution in which country does not engge in ny trde in tht commodity with other countries. Consequently
More informationA.7.1 Trigonometric interpretation of dot product... 324. A.7.2 Geometric interpretation of dot product... 324
A P P E N D I X A Vectors CONTENTS A.1 Scling vector................................................ 321 A.2 Unit or Direction vectors...................................... 321 A.3 Vector ddition.................................................
More informationInnovative and applied research on big data platforms of smart heritage
Innovtive nd pplied reserch on big dt pltforms of smrt heritge J. Qiu, J. Li, H. Sun * qiujie@thid.cn lijijun@thid.cn sunhuijio@thid.cn KEY WORDS: Smrt heritge, Big dt, Explntion ABSTRACT: Big dt hs huge
More informationBinary Representation of Numbers Autar Kaw
Binry Representtion of Numbers Autr Kw After reding this chpter, you should be ble to: 1. convert bse- rel number to its binry representtion,. convert binry number to n equivlent bse- number. In everydy
More informationAn Undergraduate Curriculum Evaluation with the Analytic Hierarchy Process
An Undergrdute Curriculum Evlution with the Anlytic Hierrchy Process Les Frir Jessic O. Mtson Jck E. Mtson Deprtment of Industril Engineering P.O. Box 870288 University of Albm Tuscloos, AL. 35487 Abstrct
More informationEE247 Lecture 4. For simplicity, will start with all pole ladder type filters. Convert to integrator based form- example shown
EE247 Lecture 4 Ldder type filters For simplicity, will strt with ll pole ldder type filters Convert to integrtor bsed form exmple shown Then will ttend to high order ldder type filters incorporting zeros
More informationENHANCING CUSTOMER EXPERIENCE THROUGH BUSINESS PROCESS IMPROVEMENT: AN APPLICATION OF THE ENHANCED CUSTOMER EXPERIENCE FRAMEWORK (ECEF)
ENHNCING CUSTOMER EXPERIENCE THROUGH BUSINESS PROCESS IMPROVEMENT: N PPLICTION OF THE ENHNCED CUSTOMER EXPERIENCE FRMEWORK (ECEF) G.J. Both 1, P.S. Kruger 2 & M. de Vries 3 Deprtment of Industril nd Systems
More informationRevisions published in the University of Innsbruck Bulletin of 18 June 2014, Issue 31, No. 509
Plese note: The following curriculum is for informtion purposes only nd not leglly inding. The leglly inding version is pulished in the pertinent University of Innsruck Bulletins. Originl version pulished
More informationExample 27.1 Draw a Venn diagram to show the relationship between counting numbers, whole numbers, integers, and rational numbers.
2 Rtionl Numbers Integers such s 5 were importnt when solving the eqution x+5 = 0. In similr wy, frctions re importnt for solving equtions like 2x = 1. Wht bout equtions like 2x + 1 = 0? Equtions of this
More informationSPH simulation of fluid-structure interaction problems
Diprtimento di ingegneri idrulic e mientle SPH simultion of fluid-structure interction prolems C. Antoci, M. Gllti, S. Siill Reserch project Prolem: deformtion of plte due to the ction of fluid (lrge displcement
More informationNote: Principal version Modification Amendment Equivalence list Consolidated version from October 1 2014
Note: The following curriculum is consolidted version. It is leglly non-inding nd for informtionl purposes only. The leglly inding versions re found in the University of Innsruck Bulletins (in Germn).
More informationLinear Programming in Database
9 Liner Progrmming in Dtse Akir Kwguchi nd Andrew Ngel Deprtment of Computer Science, The City College of New York. New York, New York United Sttes of Americ Keywords: liner progrmming, simple method,
More informationT H E S E C U R E T R A N S M I S S I O N P R O T O C O L O F S E N S O R A D H O C N E T W O R K
Z E S Z Y T Y N A U K O W E A K A D E M I I M A R Y N A R K I W O J E N N E J S C I E N T I F I C J O U R N A L O F P O L I S H N A V A L A C A D E M Y 2015 (LVI) 4 (203) A n d r z e j M r c z k DOI: 10.5604/0860889X.1187607
More informationVendor Rating for Service Desk Selection
Vendor Presented By DATE Using the scores of 0, 1, 2, or 3, plese rte the vendor's presenttion on how well they demonstrted the functionl requirements in the res below. Also consider how efficient nd functionl
More informationOutline of the Lecture. Software Testing. Unit & Integration Testing. Components. Lecture Notes 3 (of 4)
Outline of the Lecture Softwre Testing Lecture Notes 3 (of 4) Integrtion Testing Top-down ottom-up ig-ng Sndwich System Testing cceptnce Testing istriution of ults in lrge Industril Softwre System (ISST
More informationEcon 4721 Money and Banking Problem Set 2 Answer Key
Econ 472 Money nd Bnking Problem Set 2 Answer Key Problem (35 points) Consider n overlpping genertions model in which consumers live for two periods. The number of people born in ech genertion grows in
More informationEnterprise Risk Management Software Buyer s Guide
Enterprise Risk Mngement Softwre Buyer s Guide 1. Wht is Enterprise Risk Mngement? 2. Gols of n ERM Progrm 3. Why Implement ERM 4. Steps to Implementing Successful ERM Progrm 5. Key Performnce Indictors
More informationData Compression. Lossless And Lossy Compression
Dt Compression Reduce the size of dt. ƒ Reduces storge spce nd hence storge cost. Compression rtio = originl dt size/compressed dt size ƒ Reduces time to retrieve nd trnsmit dt. Lossless And Lossy Compression
More informationEngineer-to-Engineer Note
Engineer-to-Engineer Note EE-220 Technicl notes on using Anlog Devices DSPs, processors nd development tools Contct our technicl support t dsp.support@nlog.com nd t dsptools.support@nlog.com Or visit our
More information