Control of a Linear Permanent Magnet Synchronous Motor using Multiple Reference Frame Theory
|
|
- Ashley Flowers
- 6 years ago
- Views:
Transcription
1 Cotrol of a Liear Permaet Maget Sychroou Motor uig Multiple Referece Frame Theory Jawad Faiz ad B. RezaeiAlam Departmet of Electrical ad Computer Egieerig Faculty of Egieerig Uiverity of Tehra, Tehra, Ira. faizj@ofe.ece.ut.ac.ir Key word: Feedig Curret Miimizatio, Liear Motor, Multiple Referece Frame. Abtract: Thi paper ue a multiple referece frame theory (MRF) i order to etimate ad cotrol the curret harmoic of a liear ychroou motor with permaet maget tator tructure (PMLSM). Thi i doe i uch a way that the rm upply curret i miimized, therefore the loe will be lower. Alo relatiohip betwee the tractio force ad curret of the motor i tudied i dq axe. The uggeted techique i robut agait timevariable parameter uch a iductace variatio. Fially imulatio reult of the uggeted tructure are preeted. INTRODUCTION Liear motor are coveiet for rapid traport with o acoutic oie ad high performace. The major advatage of uig the liear motor i traferrig the applied force o the movig object without a mechaical iterface. Vector cotrol techique i atifactorily applied to rotatig motor ad there are alo report cocerig the vector cotrol applicatio i liear motor []. Geerally i uch applicatio it i aumed that the electrical quatitie vary iuoidally, while the edeffect ad iductace variatio are oiuoidal. Therefore dq model of liear motor i ychroou flux caot be ued. Meawhile it i difficult to compeate the logitudial ed effect alog the vehicle, while the flux produced by the primary curret repeat periodically ad it caot compeate the flux reductio at the begiig of the liear motor. Thee are the reao that it i difficult to ivetigate the harmoic caued by the logitudial ed effect ad oiuoidal iductace. Alo there are higher loe i liear motor becaue of logitudial ad cro ed effect, large leakage flux ad aturatio of the teeth. I [2] multiple referece frame (MRF) theory ha bee uggeted for etimatio ad cotrol of the curret harmoic i the bruhle direct curret motor (BLDCM) ad good reult have bee obtaied. Thi ca reduce the ripple of the developed torque ad improve the efficiecy of the motor. Thi method doe ot require Fourier erie coefficiet of the curret wave. I [3] the MRF theory ha bee recommeded for modelig a PMLSM with oiuoidal lietolie iductace. Harmoic of the curret i obtaied uig the erie expaio ad every harmoic trafer to the relevat ychroou referece frame ad eparate cotrol i applied. The preet paper ue the model give i [3] ad a cotrol tructure i uggeted for a PMLSM with oiuoidal backemf waveform. A miimum upply curret i achieved by ijectig proper curret harmoic which reduce the loe. The recommeded techique doe ot require Fourier erie coefficiet of the curret waveform ad it i robut agait timevariable parameter uch a iductace chage uder aturatio. Fially the imulatio reult are preeted for the propoed tructure.
2 2 MODELING OF A PMLSM Fig. how the propoed PMLSM with pecificatio give i Table. The ytem voltage equatio of the motor circuit are a follow: Where V abc =R i abc.d/dt(λ Λ m ) R=diag[r r r] i abc =[i a i b, i c ] T, V abc =[V a V b V c ] T Λ m =λ m k q [i(θ) i((θφ)) i((θφ))] T =,3,5 Λ=LI, L=[L L 2 L 3 L 2 L 22 L 23 L 3 L 32 L 33 ] L =L N L B co(2(θφ)) L C co(4(θφ)) L 22 =L N L B co(2θ) L C co(4θ) L 33 =L N L B co(2(θφ)) L C co(4(θφ)) L 2 =L 2 =L v L B co(2(θφ)) L C co(4(θφ)) L 3 =L 3 =L v L B co(2θ) L C co(4θ) L 23 =L 32 =L v L B co(2(θφ)) L C co(4(θφ)) Θ=2πx/3, φ=2π/3, L N =L l L A, L v =L A /2 TABLE. SPECIFICATIONS OF THE PROPOSED MOTOR Quatity Number of phae Number of pole, P Widig reitace, R Iductace, L A Leakage iductace, L l Poitive equece iductace, L B Negative equece iductace, L C Ma, m Frictio coefficiet, B v t Fourier coefficiet, K q 3 d Fourier coefficiet, K q3 5 th Fourier coefficiet, K q5 λ m Value Ω 2.2 mh.2 mh.9 mh.5 mh.2 kg V/rad widig maget Fig.. Propoed liear PM LSM with a hort primary the electric force equatio i a liear motor ca be obtaied a follow [4]: F=.5P{.5(i abc ) T / x[ll l I] i abc ( i abc ) T / x[λ m ]} 2 The mechaical equatio are: F= mab v V x F L = mdv x /dtb v V x F L 3 Now the Park traformatio ca be applied ad depedecy of the iductace o the poitio i elimiated. By defiig matrix K a follow: K = 2/3 [ co((θπ/3)) co((θπ)) co((θπ/3)) Si((θπ/3)) i((θπ)) i((θπ/3)) / 2 / 2 / 2 ] 4
3 th harmoic of the curret ca be traferred to the correpodig ychroou flux axe ad obtai i d ad i q. Aumig i d =, force equatio for ay harmoic will be a follow: Ad the total average force i: F =(π/τ)(λ m K q i q ) 5 F= F 6 3 MINIMIZATION OF SUPPLY CURRENT Now a curret vector i obtaied where it rm value i miimal over differet mode of operatio. Miimizatio of the rm curret lead to the reductio of the iverter ad primary widig loe. It i eceary to defie two curret ad fluxlikage coefficiet a follow: I q =[ i q i q2 i q ] K=[ K q K q2 K q ] 7 Baed o Eq. 56, the followig equatio ca be obtaied: F=( π/τ)λ m KI q T 8 The i rm mut be miimized ad the optimal curret vector ca be obtaied uig the orm miimum olutio [5,6] a follow: I Mc =K T F/( π/τ)kk T 9 4 CONTROL STRUCTURE The tructure of the drive ha bee how i Fig. 2. Compoet of curret i Mc i calculated uig Eq. 9 ad coiderig the mea value of the force. I thi ectio, Fudametal ad harmoic compoet of the curret are etimated uig MRF theory ad they are cotrolled i uch a way that they lead to the deirable value [2]. The multiple referece frame etimator (MRFE) block ha bee repreeted i Fig. 3. I thi block, the threephae curret are ampled ad compoet of i dq are etimated. Firt, i each brach, i dq compoet of the relevat harmoic are determied by the Park traformatio ad the i dq compoet coverge the actual value by the help of a itegral loop with high gai. The MRFR block i Fig. 2 regulate compoet of i dq curret i uch that i dq follow i dq *. Thi block ha bee how i Fig. 4. The itegral of the curret error i ay referece frame are traferred to the threeaxe frame. Their ummatio give the deirable primary widig curret i abc *. Thi i applied to the voltage ource iverter (VSI) with curret upply. Stability of the abovemetioed techique ha bee proved i [2].
4 Speed Referece V* Speed Cotroller F* Curret Harmoic Geeratio i*dq MRFR ia* ib* ic* Hyteri Curret Cotroller Tabc Iverter idq V Bv frictio compeator / X (poitio) MRFE ia ib V (peed) PMLSM Fig. 2. Block diagram of the drive i abc K Ge i dq K K o Ge i dq K Fig. 3. Multiple referece frame etimator (MRFE) i * dq i dq Gc o K i * abc i * dq i dq Gc K Fig. 4. Multiple referece frame regulator (MRFR)
5 5 SIMULATION RESULTS The uggeted algorithm ha bee applied to the propoed PMLSM. Takig ito accout the fudametal, 3 rd ad 5 th harmoic imulatio reult have bee obtaied. It i oted that the techique ca be applied to ay umber of harmoic. The flux waveform of the maget with Fourier coefficiet K q =, K q3 =.2 ad K q5 =.6 ha bee how i Fig. 5. The tep repoe of peed ad the actual phae curret i a, covergig the deirable i a *, have bee preeted i Fig. 6. The deirable value if i d i equal to zero, ad a how i Fig. 7, the actual value of i d approache zero. i q ha bee coverge it fial value. Fig. 8 idicate the ifluece of 3% reductio of iductace L A due to aturatio. Whe the Fourier erie i ued for the curret harmoic thi iductace chage icreae the torque ripple. However there i a light torque ripple whe MRF theory i ued. Alo thi iductace reductio ha o effect upo the upply curret miimizatio, becaue the iductace have ot bee ued i the cotrol ytem..6.4 Volt.Sec/Rad Rad Fig. 5. Waveform of maget flux Speed (Cm/Sec) (A) (a) Sec Fig. 6. Step repoe of the ytem peed (b) Sec
6 6 CONCLUSION A cotrol algorithm for a PMLSM ha bee recommeded which ca compeate the oliear characteritic of the motor by ijectig the coveiet harmoic of curret baed o MRF theory. Therefore, ome obtaclee i applicatio of vector cotrol i the liear motor are removed ad the loe are coiderably reduced by reductio of the rm curret. The imulatio reult cofirm the proper performace of the uggeted techique. 7 Referece. Gu B. G. ad Nam K., A vector cotrol for a PMLSM coiderig a ouiform flux ditributio, IEEE APEC, 2, pp Chapma P. L. ad Sudhoff S. D., A multiple referece frame ychroou etimator, IEEE Tra. O Eergy Coverio, Vol.5, No. 2, pp. 9722, Liu C. T. ad Hu S. C., Aalyi of liear electromagetic motio device by multiplereferece frame theory, IEEE Tra. o Magetic, Vol. 34, No. 4, pp , Kraue P. C., Aalyi of electric machiery, McGrawHill, Chapma P.L., Sudhaff S. D. ad Whitcomb C. A., Optimal curret cotrol trategy for urfacemouted permaetmaget ychroou machie drive, IEEE Tra. O Eergy Coverio, Vol. 4, pp. 435, Broga W. L., Moder Cotrol Theory, Pretice Hall, 99. (A) iq 5.2 id.2.. iq id3.2 iq5 id5... (A) Sec Fig. 7. Harmoic curret repoe
7 with fourier erie ad LA with MRF ad LA Fe ( N) with fourier erie ad.7*la. 5 with MRF ad.7*la Fe (N) Sec Fig. 8. Ifluece of 3% reductio of iductace L A
Performance-Based Plastic Design (PBPD) Procedure
Performace-Baed Platic Deig (PBPD) Procedure 3. Geeral A outlie of the tep-by-tep, Performace-Baed Platic Deig (PBPD) procedure follow, with detail to be dicued i ubequet ectio i thi chapter ad theoretical
More informationELEC 372 LECTURE NOTES, WEEK 4 Dr. Amir G. Aghdam Concordia University
ELEC 37 LECTURE NOTES, WEE 4 Dr Amir G Aghdam Cocordia Uiverity Part of thee ote are adapted from the material i the followig referece: Moder Cotrol Sytem by Richard C Dorf ad Robert H Bihop, Pretice Hall
More informationLast time: Completed solution to the optimum linear filter in real-time operation
6.3 tochatic Etimatio ad Cotrol, Fall 4 ecture at time: Completed olutio to the oimum liear filter i real-time operatio emi-free cofiguratio: t D( p) F( p) i( p) dte dp e π F( ) F( ) ( ) F( p) ( p) 4444443
More informationBrief Review of Linear System Theory
Brief Review of Liear Sytem heory he followig iformatio i typically covered i a coure o liear ytem theory. At ISU, EE 577 i oe uch coure ad i highly recommeded for power ytem egieerig tudet. We have developed
More informationApplied Mathematical Sciences, Vol. 9, 2015, no. 3, HIKARI Ltd,
Applied Mathematical Sciece Vol 9 5 o 3 7 - HIKARI Ltd wwwm-hiaricom http://dxdoiorg/988/am54884 O Poitive Defiite Solutio of the Noliear Matrix Equatio * A A I Saa'a A Zarea* Mathematical Sciece Departmet
More informationEECE 301 Signals & Systems Prof. Mark Fowler
EECE 30 Sigal & Sytem Prof. Mark Fowler Note Set #8 C-T Sytem: Laplace Traform Solvig Differetial Equatio Readig Aigmet: Sectio 6.4 of Kame ad Heck / Coure Flow Diagram The arrow here how coceptual flow
More informationLECTURE 13 SIMULTANEOUS EQUATIONS
NOVEMBER 5, 26 Demad-upply ytem LETURE 3 SIMULTNEOUS EQUTIONS I thi lecture, we dicu edogeeity problem that arie due to imultaeity, i.e. the left-had ide variable ad ome of the right-had ide variable are
More informationCONTROL ENGINEERING LABORATORY
Uiverity of Techology Departmet of Electrical Egieerig Cotrol Egieerig Lab. CONTROL ENGINEERING LABORATORY By Dr. Abdul. Rh. Humed M.Sc. Quay Salim Tawfeeq M.Sc. Nihad Mohammed Amee M.Sc. Waleed H. Habeeb
More informationGain-scheduling of Acceleration Estimator for Low-velocity Measurement with Encoders
Jue -5, INTEX, Gyeoggi-Do, orea Gai-chedulig of Acceleratio Etimator for Low-velocity Meauremet with Ecoder Seug-Woo So, Sag-Hu Lee ad Jog-Sug Hur Electro-Mechaical Reearch Ititute, Hyudai Heavy Idutrie
More informationOn The Computation Of Weighted Shapley Values For Cooperative TU Games
O he Computatio Of Weighted hapley Value For Cooperative U Game Iriel Draga echical Report 009-0 http://www.uta.edu/math/preprit/ Computatio of Weighted hapley Value O HE COMPUAIO OF WEIGHED HAPLEY VALUE
More informationECEN620: Network Theory Broadband Circuit Design Fall 2014
ECE60: etwork Theory Broadbad Circuit Deig Fall 04 Lecture 3: PLL Aalyi Sam Palermo Aalog & Mixed-Sigal Ceter Texa A&M Uiverity Ageda & Readig PLL Overview & Applicatio PLL Liear Model Phae & Frequecy
More informationState space systems analysis
State pace ytem aalyi Repreetatio of a ytem i tate-pace (tate-pace model of a ytem To itroduce the tate pace formalim let u tart with a eample i which the ytem i dicuio i a imple electrical circuit with
More informationECE 422 Power System Operations & Planning 6 Small Signal Stability. Spring 2015 Instructor: Kai Sun
ECE 4 Power Sytem Operatio & Plaig 6 Small Sigal Stability Sprig 15 Itructor: Kai Su 1 Referece Saadat Chapter 11.4 EPRI Tutorial Chapter 8 Power Ocillatio Kudur Chapter 1 Power Ocillatio The power ytem
More informationu t u 0 ( 7) Intuitively, the maximum principles can be explained by the following observation. Recall
Oct. Heat Equatio M aximum priciple I thi lecture we will dicu the maximum priciple ad uiquee of olutio for the heat equatio.. Maximum priciple. The heat equatio alo ejoy maximum priciple a the Laplace
More informationSTRONG DEVIATION THEOREMS FOR THE SEQUENCE OF CONTINUOUS RANDOM VARIABLES AND THE APPROACH OF LAPLACE TRANSFORM
Joural of Statitic: Advace i Theory ad Applicatio Volume, Number, 9, Page 35-47 STRONG DEVIATION THEORES FOR THE SEQUENCE OF CONTINUOUS RANDO VARIABLES AND THE APPROACH OF LAPLACE TRANSFOR School of athematic
More informationFig. 1: Streamline coordinates
1 Equatio of Motio i Streamlie Coordiate Ai A. Soi, MIT 2.25 Advaced Fluid Mechaic Euler equatio expree the relatiohip betwee the velocity ad the preure field i ivicid flow. Writte i term of treamlie coordiate,
More informationAN APPLICATION OF HYPERHARMONIC NUMBERS IN MATRICES
Hacettepe Joural of Mathematic ad Statitic Volume 4 4 03, 387 393 AN APPLICATION OF HYPERHARMONIC NUMBERS IN MATRICES Mutafa Bahşi ad Süleyma Solak Received 9 : 06 : 0 : Accepted 8 : 0 : 03 Abtract I thi
More informationOptical Disk Drive Servo System Using Dual Disturbance Observer
ICCA5 Jue -5, KINTEX, Gyeoggi-Do, Korea Optical Dik Drive ervo ytem Uig Dual Diturbace Oberver ag Ha Lee*, Dog eul Jeog ** ad Chug Choo Chug *** * Departmet of Electroic ad Computer Egieerig, Hayag Uiverity,
More information3-PHASE INDUCTION MOTOR TESTS (SI 2)
WASAW NVESTY OF TECHNOLOGY NSTTTE OF ELECTCAL MACHNES ELECTCAL MACHNES LABOATOY -HASE NDCTON MOTO TESTS (S 2) 2.. Load characteritic of iductio motor Meaurig circuit of the motor: - two-poitio dicoector
More informationFault Current Characteristics of the DFIG under Asymmetrical Fault Conditions
Eergie 05, 8, 097-099; doi:0.3390/e80097 Article OPEN ACCESS eergie ISSN 996-073 www.mdpi.com/joural/eergie Fault Curret Characteritic of the DFIG uder Aymmetrical Fault Coditio Fa Xiao, Zhe Zhag ad Xiagge
More informationLast time: Ground rules for filtering and control system design
6.3 Stochatic Etimatio ad Cotrol, Fall 004 Lecture 7 Lat time: Groud rule for filterig ad cotrol ytem deig Gral ytem Sytem parameter are cotaied i w( t ad w ( t. Deired output i grated by takig the igal
More informationREVIEW OF SIMPLE LINEAR REGRESSION SIMPLE LINEAR REGRESSION
REVIEW OF SIMPLE LINEAR REGRESSION SIMPLE LINEAR REGRESSION I liear regreio, we coider the frequecy ditributio of oe variable (Y) at each of everal level of a ecod variable (X). Y i kow a the depedet variable.
More informationAssignment 1 - Solutions. ECSE 420 Parallel Computing Fall November 2, 2014
Aigmet - Solutio ECSE 420 Parallel Computig Fall 204 ovember 2, 204. (%) Decribe briefly the followig term, expoe their caue, ad work-aroud the idutry ha udertake to overcome their coequece: (i) Memory
More informationIntroduction to Control Systems
Itroductio to Cotrol Sytem CLASSIFICATION OF MATHEMATICAL MODELS Icreaig Eae of Aalyi Static Icreaig Realim Dyamic Determiitic Stochatic Lumped Parameter Ditributed Parameter Liear Noliear Cotat Coefficiet
More informationx z Increasing the size of the sample increases the power (reduces the probability of a Type II error) when the significance level remains fixed.
] z-tet for the mea, μ If the P-value i a mall or maller tha a pecified value, the data are tatitically igificat at igificace level. Sigificace tet for the hypothei H 0: = 0 cocerig the ukow mea of a populatio
More informationTime Response. First Order Systems. Time Constant, T c We call 1/a the time constant of the response. Chapter 4 Time Response
Time Repoe Chapter 4 Time Repoe Itroductio The output repoe of a ytem i the um of two repoe: the forced repoe ad the atural repoe. Although may techique, uch a olvig a differetial equatio or takig the
More informationEE 508 Lecture 6. Dead Networks Scaling, Normalization and Transformations
EE 508 Lecture 6 Dead Network Scalig, Normalizatio ad Traformatio Filter Cocept ad Termiology 2-d order polyomial characterizatio Biquadratic Factorizatio Op Amp Modelig Stability ad Itability Roll-off
More informationA Single-Phase Shunt Active Power Filter Based on Cycle Discrete Control for DC Bus Voltage
A Sigle-Phae Shut Active Power Filter Baed o Cycle Dicrete Cotrol for DC Bu Voltage FEI-FENG JI, MANSOOR, QIAN AI, DA XIE, CHEN CHEN Departmet of Electrical Egieerig Shaghai Jiaotog Uiverity 1954 Huaha
More informationWeak formulation and Lagrange equations of motion
Chapter 4 Weak formulatio ad Lagrage equatio of motio A mot commo approach to tudy tructural dyamic i the ue of the Lagrage equatio of motio. Thee are obtaied i thi chapter tartig from the Cauchy equatio
More informationON THE SCALE PARAMETER OF EXPONENTIAL DISTRIBUTION
Review of the Air Force Academy No. (34)/7 ON THE SCALE PARAMETER OF EXPONENTIAL DISTRIBUTION Aca Ileaa LUPAŞ Military Techical Academy, Bucharet, Romaia (lua_a@yahoo.com) DOI:.96/84-938.7.5..6 Abtract:
More informationLecture 30: Frequency Response of Second-Order Systems
Lecture 3: Frequecy Repoe of Secod-Order Sytem UHTXHQF\ 5HVSRQVH RI 6HFRQGUGHU 6\VWHPV A geeral ecod-order ytem ha a trafer fuctio of the form b + b + b H (. (9.4 a + a + a It ca be table, utable, caual
More informationTESTS OF SIGNIFICANCE
TESTS OF SIGNIFICANCE Seema Jaggi I.A.S.R.I., Library Aveue, New Delhi eema@iari.re.i I applied ivetigatio, oe i ofte itereted i comparig ome characteritic (uch a the mea, the variace or a meaure of aociatio
More informationOn the Signed Domination Number of the Cartesian Product of Two Directed Cycles
Ope Joural of Dicrete Mathematic, 205, 5, 54-64 Publihed Olie July 205 i SciRe http://wwwcirporg/oural/odm http://dxdoiorg/0426/odm2055005 O the Siged Domiatio Number of the Carteia Product of Two Directed
More informationExperimental investigation and performance analysis of a dual-cylinder opposed linear compressor
Joural of Mechaical Sciece ad Techology 5 (8) () 885~89 www.prigerlik.com/cotet/738-494x DOI.7/6--56-7 Experimetal ivetigatio ad performace aalyi of a dual-cylider oppoed liear compreor Huimig Zou,*, Liqi
More informationME 410 MECHANICAL ENGINEERING SYSTEMS LABORATORY REGRESSION ANALYSIS
ME 40 MECHANICAL ENGINEERING REGRESSION ANALYSIS Regreio problem deal with the relatiohip betwee the frequec ditributio of oe (depedet) variable ad aother (idepedet) variable() which i (are) held fied
More informationCOMPUTATION METHODS FOR SPACE HARMONIC EFFECTS ON SINGLE-PHASE INDUCTION MOTOR PERFORMANCE
COMPUAON MEHODS FOR SPACE HARMONC EFFECS ON SNGLE-PHASE NDUCON MOOR PERFORMANCE VALENN NĂVRĂPESCU 1, MRCEA POPESCU, AUREL-ONUŢ CHRLĂ 1, OAN-DRAGOŞ DEACONU 1, CONSANN GHŢĂ 1 Key word: Sigle-phae iductio
More informationHeat Equation: Maximum Principles
Heat Equatio: Maximum Priciple Nov. 9, 0 I thi lecture we will dicu the maximum priciple ad uiquee of olutio for the heat equatio.. Maximum priciple. The heat equatio alo ejoy maximum priciple a the Laplace
More informationSTUDENT S t-distribution AND CONFIDENCE INTERVALS OF THE MEAN ( )
STUDENT S t-distribution AND CONFIDENCE INTERVALS OF THE MEAN Suppoe that we have a ample of meaured value x1, x, x3,, x of a igle uow quatity. Aumig that the meauremet are draw from a ormal ditributio
More informationAdaptive control design for a Mimo chemical reactor
Automatio, Cotrol ad Itelliget Sytem 013; 1(3): 64-70 Publihed olie July 10, 013 (http://www.ciecepublihiggroup.com/j/aci) doi: 10.11648/j.aci.0130103.15 Adaptive cotrol deig for a Mimo chemical reactor
More informationNumerical Solution of Coupled System of Nonlinear Partial Differential Equations Using Laplace-Adomian Decomposition Method
I S S N 3 4 7-9 V o l u m e N u m b e r 0 8 J o u r a l o f A d v a c e i M a t h e m a t i c Numerical Solutio of Coupled Sytem of Noliear Partial Differetial Equatio Uig Laplace-Adomia Decompoitio Method
More informationOn the 2-Domination Number of Complete Grid Graphs
Ope Joural of Dicrete Mathematic, 0,, -0 http://wwwcirporg/oural/odm ISSN Olie: - ISSN Prit: - O the -Domiatio Number of Complete Grid Graph Ramy Shahee, Suhail Mahfud, Khame Almaea Departmet of Mathematic,
More informationa 1 = 1 a a a a n n s f() s = Σ log a 1 + a a n log n sup log a n+1 + a n+2 + a n+3 log n sup () s = an /n s s = + t i
0 Dirichlet Serie & Logarithmic Power Serie. Defiitio & Theorem Defiitio.. (Ordiary Dirichlet Serie) Whe,a,,3, are complex umber, we call the followig Ordiary Dirichlet Serie. f() a a a a 3 3 a 4 4 Note
More informationSTUDY OF SUBSYNCHRONOUS RESONANCE AND ANALYSIS OF SSR
ISSN: 39-8753 Vol., Iue 7, July 03 STUDY OF SUBSYNCHRONOUS RESONANCE AND ANALYSIS OF SSR Rajit M. Zede, Suryakat H. Pawar P.. Studet, Departmet of Electrical Egieerig, ovt. College of Egg.Karad, Maharahtra,
More informationSystem Control. Lesson #19a. BME 333 Biomedical Signals and Systems - J.Schesser
Sytem Cotrol Leo #9a 76 Sytem Cotrol Baic roblem Say you have a ytem which you ca ot alter but it repoe i ot optimal Example Motor cotrol for exokeleto Robotic cotrol roblem that ca occur Utable Traiet
More informationJOURNAL OF THE INDIAN SOCIETY OF AGRICULTURAL STATISTICS
Available olie at www.ia.org.i/jia JOURA OF THE IDIA OIETY OF AGRIUTURA TATITI 64() 00 55-60 Variace Etimatio for te Regreio Etimator of te Mea i tratified amplig UMMARY at Gupta * ad Javid abbir Departmet
More informationIsolated Word Recogniser
Lecture 5 Iolated Word Recogitio Hidde Markov Model of peech State traitio ad aligmet probabilitie Searchig all poible aligmet Dyamic Programmig Viterbi Aligmet Iolated Word Recogitio 8. Iolated Word Recogier
More informationThe Mathematical Model and the Simulation Modelling Algoritm of the Multitiered Mechanical System
The Mathematical Model ad the Simulatio Modellig Algoritm of the Multitiered Mechaical System Demi Aatoliy, Kovalev Iva Dept. of Optical Digital Systems ad Techologies, The St. Petersburg Natioal Research
More informationCollective Support Recovery for Multi-Design Multi-Response Linear Regression
IEEE TRANACTION ON INFORMATION THEORY, VOL XX, NO XX, XX 4 Collective upport Recovery for Multi-Deig Multi-Repoe Liear Regreio eiguag ag, Yigbi Liag, Eric P Xig Abtract The multi-deig multi-repoe MDMR
More informationOn Elementary Methods to Evaluate Values of the Riemann Zeta Function and another Closely Related Infinite Series at Natural Numbers
Global oural of Mathematical Sciece: Theory a Practical. SSN 97- Volume 5, Number, pp. 5-59 teratioal Reearch Publicatio Houe http://www.irphoue.com O Elemetary Metho to Evaluate Value of the Riema Zeta
More informationVirtual Synchronous Motor Dynamic Power Decoupling Strategy
Progre I Electromagetic Reearch C, Vol. 9, 29 224, 29 Virtual Sychroou Motor Dyamic Power Decouplig Strategy Xitia Liu, Yucai Li *, Yao He, Xixi heg, ad Guojia eg Abtract Due to the exitece of power couplig
More informationRobust Resonance Suppression Control based on Self Resonance Cancellation Disturbance Observer and Application to Humanoid Robot
Robut Reoace Suppreio Cotrol baed o Self Reoace Cacellatio Diturbace Oberver ad Applicatio to Humaoid Robot Motoobu Aoki ad Hirohi Fujimoto ad Yoichi Hori The Uiverity of Tokyo Tokyo, Japa Email: http://hflab.k.u-tokyo.ac.jp
More informationTHE CONCEPT OF THE ROOT LOCUS. H(s) THE CONCEPT OF THE ROOT LOCUS
So far i the tudie of cotrol yte the role of the characteritic equatio polyoial i deteriig the behavior of the yte ha bee highlighted. The root of that polyoial are the pole of the cotrol yte, ad their
More informationCapacitors and PN Junctions. Lecture 8: Prof. Niknejad. Department of EECS University of California, Berkeley. EECS 105 Fall 2003, Lecture 8
CS 15 Fall 23, Lecture 8 Lecture 8: Capacitor ad PN Juctio Prof. Nikejad Lecture Outlie Review of lectrotatic IC MIM Capacitor No-Liear Capacitor PN Juctio Thermal quilibrium lectrotatic Review 1 lectric
More informationELEC 372 LECTURE NOTES, WEEK 1 Dr. Amir G. Aghdam Concordia University
EEC 37 ECTURE NOTES, WEEK Dr Amir G Aghdam Cocordia Uiverity Part of thee ote are adapted from the material i the followig referece: Moder Cotrol Sytem by Richard C Dorf ad Robert H Bihop, Pretice Hall
More information11/27/2017. PHY 741 Quantum Mechanics 12-12:50 AM MWF Olin 103. Plan for Lecture 34:
PHY 7 Quatum Mechaic -:5 AM MWF Oli Pla for Lecture : Chap. i Shakar: for a hydroge atom The Dirac equatio. Agular ad pi compoet. Radial compoet. Compario with o-relativitic reult PHY 7 Fall 7 -- Lecture
More informationECM Control Engineering Dr Mustafa M Aziz (2013) SYSTEM RESPONSE
ECM5 - Cotrol Egieerig Dr Mutafa M Aziz (3) SYSTEM RESPONSE. Itroductio. Repoe Aalyi of Firt-Order Sytem 3. Secod-Order Sytem 4. Siuoidal Repoe of the Sytem 5. Bode Diagram 6. Baic Fact About Egieerig
More informationStatistics and Chemical Measurements: Quantifying Uncertainty. Normal or Gaussian Distribution The Bell Curve
Statitic ad Chemical Meauremet: Quatifyig Ucertaity The bottom lie: Do we trut our reult? Should we (or ayoe ele)? Why? What i Quality Aurace? What i Quality Cotrol? Normal or Gauia Ditributio The Bell
More information20. CONFIDENCE INTERVALS FOR THE MEAN, UNKNOWN VARIANCE
20. CONFIDENCE INTERVALS FOR THE MEAN, UNKNOWN VARIANCE If the populatio tadard deviatio σ i ukow, a it uually will be i practice, we will have to etimate it by the ample tadard deviatio. Sice σ i ukow,
More informationGeneralized Likelihood Functions and Random Measures
Pure Mathematical Sciece, Vol. 3, 2014, o. 2, 87-95 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.12988/pm.2014.437 Geeralized Likelihood Fuctio ad Radom Meaure Chrito E. Koutzaki Departmet of Mathematic
More informationDynamic Simulation of a Three-Phase Induction Motor Using Matlab Simulink
Dynamic Simulation of a ThreePhae Induction Motor Uing Matlab Simulink Adel Aktaibi & Daw Ghanim, graduate tudent member, IEEE, M. A. Rahman, life fellow, IEEE, Faculty of Engineering and Applied Science,
More informationEffectiveness of multi tuned liquid dampers with slat screens for reducing dynamic responses of structures
IOP Coferece Serie: Earth ad Evirometal Sciece PAPER OPEN ACCESS Effectivee of multi tued liquid damper with lat cree for reducig dyamic repoe of tructure To cite thi article: T P Nguye et al 1 IOP Cof.
More informationCONTROL SYSTEMS. Chapter 7 : Bode Plot. 40dB/dec 1.0. db/dec so resultant slope will be 20 db/dec and this is due to the factor s
CONTROL SYSTEMS Chapter 7 : Bode Plot GATE Objective & Numerical Type Solutio Quetio 6 [Practice Book] [GATE EE 999 IIT-Bombay : 5 Mark] The aymptotic Bode plot of the miimum phae ope-loop trafer fuctio
More informationEULER-MACLAURIN SUM FORMULA AND ITS GENERALIZATIONS AND APPLICATIONS
EULER-MACLAURI SUM FORMULA AD ITS GEERALIZATIOS AD APPLICATIOS Joe Javier Garcia Moreta Graduate tudet of Phyic at the UPV/EHU (Uiverity of Baque coutry) I Solid State Phyic Addre: Practicate Ada y Grijalba
More informationPerformance Improvement of Direct Torque Controlled Interior Permanent Magnet Synchronous Motor Drive by Considering Magnetic Saturation
Performance Improvement of Direct Torque Controlled Interior Permanent Magnet Synchronou Motor Drive by Conidering Magnetic Saturation Behrooz Majidi * Jafar Milimonfared * Kaveh Malekian * *Amirkabir
More informationCapacity-Approaching Signal Constellations for the Additive Exponential Noise Channel
Capacity-Approachig Sigal Cotellatio for the Additive Expoetial Noie Chael Stéphae Y. Le Goff School of Electrical, Electroic ad Computer Egieerig Newcatle Uiverity, Uited Kigdom Abtract We preet a ew
More information100(1 α)% confidence interval: ( x z ( sample size needed to construct a 100(1 α)% confidence interval with a margin of error of w:
Stat 400, ectio 7. Large Sample Cofidece Iterval ote by Tim Pilachowki a Large-Sample Two-ided Cofidece Iterval for a Populatio Mea ectio 7.1 redux The poit etimate for a populatio mea µ will be a ample
More informationMASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.265/15.070J Fall 2013 Lecture 16 11/04/2013. Ito integral. Properties
MASSACHUSES INSIUE OF ECHNOLOGY 6.65/15.7J Fall 13 Lecture 16 11/4/13 Ito itegral. Propertie Cotet. 1. Defiitio of Ito itegral. Propertie of Ito itegral 1 Ito itegral. Exitece We cotiue with the cotructio
More informationBASIC INDUCTION MOTOR CONCEPTS
INDUCTION MOTOS An induction motor ha the ame phyical tator a a ynchronou machine, with a different rotor contruction. There are two different type of induction motor rotor which can be placed inide the
More informationChapter 7, Solution 1C.
hapter 7, Solutio 1. he velocity of the fluid relative to the immered olid body ufficietly far away from a body i called the free-tream velocity,. he uptream or approach velocity i the velocity of the
More informationAnother Look at Estimation for MA(1) Processes With a Unit Root
Aother Look at Etimatio for MA Procee With a Uit Root F. Jay Breidt Richard A. Davi Na-Jug Hu Murray Roeblatt Colorado State Uiverity Natioal Tig-Hua Uiverity U. of Califoria, Sa Diego http://www.tat.colotate.edu/~rdavi/lecture
More informationNonlinear Analysis of Ordinary Bridges Crossing Fault-Rupture Zones
Noliear Aalyi of Ordiary Bridge Croig Fault-Rupture Zoe Rakeh K. Goel, Califoria Polytechic State Uiverity, Sa Lui Obipo ad Ail K. Chopra, Uiverity of Califoria, Berkeley Abtract: Rooted i tructural dyamic
More informationFractional parts and their relations to the values of the Riemann zeta function
Arab. J. Math. (08) 7: 8 http://doi.org/0.007/40065-07-084- Arabia Joural of Mathematic Ibrahim M. Alabdulmohi Fractioal part ad their relatio to the value of the Riema zeta fuctio Received: 4 Jauary 07
More informationComments on Discussion Sheet 18 and Worksheet 18 ( ) An Introduction to Hypothesis Testing
Commet o Dicuio Sheet 18 ad Workheet 18 ( 9.5-9.7) A Itroductio to Hypothei Tetig Dicuio Sheet 18 A Itroductio to Hypothei Tetig We have tudied cofidece iterval for a while ow. Thee are method that allow
More informationReliable Decentralized PID Stabilization of MIMO Systems
Proceedig of the 6 America Cotrol Coferece Mieapoli, Mieota, USA, Jue 4-6, 6 FrB.5 Reliable Decetralized PID Stabilizatio of MIMO Sytem A. N. Mete, A. N. Güdeş, ad A. N. Palazoğlu Abtract Sytematic method
More informationChapter 8.2. Interval Estimation
Chapter 8.2. Iterval Etimatio Baic of Cofidece Iterval ad Large Sample Cofidece Iterval 1 Baic Propertie of Cofidece Iterval Aumptio: X 1, X 2,, X are from Normal ditributio with a mea of µ ad tadard deviatio.
More informationIntroduction to Wavelets and Their Applications
Itroductio to Wavelet ad Their Applicatio a T. Bialaiewicz Uiverity of Colorado at Dever ad Health Sciece Ceter Wavelet are a powerful tool for tudyig time-frequecy behavior of fiite-eergy igal. Advatage
More informationHigh-Speed Serial Interface Circuits and Systems. Lect. 4 Phase-Locked Loop (PLL) Type 1 (Chap. 8 in Razavi)
High-Speed Serial Iterface Circuit ad Sytem Lect. 4 Phae-Locked Loop (PLL) Type 1 (Chap. 8 i Razavi) PLL Phae lockig loop A (egative-feedback) cotrol ytem that geerate a output igal whoe phae (ad frequecy)
More informationPrecise Position Control of Pneumatic Servo System Considered Dynamic Characteristics of Servo Valve
Precie Poitio Corol of Peumatic Servo Sytem Coidered Dyamic Characteritic of Takahi MIYAJIMA*, Hidekui IIDA*, Tohiori FUJITA**, eji AWASHIMA*** ad Tohiharu AGAWA*** * Graduated School Stude, Tokyo Iitute
More informationNonlinear regression
oliear regressio How to aalyse data? How to aalyse data? Plot! How to aalyse data? Plot! Huma brai is oe the most powerfull computatioall tools Works differetly tha a computer What if data have o liear
More informationReformulation of Disturbance Observer Design in the Frequency Domain
roceedig of the 5th Mediterraea Coferece o Cotrol & Automatio, July 7-9, 7, Athe - Greece T9-5 Reformulatio of Diturbace Oberver Deig i the Frequecy Domai M. Garcia-Saz, D. Caaju, J. Elo Automatic Cotrol
More informationAnalog Filter Design. Part. 3: Time Continuous Filter Implementation. P. Bruschi - Analog Filter Design 1
Aalog Filter Deig Part. 3: Time otiuou Filter Implemetatio P. ruchi - Aalog Filter Deig Deig approache Paive (R) ladder filter acade of iquadratic (iquad) ad iliear cell State Variable Filter Simulatio
More informationWe will look for series solutions to (1) around (at most) regular singular points, which without
ENM 511 J. L. Baai April, 1 Frobeiu Solutio to a d order ODE ear a regular igular poit Coider the ODE y 16 + P16 y 16 + Q1616 y (1) We will look for erie olutio to (1) aroud (at mot) regular igular poit,
More informationAutomatic Control Systems
Automatic Cotrol Sytem Lecture-5 Time Domai Aalyi of Orer Sytem Emam Fathy Departmet of Electrical a Cotrol Egieerig email: emfmz@yahoo.com Itrouctio Compare to the implicity of a firt-orer ytem, a eco-orer
More informationCOMPARISONS INVOLVING TWO SAMPLE MEANS. Two-tail tests have these types of hypotheses: H A : 1 2
Tetig Hypothee COMPARISONS INVOLVING TWO SAMPLE MEANS Two type of hypothee:. H o : Null Hypothei - hypothei of o differece. or 0. H A : Alterate Hypothei hypothei of differece. or 0 Two-tail v. Oe-tail
More informationDynamic Parameters Identification of LuGre Friction Model Based on Chain Code Technique
The 4th IToMM World ogre, Taipei, Taiwa, October -3, DOI Number:.667/IToMM.4TH.W.P4.9 Dyamic Parameter Idetificatio of LuGre rictio Model Baed o hai ode Techique B.X. Liu *,.H. Nie (chool of Mechaical
More informationPile-up Probabilities for the Laplace Likelihood Estimator of a Non-invertible First Order Moving Average
IMS Lecture Note Moograph Serie c Ititute of Mathematical Statitic, Pile-up Probabilitie for the Laplace Likelihood Etimator of a No-ivertible Firt Order Movig Average F. Jay Breidt 1,, Richard A. Davi,3,
More informationA Faster Product for π and a New Integral for ln π 2
A Fater Product for ad a New Itegral for l Joatha Sodow. INTRODUCTION. I [5] we derived a ifiite product repreetatio of e γ, where γ i Euler cotat: e γ = 3 3 3 4 3 3 Here the th factor i the ( + )th root
More informationMath 213b (Spring 2005) Yum-Tong Siu 1. Explicit Formula for Logarithmic Derivative of Riemann Zeta Function
Math 3b Sprig 005 Yum-og Siu Expliit Formula for Logarithmi Derivative of Riema Zeta Futio he expliit formula for the logarithmi derivative of the Riema zeta futio i the appliatio to it of the Perro formula
More informationApplication of Kronecker Summation Method in Computation of Robustly Stabilizing PI Controllers for Interval Plants
Applicatio of Kroecer Summatio Method i Computatio of Robutly Stabilizig Cotroller for terval lat RADEK MATUŠŮ, ROMAN ROKO Departmet of Automatio ad Cotrol Egieerig Faculty of Applied formatic Toma Bata
More informationSTA 4032 Final Exam Formula Sheet
Chapter 2. Probability STA 4032 Fial Eam Formula Sheet Some Baic Probability Formula: (1) P (A B) = P (A) + P (B) P (A B). (2) P (A ) = 1 P (A) ( A i the complemet of A). (3) If S i a fiite ample pace
More informationECE 522 Power Systems Analysis II 3.2 Small Signal Stability
ECE 5 Power Sytem Aalyi II 3. Small Sigal Stability Sprig 18 Itructor: Kai Su 1 Cotet 3..1 Small igal tability overview ad aalyi method 3.. Small igal tability ehacemet Referece: EPRI Dyamic Tutorial Chapter
More informationEE 508 Lecture 6. Scaling, Normalization and Transformation
EE 508 Lecture 6 Scalig, Normalizatio ad Traformatio Review from Lat Time Dead Network X IN T X OUT T X OUT N T = D D The dead etwork of ay liear circuit i obtaied by ettig ALL idepedet ource to zero.
More informationCALCULATION IN THE FIELD OF SEGMENTAL ROTOR MACHINES TAKING INTO ACCOUNT WINDING HARMONICS AND ROTOR AIRGAP IRREGULARITIES
CLCULTION IN THE FIELD OF SEGENTL OTO CHINES TKING INTO CCOUNT WINDING HONICS ND OTO IGP IEGULITIES Y STCT The stator mmf over a segmet of the segmetal rotor reluctace machie is treated as a ifiite array
More informationErick L. Oberstar Fall 2001 Project: Sidelobe Canceller & GSC 1. Advanced Digital Signal Processing Sidelobe Canceller (Beam Former)
Erick L. Obertar Fall 001 Project: Sidelobe Caceller & GSC 1 Advaced Digital Sigal Proceig Sidelobe Caceller (Beam Former) Erick L. Obertar 001 Erick L. Obertar Fall 001 Project: Sidelobe Caceller & GSC
More informationANALYTICAL SOLUTIONS FOR WELL DRAWDOWN WITH WELL LOSSES 2. REAL WELL NEAR BOUNDARY - SOLUTION BY IMAGE WELL
JOURNAL OF ENVIRONMENTAL HYROLOGY The Electroic Joural of the Iteratioal Aociatio for Evirometal Hydrology O the World Wide Web at http://www.hydroweb.com VOLUME 3 5 ANALYTICAL SOLUTIONS FOR WELL RAWOWN
More informationProduction Scheduling with Genetic Algorithm
Productio Schedulig with Geetic Algorithm Áko Gubá 1, Mikló Gubá 2 1 college profeor, head of departmet, Departmet of Iformatio Sciece ad Techology, Budapet Buie School 2 college profeor, head of ititute,
More informationMotor Acoustics Overview
Motor Acoustics Overview Ceter for Acoustics & Vibratio May 5, 9 Dr. Marti L. Pollack APS Backgroud Research, Developmet, & Egieerig Small Busiess Approximately 57 Egieers & Scietists ~ ½ hold PhDs i Egieerig,
More informationExplicit scheme. Fully implicit scheme Notes. Fully implicit scheme Notes. Fully implicit scheme Notes. Notes
Explicit cheme So far coidered a fully explicit cheme to umerically olve the diffuio equatio: T + = ( )T + (T+ + T ) () with = κ ( x) Oly table for < / Thi cheme i ometime referred to a FTCS (forward time
More informationOBJECTIVES. Chapter 1 INTRODUCTION TO INSTRUMENTATION FUNCTION AND ADVANTAGES INTRODUCTION. At the end of this chapter, students should be able to:
OBJECTIVES Chapter 1 INTRODUCTION TO INSTRUMENTATION At the ed of this chapter, studets should be able to: 1. Explai the static ad dyamic characteristics of a istrumet. 2. Calculate ad aalyze the measuremet
More information13.4 Scalar Kalman Filter
13.4 Scalar Kalma Filter Data Model o derive the Kalma filter we eed the data model: a 1 + u < State quatio > + w < Obervatio quatio > Aumptio 1. u i zero mea Gauia, White, u } σ. w i zero mea Gauia, White,
More information