Workspace Analysis of a Novel Parallel Robot Named 3-R2H2S with Three Freedoms
|
|
- Fay Day
- 5 years ago
- Views:
Transcription
1 Reserch Journl of Appled Scences, Engneerng nd Technology 6(0: , 013 ISS: ; e-iss: Mxwell Scentfc Orgnzton, 013 Submtted: Jnury 17, 013 Accepted: Februry, 013 Publshed: ovember 10, 013 Workspce Anlyss of ovel Prllel Robot med 3-RHS wth Three Freedoms Xn-Je Wng, Cho-Hu Zhng, C-Dong Wng nd Hu Zheng Mechncl nd Electrcl Engneerng Insttute, Zhengzhou Unversty of Lght Industry, Zhengzhou, Henn, 45000, Chn Abstrct: In order to meet the sortng nd pckng needs of the drug nd food ndustres, novel prllel robot mechnsm nmed 3-RHS s proposed n ths study, the knemtcs equton of the robot ws deduced nd the nverse knemtcs ws clculted. The workspce model of the robot s nlyzed by the boundry serch method through the MATLAB nd ADAMS knemtcs softwre. The nlyss results show tht the robot hs lrge effectve workspce wth smooth boundry nd cn be wdely ppled n the feld of ndustrl robots, the knemtcs of mcro robots nd 3D coordnte mesurements nd the workspce of the robot cn meet the needs of drug nd food utomton producton lne. Keywords: Prllel robot, poston nverse solutons, workspce ITRODUCTIO Prllel robot s new knd of robot; t hs seres of dvntges: hgher stffness, strong berng cpcty, smll error, hgh precson, smll rto of weght lod, good dynmc performnce, esy to control nd so on (Keml nd Korkmz, 009; col nd Vncenzo, 011. Prllel robot s wdely used n res such s flght smultor, prllel mchnes nd prllel mnpultors (Hung et l., 009; Yun et l., 008. The workspce of prllel robot s n mportnt ndex to evlute ts workng performnce, so t hs n mportnt prctcl sgnfcnce to nlyss nd reserch the workspce of the prllel robot (Chen et l., 010. In recent yers, mny scholrs t home or brod hve done lot of reserch work on prllel robot s workspce, lke Dun et l. (011 who hve reserched the knemtcs nd workspce of the 6-PUS/UPU prllel robot nd concluded the workspce of the mechnsm t dfferent flexble poses; Lee et l. (006 mde detled nlyss for the 3-UPS prllel mechnsm, lter they drw out the workspce nd concluded tht the workspce s symmetrcl n spce. At present, most of the workspce reserch s bsed on the robot s structure sze nd constrnt condtons to seek the workspce, whch s clled the postve problem, but the reserch of the reverse problem whch s bsed on the workspce of the robot to seek the structure sze nd constrnt condtons s less. Recently, lrge number of people re workng mong the food nd drug ndustres for the sortng tsks nd t hs lots of dsdvntges such s unsntry, unsfely nd hgh cost. In order to mprove the Rottonl jont Movng pltform Sttc pltform Ar sucton cup Actve rm Pssve rm Sphercl jont Fg. 1: 3-D model of 3-RHS prllel robot Hooke jont utomton degree of these enterprses nd gurntee the products qulty, novel prllel robot mechnsm nmed 3-RHS s proposed ccordng to the food nd drug sortng operton requrements. Ths study reserches the workspce of the prllel robot endeffect or bsed on the nverse soluton. STRUCTURE DESIG Accordng to the new prllel robot mechnsm n ths study, two sphercl jonts hve been replced by Hooke jonts bsed on the delt robot; the structure s shown n Fg. 1. The sttc pltform nd movng pltform re connected through three sme brnches nd the ngle of every two djcent brnches s 10, ech brnch s Correspondng Author: C-Dong Wng, Mechncl nd Electrcl Engneerng Insttute, Zhengzhou Unversty of Lght Industry, Zhengzhou, Henn, 45000, Chn 3847
2 Fg. : Structure dgrm of 3-RHS mechnsm consst of one Rottonl jont (R jont, two Hooke jonts (H jont nd two Sphercl jonts (S jont tht connectng n turn. The smulton result shows tht the new structure not only overcomes the trdtonl structure s problem tht the connectng br whch connect two sphercl jonts rotte round ts own shft (Zhu et l., 003, but lso moves smoothly nd hs bgger workspce nd good knemtcs performnce. An r sucton cup s fxed t the movng pltform s center, the sucton cup cn grbs drugs or foods by the negtve r pressure nd then the robot moves the drugs or foods nto the correspondng pckgng box n very fst speed. The sucton cup cn be exchnged ccordng to dfferent products to meet the sortng requrements. Freedom nlyss nd clculton: The structure dgrm of 3-RHS mechnsm s shown n Fg.. Accordng to the Kutzbch-Grubler formul of sptl mechnsm freedom, we cn clculte: g Res. J. Appl. Sc. Eng. Technol., 6(0: , 013 F = 6( n g 1 (1 n : The number of prts g : The number of knemtc prs gg ff = 33 : The sum freedoms of ll prs f In ths mechnsm, the nfluence of the locl freedom ws elmnted due to the replcement of two sphercl jonts wth two Hooke jonts n ech brnch, whch ws completely equvlent wth the trdtonl delt mechnsm n knemtcs. Accordng to the clculton formul, number of prts n = 11, number of knemtc prs g = 15, the sum freedoms of ll prs gg ff = 33, so the freedom of the mechnsm s 3. Inverse soluton of poston: The nverse soluton of robot poston s bsed on the reference pont s coordnte of movng pltform n the coordnte system, to clculte the three control motors rotton ngle on the sttc pltform; t s lso to clculte the three ctve rms pendulum ngle reltve to the sttc pltform. The nverse soluton of robot poston s the 3848 bss of trjectory plnnng for prllel robot; only obtn the correct soluton cn we mke the end mnpultor to rech the requred pose. Ths study uses geometry method to solve the mechnsm poston. As s shown n Fg., settng the sttc pltform s crcumscrbed crcle s rdus s R, the sttc pltform s crcumscrbed crcle s rdus s r, AB = l α, B C = l b, buldng sttc coordnte system O-XYZ n the center of the sttc pltform nd dynmc coordnte system O'-X'Y'Z' n center of the movng pltform. Accordng to the geometrcl reltonshp, the poston vector of the rottonl jont s center A n sttc coordnte system O-XYZ s: o ( cosα,sn α, T = R 0 ( = 1,, 3 ( α represents the ncluded ngle between OA nd the postve drecton of X xs: 4 3 α = π 6 ( = 1,, 3 Smlrly, we cn obtn the poston vector of the equvlent center C on the movng pltform n dynmc coordnte system s: o ( cosα, sn α, T c = r 0 ( = 1,, 3 (3 α represents the ncluded ngle between O'C' nd the postve drecton of X' xs: 4 3 α = π 6 ( = 1,, 3 Settng the rotte ngle form OA to A B s θ, from the geometrcl reltonshp, we cn obtn the poston vector of B n sttc coordnte system s: b o = ( R l ( R l l cosα snα snθ (4 Settng the coordnte of the center O' of movng pltform n the dynmc coordnte system O-XYZ s (x, y, z, the rotte ngle of the movng pltform reltve to sttc pltform n the drecton of Z xs s zero, so the vector OC n the dynmc coordnte system O-XYZ cn be expressed s: c o r cosα x = r sn α y z (5 For B C = l b, from the defnton of the vector module, we cn get the equton:
3 Res. J. Appl. Sc. Eng. Technol., 6(0: , 013 [( R l r cosα x] [( R l r snα y] ( l snθ z = l b (6 The bove formul s the nverse soluton equton of knemtcs. After reducton we cn obtn: M t t P = 0 ( = 1,, 3 (7 t M 1 = tn θ ( = 1,, 3 = ( R r l x y z lb ( R r( x cosα y snα l ( R r x cosα y snα nd the 8 groups of nverse soluton respectvely re: (θ 1, θ, θ 3 = (-7784π, π, π (θ 1, θ, θ 3 = (-7784π, π, π (θ 1, θ, θ 3 = (-7784π, π, π (θ 1, θ, θ 3 = (-7784π, π, π (θ 1, θ, θ 3 = (-31π, π, π (θ 1, θ, θ 3 = (-0.31π, π, π (θ 1, θ, θ 3 = (-0.31π, π, π (θ 1, θ, θ 3 = (-0.31π, π, π Some groups wll cuse nterference when the mechnsm n ctul moton n the bove 8 groups nverse soluton. Therefore, to clculte the prllel robot s nverse poston soluton s to fnd the optml soluton of the 8 groups, so tht the system cn relze the best nd fstest control nd hs the best knemtc performnce. WORKSPACE AALYSIS = 4zl P = ( R r l x y z lb ( R r( x cosα y snα l ( R r x cosα y snα Accordng to Eq. (7, we cn get: 4M P = ( = 1,, 3 M t ± The ngle θ cn be obtned by: ( t rctn (8 From the soluton we cn fnd tht there re 8 groups of jont postons of the mechnsm when the pose of movng pltform s gven. In order to vldte the correctness of the nverse poston soluton, we clculte nverse poston soluton through n exmple to observe the correspondng relton between nput nd output. Frst we set the mechnsm s bsc prmeters R = 105 mm, r = 50 mm, l α = 0 mm, l b = 495 mm, the center s coordnte of movng pltform s (x, y, z T = (35, 60, -31 T, then we cn clculte the three ctve rms pendulum ngle θ reltve to the sttc pltform. Accordng to the nverse soluton equton we cn get: ( π, 0. π 31 1 ( π, 0. π 1497 ( π, 0. π The workspce of prllel robot s the set of ponts where the end-effector cn rech, t s n mportnt ndex to evlute the robot s workng performnce, ts sze nd shpe determne the moton rnge of the endeffector nd t s lso the drect reflecton of the workng blty of prllel robot. Generlly spekng, the workspce s smll nd rregulr shpe hs restrcted the pplcton of prllel robot n certn degree; therefore, to nlyss the workspce s prtculrly mportnt. Accordng to ths structure, the workspce s sze nd shpe s mnly determned by the rms length, the crcumscrbed crcle rdus of sttc nd movng pltforms, the pendulum ngle rnge of ctve rm nd the turnng ngle rnge of sphercl jont nd Hooke jont n ech brnch. Consderng the nterference mong prts when the mechnsm s movng, the pendulum ngle of the three ctve rms nd the movement lmt of sphercl jont nd Hooke jont, we set the pendulum ngle rnge of the three ctve rms s: θ mn θ θ ( = 1,, 3 (9 mx The turnng ngle rnge of sphercl jont s: ( Rn L b θb = rccos θ ( = 1,, 3 (10 b mx L L : The br s length vector n b : The pose of sphercl jont n dynmc coordnte system θ bmx : The bggest turnng ngle of sphercl jont The turnng ngle rnge of sphercl jont s:
4 Res. J. Appl. Sc. Eng. Technol., 6(0: , 013 Prmeter ntlzton Determne the roughly rnge of workspce Determne the serch rnge The poston nverse soluton Judge the pendulum ngle Y Plot3(x,y,z Fg. 3: The flow chrt of serch process Fg. 4: Workspce of 3-RHS robot Fg. 6: Projecton of XZ plne Generlly, the workspce of prllel mechnsm s obtned through the knemtcs nverse soluton. One group of rms pendulum ngle cn be obtned from the correspondng pose mtrx of pont nd f the rms pendulum ngle meets the Eq. (9, we cn judge the poston pont belong the workspce, otherwse t doesn t. If we cn seek out ll the boundry ponts, then the prllel mechnsm workspce conssts of the ponts wthn or on the boundry, ths s the boundry serch method prncple of the workspce. Through the Eq. (10 nd (11, we cn fnd the roughly rnge of prllel mechnsm s workspce nd then specfy the correspondng serch rnge. Lter group of pendulum ngle of correspondng pont cn be obtned through the poston nverse soluton; f the ngles meet Eq. (9 nd then the pont s nsde of the work spce. The flow chrt of serch process s shown n Fg. 3. The structurl prmeters of the robot re: R = 105 mm, r = 50 mm, l α = 0 mm, l b = 495 mm, - 45 o θ 70 o, θ b 55 o, θ B 60 o. Bsed on robot knemtcs nverse soluton, the workspce model of the robot s nlyzed by the boundry serch method through the MATLAB nd ADAMS knemtcs softwre. The workspce of the movng pltform s center O' s obtned, s s shown n Fg. 4. The workspce s projectons n XZ plne nd YZ plne re shown n Fg. 5 nd 6, respectvely. The workspce s boundry s smooth nd the effectve workspce s lrge nd wthout holes n the spce. Fg. 5: Projecton of XY plne ( Rn L B θ B = rccos θ ( = 1,, 3 (11 B mx L L : The br s length vector n B : The pose of hooke jont n sttc coordnte system θ Bmx : The bggest turnng ngle of hooke jont 3850 COCLUSIO A novel prllel robot mechnsm nmed 3-RHS wth three freedoms ws proposed nd the mthemtcl model of the knemtcs nverse soluton ws lso estblshed. The workspce s symmetrcl bout XZ plne nd YZ plne, the movement spce s ncresng long wth the ncresng of constrnt turnng ngle when there no sngulr occurs. And the workspce of the robot cn meet the needs of drug utomton producton lne.
5 Res. J. Appl. Sc. Eng. Technol., 6(0: , 013 The workspce of prllel robot nmed 3-RHS wth three freedoms ws studed n ths study, whch hs provdes relble bss for the pplcton reserch, desgn nd ts full dvntge study of ths knd robots. ACKOWLEDGMET Ths study s supported by Scentfc nd technologcl project n Henn Provnce ( , Progrm for IRTSTH (01IRTSTH013 nd Scentfc nd technologcl project of Zhengzhou Cty (11PPTGG36-7. REFERECES Chen, H.Z., Z.Y. Zou nd X.Q. Ho, 010. Anlyss on output moton nd workspce of novel type 3- RCR prllel mechnsm wth three trnsltons. Mch. Tool Hyd., 38(5: 4-6, (In Chnese. Dun, Y.B., S.P. Lng, D.X. Zeng, et l., 011. Knemtcs nd workspce nlyss of 6-PUS/UPU prllel mnpultor. J. Mch. Des., 8(3: 36-40, (In Chnese. Hung, X.G., G.P. He, X.L. Tn, et l., 009. An ntroducton to prllel robot mechnsm. J.. Chn Unv. Tech., 1(3: Keml, S. nd O. Korkmz, 009. Trjectory trckng control of prllel robots n the presence of jont drve flexblty. J. Sound Vb., 319: Lee, S.H., W.K. Km, B.J. Y, et l., 006. Anlyss of two 3-DOF prllel mechnsms wth constrned Stewrt pltform structure. Proceedng of the IEEE RA, Orlndo, FL, pp: col, S. nd P.C. Vncenzo, 011. A novel 3D prllel mechnsm for the pssve moton smulton of the ptell-femur-tb complex. Meccnc, 46: Yun, Y., Q.S. Xu nd Y.M. L, 008. Survey on prllel mnpultors wth mcro/nno mnpulton technology nd pplctons. J. Mech. Eng., 44(1: 1-3. Zhu, Y.H., J. Zho nd H.G. C, 003. Confgurton desgn of knd of new typed double prllel mn mnpultor. J. Mch. Des., 0(8:
Rank One Update And the Google Matrix by Al Bernstein Signal Science, LLC
Introducton Rnk One Updte And the Google Mtrx y Al Bernsten Sgnl Scence, LLC www.sgnlscence.net here re two dfferent wys to perform mtrx multplctons. he frst uses dot product formulton nd the second uses
More information4. Eccentric axial loading, cross-section core
. Eccentrc xl lodng, cross-secton core Introducton We re strtng to consder more generl cse when the xl force nd bxl bendng ct smultneousl n the cross-secton of the br. B vrtue of Snt-Vennt s prncple we
More informationIdentification of Robot Arm s Joints Time-Varying Stiffness Under Loads
TELKOMNIKA, Vol.10, No.8, December 2012, pp. 2081~2087 e-issn: 2087-278X ccredted by DGHE (DIKTI), Decree No: 51/Dkt/Kep/2010 2081 Identfcton of Robot Arm s Jonts Tme-Vryng Stffness Under Lods Ru Xu 1,
More informationJens Siebel (University of Applied Sciences Kaiserslautern) An Interactive Introduction to Complex Numbers
Jens Sebel (Unversty of Appled Scences Kserslutern) An Interctve Introducton to Complex Numbers 1. Introducton We know tht some polynoml equtons do not hve ny solutons on R/. Exmple 1.1: Solve x + 1= for
More informationSolution of Tutorial 5 Drive dynamics & control
ELEC463 Unversty of New South Wles School of Electrcl Engneerng & elecommunctons ELEC463 Electrc Drve Systems Queston Motor Soluton of utorl 5 Drve dynmcs & control 500 rev/mn = 5.3 rd/s 750 rted 4.3 Nm
More informationPrinciple Component Analysis
Prncple Component Anlyss Jng Go SUNY Bufflo Why Dmensonlty Reducton? We hve too mny dmensons o reson bout or obtn nsghts from o vsulze oo much nose n the dt Need to reduce them to smller set of fctors
More informationLecture 4: Piecewise Cubic Interpolation
Lecture notes on Vrtonl nd Approxmte Methods n Appled Mthemtcs - A Perce UBC Lecture 4: Pecewse Cubc Interpolton Compled 6 August 7 In ths lecture we consder pecewse cubc nterpolton n whch cubc polynoml
More informationChapter Newton-Raphson Method of Solving a Nonlinear Equation
Chpter.4 Newton-Rphson Method of Solvng Nonlner Equton After redng ths chpter, you should be ble to:. derve the Newton-Rphson method formul,. develop the lgorthm of the Newton-Rphson method,. use the Newton-Rphson
More informationQuiz: Experimental Physics Lab-I
Mxmum Mrks: 18 Totl tme llowed: 35 mn Quz: Expermentl Physcs Lb-I Nme: Roll no: Attempt ll questons. 1. In n experment, bll of mss 100 g s dropped from heght of 65 cm nto the snd contner, the mpct s clled
More informationEffects of polarization on the reflected wave
Lecture Notes. L Ros PPLIED OPTICS Effects of polrzton on the reflected wve Ref: The Feynmn Lectures on Physcs, Vol-I, Secton 33-6 Plne of ncdence Z Plne of nterfce Fg. 1 Y Y r 1 Glss r 1 Glss Fg. Reflecton
More information13 Design of Revetments, Seawalls and Bulkheads Forces & Earth Pressures
13 Desgn of Revetments, Sewlls nd Bulkheds Forces & Erth ressures Ref: Shore rotecton Mnul, USACE, 1984 EM 1110--1614, Desgn of Revetments, Sewlls nd Bulkheds, USACE, 1995 Brekwters, Jettes, Bulkheds nd
More informationChapter Newton-Raphson Method of Solving a Nonlinear Equation
Chpter 0.04 Newton-Rphson Method o Solvng Nonlner Equton Ater redng ths chpter, you should be ble to:. derve the Newton-Rphson method ormul,. develop the lgorthm o the Newton-Rphson method,. use the Newton-Rphson
More informationMultiple view geometry
EECS 442 Computer vson Multple vew geometry Perspectve Structure from Moton - Perspectve structure from moton prolem - mgutes - lgerc methods - Fctorzton methods - Bundle djustment - Self-clrton Redng:
More information7.2 Volume. A cross section is the shape we get when cutting straight through an object.
7. Volume Let s revew the volume of smple sold, cylnder frst. Cylnder s volume=se re heght. As llustrted n Fgure (). Fgure ( nd (c) re specl cylnders. Fgure () s rght crculr cylnder. Fgure (c) s ox. A
More informationLOCAL FRACTIONAL LAPLACE SERIES EXPANSION METHOD FOR DIFFUSION EQUATION ARISING IN FRACTAL HEAT TRANSFER
Yn, S.-P.: Locl Frctonl Lplce Seres Expnson Method for Dffuson THERMAL SCIENCE, Yer 25, Vol. 9, Suppl., pp. S3-S35 S3 LOCAL FRACTIONAL LAPLACE SERIES EXPANSION METHOD FOR DIFFUSION EQUATION ARISING IN
More informationPhysics 121 Sample Common Exam 2 Rev2 NOTE: ANSWERS ARE ON PAGE 7. Instructions:
Physcs 121 Smple Common Exm 2 Rev2 NOTE: ANSWERS ARE ON PAGE 7 Nme (Prnt): 4 Dgt ID: Secton: Instructons: Answer ll 27 multple choce questons. You my need to do some clculton. Answer ech queston on the
More informationHaddow s Experiment:
schemtc drwng of Hddow's expermentl set-up movng pston non-contctng moton sensor bems of sprng steel poston vres to djust frequences blocks of sold steel shker Hddow s Experment: terr frm Theoretcl nd
More informationTorsion, Thermal Effects and Indeterminacy
ENDS Note Set 7 F007bn orson, herml Effects nd Indetermncy Deformton n orsonlly Loded Members Ax-symmetrc cross sectons subjected to xl moment or torque wll remn plne nd undstorted. At secton, nternl torque
More informationDennis Bricker, 2001 Dept of Industrial Engineering The University of Iowa. MDP: Taxi page 1
Denns Brcker, 2001 Dept of Industrl Engneerng The Unversty of Iow MDP: Tx pge 1 A tx serves three djcent towns: A, B, nd C. Ech tme the tx dschrges pssenger, the drver must choose from three possble ctons:
More informationThe Schur-Cohn Algorithm
Modelng, Estmton nd Otml Flterng n Sgnl Processng Mohmed Njm Coyrght 8, ISTE Ltd. Aendx F The Schur-Cohn Algorthm In ths endx, our m s to resent the Schur-Cohn lgorthm [] whch s often used s crteron for
More informationInvestigation phase in case of Bragg coupling
Journl of Th-Qr Unversty No.3 Vol.4 December/008 Investgton phse n cse of Brgg couplng Hder K. Mouhmd Deprtment of Physcs, College of Scence, Th-Qr, Unv. Mouhmd H. Abdullh Deprtment of Physcs, College
More informationReview of linear algebra. Nuno Vasconcelos UCSD
Revew of lner lgebr Nuno Vsconcelos UCSD Vector spces Defnton: vector spce s set H where ddton nd sclr multplcton re defned nd stsf: ) +( + ) (+ )+ 5) λ H 2) + + H 6) 3) H, + 7) λ(λ ) (λλ ) 4) H, - + 8)
More informationLesson 2. Thermomechanical Measurements for Energy Systems (MENR) Measurements for Mechanical Systems and Production (MMER)
Lesson 2 Thermomechncl Mesurements for Energy Systems (MEN) Mesurements for Mechncl Systems nd Producton (MME) 1 A.Y. 2015-16 Zccr (no ) Del Prete A U The property A s clled: «mesurnd» the reference property
More informationDefinition of Tracking
Trckng Defnton of Trckng Trckng: Generte some conclusons bout the moton of the scene, objects, or the cmer, gven sequence of mges. Knowng ths moton, predct where thngs re gong to project n the net mge,
More informationVariable time amplitude amplification and quantum algorithms for linear algebra. Andris Ambainis University of Latvia
Vrble tme mpltude mplfcton nd quntum lgorthms for lner lgebr Andrs Ambns Unversty of Ltv Tlk outlne. ew verson of mpltude mplfcton;. Quntum lgorthm for testng f A s sngulr; 3. Quntum lgorthm for solvng
More informationSequences of Intuitionistic Fuzzy Soft G-Modules
Interntonl Mthemtcl Forum, Vol 13, 2018, no 12, 537-546 HIKARI Ltd, wwwm-hkrcom https://doorg/1012988/mf201881058 Sequences of Intutonstc Fuzzy Soft G-Modules Velyev Kemle nd Huseynov Afq Bku Stte Unversty,
More informationUNIVERSITY OF IOANNINA DEPARTMENT OF ECONOMICS. M.Sc. in Economics MICROECONOMIC THEORY I. Problem Set II
Mcroeconomc Theory I UNIVERSITY OF IOANNINA DEPARTMENT OF ECONOMICS MSc n Economcs MICROECONOMIC THEORY I Techng: A Lptns (Note: The number of ndctes exercse s dffculty level) ()True or flse? If V( y )
More information523 P a g e. is measured through p. should be slower for lesser values of p and faster for greater values of p. If we set p*
R. Smpth Kumr, R. Kruthk, R. Rdhkrshnn / Interntonl Journl of Engneerng Reserch nd Applctons (IJERA) ISSN: 48-96 www.jer.com Vol., Issue 4, July-August 0, pp.5-58 Constructon Of Mxed Smplng Plns Indexed
More informationNUMERICAL MODELLING OF A CILIUM USING AN INTEGRAL EQUATION
NUEICAL ODELLING OF A CILIU USING AN INTEGAL EQUATION IHAI EBICAN, DANIEL IOAN Key words: Cl, Numercl nlyss, Electromgnetc feld, gnetton. The pper presents fst nd ccurte method to model the mgnetc behvour
More informationDCDM BUSINESS SCHOOL NUMERICAL METHODS (COS 233-8) Solutions to Assignment 3. x f(x)
DCDM BUSINESS SCHOOL NUMEICAL METHODS (COS -8) Solutons to Assgnment Queston Consder the followng dt: 5 f() 8 7 5 () Set up dfference tble through fourth dfferences. (b) Wht s the mnmum degree tht n nterpoltng
More informationESCI 342 Atmospheric Dynamics I Lesson 1 Vectors and Vector Calculus
ESI 34 tmospherc Dnmcs I Lesson 1 Vectors nd Vector lculus Reference: Schum s Outlne Seres: Mthemtcl Hndbook of Formuls nd Tbles Suggested Redng: Mrtn Secton 1 OORDINTE SYSTEMS n orthonorml coordnte sstem
More informationANALOG CIRCUIT SIMULATION BY STATE VARIABLE METHOD
U.P.B. Sc. Bull., Seres C, Vol. 77, Iss., 25 ISSN 226-5 ANAOG CIRCUIT SIMUATION BY STATE VARIABE METHOD Rodc VOICUESCU, Mh IORDACHE 22 An nlog crcut smulton method, bsed on the stte euton pproch, s presented.
More informationAnnouncements. Image Formation: Outline. The course. Image Formation and Cameras (cont.)
nnouncements Imge Formton nd Cmers (cont.) ssgnment : Cmer & Lenses, gd Trnsformtons, nd Homogrph wll be posted lter tod. CSE 5 Lecture 5 CS5, Fll CS5, Fll CS5, Fll The course rt : The phscs of mgng rt
More informationStatistics and Probability Letters
Sttstcs nd Probblty Letters 79 (2009) 105 111 Contents lsts vlble t ScenceDrect Sttstcs nd Probblty Letters journl homepge: www.elsever.com/locte/stpro Lmtng behvour of movng verge processes under ϕ-mxng
More informationMobility Determination of Displacement Set Fully Parallel Platforms.
12th IFToMM World Congress, Besnçon, June 18-21, 2007 Moblty Determnton of Dsplcement Set Fully Prllel Pltforms. José M. Rco Λ, J. Jesús Cervntes y, Jun Roch z Gerrdo I. Pérez x Alendro Tdeo. FIMEE, Unversdd
More informationStudy on Active Micro-vibration Isolation System with Linear Motor Actuator. Gong-yu PAN, Wen-yan GU and Dong LI
2017 2nd Internatonal Conference on Electrcal and Electroncs: echnques and Applcatons (EEA 2017) ISBN: 978-1-60595-416-5 Study on Actve Mcro-vbraton Isolaton System wth Lnear Motor Actuator Gong-yu PAN,
More informationSYMMETRY CONCEPT APPLIED IN MOLECULAR SPECTROSCOPY
SYMMETRY CONCEPT APPLED N MOLECULAR SPECTROSCOPY 1 D.O. DOROHO, C.E. HRETCANU, 3 M.C. CRASMAREANU 1 Fculty of Physcs, Al.. Cuz Unversty, ş, Romn Food Engneerng Fculty, Ştefn cel Mre Unversty, Sucev, Romn
More informationKINEMATIC AND DYNAMIC ANALYSIS OF MOBILE ROBOT
KINEMATIC AND DYNAMIC ANALYSIS OF MOBILE ROBOT MAUNG THAN ZAW NATIONAL UNIVERSITY OF SINGAPORE 3 KINEMATIC AND DYNAMIC ANALYSIS OF MOBILE ROBOT MAUNG THAN ZAW (B.Eng (Electroncs), M.Sc (Mechtroncs)) A
More informationCOMPLEX NUMBER & QUADRATIC EQUATION
MCQ COMPLEX NUMBER & QUADRATIC EQUATION Syllus : Comple numers s ordered prs of rels, Representton of comple numers n the form + nd ther representton n plne, Argnd dgrm, lger of comple numers, modulus
More informationAttribute reduction theory and approach to concept lattice
Scence n Chn Ser F Informton Scences 2005 Vol48 No6 713 726 713 Attrbute reducton theory nd pproch to concept lttce ZHANG Wenxu 1, WEI Lng 1,2 & QI Jnun 3 1 Insttute for Informton nd System Scences, Fculty
More informationCOMPLEX NUMBERS INDEX
COMPLEX NUMBERS INDEX. The hstory of the complex numers;. The mgnry unt I ;. The Algerc form;. The Guss plne; 5. The trgonometrc form;. The exponentl form; 7. The pplctons of the complex numers. School
More informationMany-Body Calculations of the Isotope Shift
Mny-Body Clcultons of the Isotope Shft W. R. Johnson Mrch 11, 1 1 Introducton Atomc energy levels re commonly evluted ssumng tht the nucler mss s nfnte. In ths report, we consder correctons to tomc levels
More informationRemember: Project Proposals are due April 11.
Bonformtcs ecture Notes Announcements Remember: Project Proposls re due Aprl. Clss 22 Aprl 4, 2002 A. Hdden Mrov Models. Defntons Emple - Consder the emple we tled bout n clss lst tme wth the cons. However,
More informationAn Introduction to Support Vector Machines
An Introducton to Support Vector Mchnes Wht s good Decson Boundry? Consder two-clss, lnerly seprble clssfcton problem Clss How to fnd the lne (or hyperplne n n-dmensons, n>)? Any de? Clss Per Lug Mrtell
More informationINTRODUCTION TO COMPLEX NUMBERS
INTRODUCTION TO COMPLEX NUMBERS The numers -4, -3, -, -1, 0, 1,, 3, 4 represent the negtve nd postve rel numers termed ntegers. As one frst lerns n mddle school they cn e thought of s unt dstnce spced
More informationSingularity Surfaces and Maximal Singularity-Free Boxes in the Joint Space of Planar 3-RPR Parallel Manipulators
Sngulrt Surfces nd Mml Sngulrt-Free Boes n the Jont Spce of Plnr 3-RPR Prllel Mnpultors Mzen ZEIN Phlppe WENGER Dmen CHABLAT IRCCN, Insttut de recherche en communctons et cbernéthque de Nntes 1, rue de
More informationName: SID: Discussion Session:
Nme: SID: Dscusson Sesson: hemcl Engneerng hermodynmcs -- Fll 008 uesdy, Octoer, 008 Merm I - 70 mnutes 00 onts otl losed Book nd Notes (5 ponts). onsder n del gs wth constnt het cpctes. Indcte whether
More informationPosition and Speed Control. Industrial Electrical Engineering and Automation Lund University, Sweden
Poton nd Speed Control Lund Unverty, Seden Generc Structure R poer Reference Sh tte Voltge Current Control ytem M Speed Poton Ccde Control * θ Poton * Speed * control control - - he ytem contn to ntegrton.
More informationResearch Article On the Upper Bounds of Eigenvalues for a Class of Systems of Ordinary Differential Equations with Higher Order
Hndw Publshng Corporton Interntonl Journl of Dfferentl Equtons Volume 0, Artcle ID 7703, pges do:055/0/7703 Reserch Artcle On the Upper Bounds of Egenvlues for Clss of Systems of Ordnry Dfferentl Equtons
More informationMEASURING THE EFFECT OF PRODUCTION FACTORS ON YIELD OF GREENHOUSE TOMATO PRODUCTION USING MULTIVARIATE MODEL
MEASURING THE EFFECT OF PRODUCTION FACTORS ON YIELD OF GREENHOUSE TOMATO PRODUCTION USING MULTIVARIATE MODEL Mrn Nkoll, MSc Ilr Kpj, PhD An Kpj (Mne), Prof. As. Jon Mullr Agrculture Unversty of Trn Alfons
More informationLet us look at a linear equation for a one-port network, for example some load with a reflection coefficient s, Figure L6.
ECEN 5004, prng 08 Actve Mcrowve Crcut Zoy Popovc, Unverty of Colordo, Boulder LECURE 5 IGNAL FLOW GRAPH FOR MICROWAVE CIRCUI ANALYI In mny text on mcrowve mplfer (e.g. the clc one by Gonzlez), gnl flow-grph
More informationAnalytical and Simulation Method Validation for Flutter Aeroservoelasticity Studies
Vldton for Flutter Aeroservoelstcty Studes Ruxndr Mhel Botez, Professor, PhD, RTO Member Teodor Lucn Grgore, Postdoctorl fellow Adrn Hlut, PhD ETS, Unversty of Québec Lbortory of Actve Controls, Avoncs
More informationTHE COMBINED SHEPARD ABEL GONCHAROV UNIVARIATE OPERATOR
REVUE D ANALYSE NUMÉRIQUE ET DE THÉORIE DE L APPROXIMATION Tome 32, N o 1, 2003, pp 11 20 THE COMBINED SHEPARD ABEL GONCHAROV UNIVARIATE OPERATOR TEODORA CĂTINAŞ Abstrct We extend the Sheprd opertor by
More informationSpace Curves. Recall the parametric equations of a curve in xy-plane and compare them with parametric equations of a curve in space.
Clculus 3 Li Vs Spce Curves Recll the prmetric equtions of curve in xy-plne nd compre them with prmetric equtions of curve in spce. Prmetric curve in plne x = x(t) y = y(t) Prmetric curve in spce x = x(t)
More informationStrong Gravity and the BKL Conjecture
Introducton Strong Grvty nd the BKL Conecture Dvd Slon Penn Stte October 16, 2007 Dvd Slon Strong Grvty nd the BKL Conecture Introducton Outlne The BKL Conecture Ashtekr Vrbles Ksner Sngulrty 1 Introducton
More informationThe Number of Rows which Equal Certain Row
Interntonl Journl of Algebr, Vol 5, 011, no 30, 1481-1488 he Number of Rows whch Equl Certn Row Ahmd Hbl Deprtment of mthemtcs Fcult of Scences Dmscus unverst Dmscus, Sr hblhmd1@gmlcom Abstrct Let be X
More informationANALYTICAL AND EXPERIMENTAL STUDY OF CONICAL TELESCOPING SPRINGS WITH NON-CONSTANT PITCH
ANALYTICAL AND EXPEIMENTAL STUDY OF CONICAL TELESCOPING SPINGS WITH NON-CONSTANT PITCH Mnuel Predes Unversté de Toulouse; INSA, UPS, Mnes Alb, ISAE; ICA (Insttut Clément Ader) 5, venue de nguel, F-077
More informationPerformance analysis of a novel planetary speed increaser used in single-rotor wind turbines with counter-rotating electric generator
OP Conference Seres: Mterls Scence nd Engneerng PAPE OPEN ACCESS Performnce nlyss of novel plnetry speed ncreser used n sngle-rotor wnd turbnes wth counter-rottng electrc genertor elted content - Fult
More information3D Cable-Based Cartesian Metrology System
D Cble-Bsed Crtesn Metrology System Robert L. Wllms II Oho Unversty Athens, Oho Jmes S. Albus nd Roger V. Bostelmn NIST Gthersburg, MD Journl of Robotc Systems (5): 7-57, 4 Keywords: metrology, cble-bsed
More information? plate in A G in
Proble (0 ponts): The plstc block shon s bonded to rgd support nd to vertcl plte to hch 0 kp lod P s ppled. Knong tht for the plstc used G = 50 ks, deterne the deflecton of the plte. Gven: G 50 ks, P 0
More informationragsdale (zdr82) HW6 ditmire (58335) 1 the direction of the current in the figure. Using the lower circuit in the figure, we get
rgsdle (zdr8) HW6 dtmre (58335) Ths prnt-out should hve 5 questons Multple-choce questons my contnue on the next column or pge fnd ll choces efore nswerng 00 (prt of ) 00 ponts The currents re flowng n
More informationPhysics for Scientists and Engineers I
Phscs for Scentsts nd Engneers I PHY 48, Secton 4 Dr. Betr Roldán Cuen Unverst of Centrl Flord, Phscs Deprtment, Orlndo, FL Chpter - Introducton I. Generl II. Interntonl Sstem of Unts III. Converson of
More informationCENTROID (AĞIRLIK MERKEZİ )
CENTOD (ĞLK MEKEZİ ) centrod s geometrcl concept rsng from prllel forces. Tus, onl prllel forces possess centrod. Centrod s tougt of s te pont were te wole wegt of pscl od or sstem of prtcles s lumped.
More informationApplied Statistics Qualifier Examination
Appled Sttstcs Qulfer Exmnton Qul_june_8 Fll 8 Instructons: () The exmnton contns 4 Questons. You re to nswer 3 out of 4 of them. () You my use ny books nd clss notes tht you mght fnd helpful n solvng
More informationThe Delta Parallel Robot: Kinematics Solutions Robert L. Williams II, Ph.D., Mechanical Engineering, Ohio University, April 2015
he Delt rllel Robot: Knemtcs Solutons Robert L. Wllms II, h.d., wllr4@oho.edu Mechncl Engneerng, Oho Unversty, Aprl 05 Clvel s Delt Robot s rgubly the most successful commercl prllel robot to dte. he left
More informationDynamic Power Management in a Mobile Multimedia System with Guaranteed Quality-of-Service
Dynmc Power Mngement n Moble Multmed System wth Gurnteed Qulty-of-Servce Qnru Qu, Qng Wu, nd Mssoud Pedrm Dept. of Electrcl Engneerng-Systems Unversty of Southern Clforn Los Angeles CA 90089 Outlne! Introducton
More information6 Roots of Equations: Open Methods
HK Km Slghtly modfed 3//9, /8/6 Frstly wrtten t Mrch 5 6 Roots of Equtons: Open Methods Smple Fed-Pont Iterton Newton-Rphson Secnt Methods MATLAB Functon: fzero Polynomls Cse Study: Ppe Frcton Brcketng
More informationThe Dynamic Multi-Task Supply Chain Principal-Agent Analysis
J. Servce Scence & Mngement 009 : 9- do:0.46/jssm.009.409 Publshed Onlne December 009 www.scp.org/journl/jssm) 9 he Dynmc Mult-sk Supply Chn Prncpl-Agent Anlyss Shnlng LI Chunhu WANG Dol ZHU Mngement School
More informationComparative Studies of Law of Conservation of Energy. and Law Clusters of Conservation of Generalized Energy
Comparatve Studes of Law of Conservaton of Energy and Law Clusters of Conservaton of Generalzed Energy No.3 of Comparatve Physcs Seres Papers Fu Yuhua (CNOOC Research Insttute, E-mal:fuyh1945@sna.com)
More informationAir Age Equation Parameterized by Ventilation Grouped Time WU Wen-zhong
Appled Mechancs and Materals Submtted: 2014-05-07 ISSN: 1662-7482, Vols. 587-589, pp 449-452 Accepted: 2014-05-10 do:10.4028/www.scentfc.net/amm.587-589.449 Onlne: 2014-07-04 2014 Trans Tech Publcatons,
More informationCHAPTER - 7. Firefly Algorithm based Strategic Bidding to Maximize Profit of IPPs in Competitive Electricity Market
CHAPTER - 7 Frefly Algorthm sed Strtegc Bddng to Mxmze Proft of IPPs n Compettve Electrcty Mrket 7. Introducton The renovton of electrc power systems plys mjor role on economc nd relle operton of power
More informationH-matrix theory and applications
MtTrd 205, Combr H-mtrx theory nd pplctons Mj Nedovć Unversty of Nov d, erb jont work wth Ljljn Cvetkovć Contents! H-mtrces nd DD-property Benefts from H-subclsses! Brekng the DD Addtve nd multplctve condtons
More informationModel Fitting and Robust Regression Methods
Dertment o Comuter Engneerng Unverst o Clorn t Snt Cruz Model Fttng nd Robust Regresson Methods CMPE 64: Imge Anlss nd Comuter Vson H o Fttng lnes nd ellses to mge dt Dertment o Comuter Engneerng Unverst
More informationChemical Reaction Engineering
Lecture 20 hemcl Recton Engneerng (RE) s the feld tht studes the rtes nd mechnsms of chemcl rectons nd the desgn of the rectors n whch they tke plce. Lst Lecture Energy Blnce Fundmentls F 0 E 0 F E Q W
More information1. The tie-rod AB exerts the 250 N force on the steering knuckle AO as shown. Replace this force by an equivalent force-couple system at O.
1. The terod AB exerts the 50 N force on the steerng knuckle AO as shown. Replace ths force by an equvalent forcecouple system at O. . The devce shown s part of an automoble seatbackrelease mechansm. The
More informationTHREE-DIMENSIONAL KINEMATICS OF RIGID BODIES
THREE-DIMENSIONAL KINEMATICS OF RIGID BODIES 1. TRANSLATION Figure shows rigid body trnslting in three-dimensionl spce. Any two points in the body, such s A nd B, will move long prllel stright lines if
More informationChapter 3. r r. Position, Velocity, and Acceleration Revisited
Chapter 3 Poston, Velocty, and Acceleraton Revsted The poston vector of a partcle s a vector drawn from the orgn to the locaton of the partcle. In two dmensons: r = x ˆ+ yj ˆ (1) The dsplacement vector
More informationSmart Motorways HADECS 3 and what it means for your drivers
Vehcle Rentl Smrt Motorwys HADECS 3 nd wht t mens for your drvers Vehcle Rentl Smrt Motorwys HADECS 3 nd wht t mens for your drvers You my hve seen some news rtcles bout the ntroducton of Hghwys Englnd
More informationPop-Click Noise Detection Using Inter-Frame Correlation for Improved Portable Auditory Sensing
Advanced Scence and Technology Letters, pp.164-168 http://dx.do.org/10.14257/astl.2013 Pop-Clc Nose Detecton Usng Inter-Frame Correlaton for Improved Portable Audtory Sensng Dong Yun Lee, Kwang Myung Jeon,
More informationInternational Journal of Pure and Applied Sciences and Technology
Int. J. Pure Appl. Sc. Technol., () (), pp. 44-49 Interntonl Journl of Pure nd Appled Scences nd Technolog ISSN 9-67 Avlle onlne t www.jopst.n Reserch Pper Numercl Soluton for Non-Lner Fredholm Integrl
More informationPlease initial the statement below to show that you have read it
EN0: Structural nalyss Exam I Wednesday, March 2, 2005 Dvson of Engneerng rown Unversty NME: General Instructons No collaboraton of any nd s permtted on ths examnaton. You may consult your own wrtten lecture
More informationEffect of Wind Speed on Reaction Coefficient of Different Building Height. Chunli Ren1, a, Yun Liu2,b
4th Interntonl Conference on Senor, Meurement nd Intellgent Mterl (ICSMIM 015) Effect of Wnd Speed on Recton Coeffcent of Dfferent Buldng Heght Chunl Ren1,, Yun Lu,b 1 No.9 Dxuexdo. Tnghn Cty, Hebe Provnce,
More informationChemical Reaction Engineering
Lecture 20 hemcl Recton Engneerng (RE) s the feld tht studes the rtes nd mechnsms of chemcl rectons nd the desgn of the rectors n whch they tke plce. Lst Lecture Energy Blnce Fundmentls F E F E + Q! 0
More informationMATHEMATICAL MODEL AND STATISTICAL ANALYSIS OF THE TENSILE STRENGTH (Rm) OF THE STEEL QUALITY J55 API 5CT BEFORE AND AFTER THE FORMING OF THE PIPES
6 th Reserch/Exert Conference wth Interntonl Prtcton QUALITY 009, Neum, B&H, June 04 07, 009 MATHEMATICAL MODEL AND STATISTICAL ANALYSIS OF THE TENSILE STRENGTH (Rm) OF THE STEEL QUALITY J55 API 5CT BEFORE
More informationPhysics 5153 Classical Mechanics. Principle of Virtual Work-1
P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal
More informationStudy of Trapezoidal Fuzzy Linear System of Equations S. M. Bargir 1, *, M. S. Bapat 2, J. D. Yadav 3 1
mercn Interntonl Journl of Reserch n cence Technology Engneerng & Mthemtcs vlble onlne t http://wwwsrnet IN (Prnt: 38-349 IN (Onlne: 38-3580 IN (CD-ROM: 38-369 IJRTEM s refereed ndexed peer-revewed multdscplnry
More informationMeasurements of effective delayed neutron fraction in a fast neutron reactor. using the perturbation method *
Mesurements of effectve delyed neutron frcton n fst neutron rector usng the perturbton method * ZHOU Ho-Jun( 周浩军 ) 1, ; 1) YIN Yn-Peng( 尹延朋 ) FAN Xo-Qng( 范晓强 ) LI Zheng-Hong( 李正宏 ) PU Y-Kng( 蒲以康 ) 1 1
More informationDesign and Application of a Two Pole Spherical Permanent Magnet Motor
TEM Journl. Volume 7, Issue, Pges 5-58, ISSN 7-89, DOI:.8/TEM7-7, Februr 8. Desgn nd Applcton of Two Pole Sphercl Permnent Mgnet Motor Sbel Akk O, Osmn Gürdl Fts Fcult of Mrne Scences, Ordu Unverst,Ordu,5
More informationUniform Circular Motion
Unfom Ccul Moton Unfom ccul Moton An object mong t constnt sped n ccle The ntude of the eloct emns constnt The decton of the eloct chnges contnuousl!!!! Snce cceleton s te of chnge of eloct:!! Δ Δt The
More informationVECTORS VECTORS VECTORS VECTORS. 2. Vector Representation. 1. Definition. 3. Types of Vectors. 5. Vector Operations I. 4. Equal and Opposite Vectors
1. Defnton A vetor s n entt tht m represent phsl quntt tht hs mgntude nd dreton s opposed to slr tht ls dreton.. Vetor Representton A vetor n e represented grphll n rrow. The length of the rrow s the mgntude
More informationKatholieke Universiteit Leuven Department of Computer Science
Updte Rules for Weghted Non-negtve FH*G Fctorzton Peter Peers Phlp Dutré Report CW 440, Aprl 006 Ktholeke Unverstet Leuven Deprtment of Computer Scence Celestjnenln 00A B-3001 Heverlee (Belgum) Updte Rules
More informationDual-space Ambiguity Resolution Approach Theory and Application
Journl of Globl Postonng Systems (00) Vol., No. : 8-6 Dul-spce Ambguty Resoluton Approch heory nd Applcton Guorong Yu nd Jngnn u GPS Engneerng Reserch Center, Wuhn Unversty Receved: /0/00 / Accepted: //00
More informationTHE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS OF A TELESCOPIC HYDRAULIC CYLINDER SUBJECTED TO EULER S LOAD
Journal of Appled Mathematcs and Computatonal Mechancs 7, 6(3), 7- www.amcm.pcz.pl p-issn 99-9965 DOI:.75/jamcm.7.3. e-issn 353-588 THE EFFECT OF TORSIONAL RIGIDITY BETWEEN ELEMENTS ON FREE VIBRATIONS
More informationTwo Coefficients of the Dyson Product
Two Coeffcents of the Dyson Product rxv:07.460v mth.co 7 Nov 007 Lun Lv, Guoce Xn, nd Yue Zhou 3,,3 Center for Combntorcs, LPMC TJKLC Nnk Unversty, Tnjn 30007, P.R. Chn lvlun@cfc.nnk.edu.cn gn@nnk.edu.cn
More informationMath 497C Sep 17, Curves and Surfaces Fall 2004, PSU
Mth 497C Sep 17, 004 1 Curves nd Surfces Fll 004, PSU Lecture Notes 3 1.8 The generl defnton of curvture; Fox-Mlnor s Theorem Let α: [, b] R n be curve nd P = {t 0,...,t n } be prtton of [, b], then the
More informationProgramming Project 1: Molecular Geometry and Rotational Constants
Programmng Project 1: Molecular Geometry and Rotatonal Constants Center for Computatonal Chemstry Unversty of Georga Athens, Georga 30602 Summer 2012 1 Introducton Ths programmng project s desgned to provde
More informationLeast squares. Václav Hlaváč. Czech Technical University in Prague
Lest squres Václv Hlváč Czech echncl Unversty n Prgue hlvc@fel.cvut.cz http://cmp.felk.cvut.cz/~hlvc Courtesy: Fred Pghn nd J.P. Lews, SIGGRAPH 2007 Course; Outlne 2 Lner regresson Geometry of lest-squres
More informationMTH 263 Practice Test #1 Spring 1999
Pat Ross MTH 6 Practce Test # Sprng 999 Name. Fnd the area of the regon bounded by the graph r =acos (θ). Observe: Ths s a crcle of radus a, for r =acos (θ) r =a ³ x r r =ax x + y =ax x ax + y =0 x ax
More informationIntroductory Optomechanical Engineering. 2) First order optics
Introductory Optomechancal Engneerng 2) Frst order optcs Moton of optcal elements affects the optcal performance? 1. by movng the mage 2. hgher order thngs (aberratons) The frst order effects are most
More informationIntroduction to Numerical Integration Part II
Introducton to umercl Integrton Prt II CS 75/Mth 75 Brn T. Smth, UM, CS Dept. Sprng, 998 4/9/998 qud_ Intro to Gussn Qudrture s eore, the generl tretment chnges the ntegrton prolem to ndng the ntegrl w
More information