INDUCTION MOTOR MODELLING FOR VECTOR CONTROL PURPOSES

Size: px
Start display at page:

Download "INDUCTION MOTOR MODELLING FOR VECTOR CONTROL PURPOSES"

Transcription

1 Helini Univeity of echnology Depatent of Electical and Counication Engineeing Laoatoy of Electoechanic enillinen oeaoulu ähö- ja tietoliienneteniian oato ähöeaniian laoatoio Epoo 000 Rapotti 63 INDUCION MOOR MODELLING FOR VECOR CONROL PURPOSES Micea Popecu Helini Univeity of echnology Depatent of Electical and Counication Engineeing Laoatoy of Electoechanic enillinen oeaoulu Sähö- ja tietoliienneteniian oato Sähöeaniian laoatoio

2 Popecu M., Induction Moto Modelling fo Vecto Contol Pupoe, Helini Univeity of echnology, Laoatoy of Electoechanic, Repot, Epoo 000, 44 p. Keywod: Induction oto, vecto contol, d-q odel, continuo tie doain, dicete tie doain, lineaization Atact Widely ued in any indutial application, the induction oto epeent the tating point when an electical dive yte ha to e deigned. In oden contol theoy, the induction oto i decied y diffeent atheatical odel, accoding to the eployed contol ethod. In the yetical thee-phae veion o in the unyetical two-phae veion, thi electical oto type can e aociated with vecto contol tategy. hough thi contol ethod, the induction oto opeation can e analyed in a iila way to a DC oto. he goal of thi eeach i to uaize the eiting odel and to develop new odel, in ode to otain a unified appoach on odelling of the induction achine fo vecto contol pupoe. Stating fo vecto contol pinciple, the wo ugget the d-q ae unified appoach fo all type of the induction oto. Howeve, the pace vecto analyi i peented a a tong tool in odelling of the yetical induction achine. When an electical oto i viewed a a atheatical yte, with input and output, it can e analyed and decied in ultiple way, conideing diffeent efeence fae and tate-pace vaiale. All the atheatical poile odel ae illutated in thi epot. he uggetion fo what odel i uitale fo what application, ae defined a well. A the pactical ipleentation of the vecto contol tategie equie digital ignal poceo (DSP), fo the continuo tie doain odel ae deived the dicete tie doain odel. he dicete odel peit the ipleentation of the atheatical odel of the induction oto, in ode to otain high efficiency enole dive. he taility of thee vaiou odel i analyed. Ditiution: Helini Univeity of echnology Laoatoy of Electoechanic P.O. Bo 3000 FIN-005 HU el: Fa: E-ail: electoechanic@hut.fi Micea Popecu ISBN ISSN Picaet Oy Helini 000

3 3 Peface hi wo wa caied out in the Laoatoy of Electoechanic, Helini Univeity of echnology. he ai of the wo i to develop and etalih an unified appoach on the odelling of the induction oto, thee-phaed and ingle-phaed, fo vecto contol pupoe. I would lie to epe y gatitude to y upeviing Pofeo apani Joinen, head of the Laoatoy of Electoechanic, whoe help and guidance ade poile the fullfilent of thi wo. I a oliged to D. Anteo Aio and Maiu Rou, fo the enefical dicuion elated to the otacle, that I had to ovecoe in witting thi wo. A lot of than, I owe to Maianna Beecha, fo the eviion of the language. I wih to than to all the ee of the laoatoy whoe nae ae not entioned hee fo the ind atophee and help in eveyday life. Lat ut not leat, y thanful thought go towad y faily, who even faaway fo e, encouaged and undetood e. I wih to highlight that the iage of y little daughte, Miuna Ioana, inpied e all the tie, and theefoe thi wo i dedicated to he. Epoo, Octoe 000 Micea Popecu

4 4 Conten Atact.. Peface.... Lit of pincipal yol..... Vecto contol of induction oto - Oveview Intoduction. Algoith of Vecto Contol...3 Field Oientation Contol.4 Diect oque Contol. Continou-tie doain linea odel of the thee-phae induction achine... Intoduction. Voltage and flu linage equation.3 Space vecto equation fo thee-phae induction achine...4 Vectoial equation yte in a coon efeence fae..5 Induction achine equation with tato efeed oto vaiale...6 Intantaneou electoagnetic toque.7 Geneal equation of the induction achine in diffeent efeence fae..7.. Pe unit yte..7.. Stationay efeence fae equation. Bloc diaga Roto efeence fae. Bloc diaga Synchonou efeence fae. Bloc diaga..8. D-Q Ae odel of the thee-phae induction achine Model with cuent pace vecto a tate-pace vaiale Model with flue linage pace vecto a tate-pace vaiale.8.3. Model with ied cuent -flu pace vecto a tate-pace vaiale.9. Vecto contol tategie fo thee-phae induction achine..9.. Stato flu field oientation (SFO).9.. Roto flu field oientation (RFO).9.3. Ai-gap flu field oientation (AFO).9.4. Stato cuent oientation (SCO) Roto cuent oientation (RCO) Continuo-tie doain odel of the ingle-phae induction achine 3.. Intoduction 3.. Voltage and flu-cuent equation of the ingle-phae induction achine Analyi of the ingle-phae induction achine in tationay efeence fae Analyi of the teady-tate opeation fo the yetical ingle-phae induction achine Analyi of the unyetical ingle-phae induction achine 3.6. Continuo linea odel fo ingle-phae induction achine Linea Γ odel of the yetical ingle-phae induction achine

5 Linea invee Γ odel of the yetical ingle-phae induction achine Univeal odel of the yetical ingle-phae induction achine Linea Γ odel of the unyetical ingle-phae induction achine Linea invee Γ odel of the unyetical ingle-phae induction achine Univeal odel of the unyetical ingle-phae induction achine D-Q ae odel of the ingle-phae induction achine Model with cuent pace vecto a tate-pace vaiale Model with flue linage pace vecto a tate-pace vaiale Model with ied cuent-flue pace vecto a tate-pace vaiale Vecto contol tategie fo ingle-phae induction achine Stato flu field oientation (SFO) Roto flu field oientation (RFO) Ai-gap flu field oientation (AFO) Stato cuent oientation (SCO) Roto cuent oientation (RCO) 4. Matheatical dicete odel fo the thee-phae induction achine Intoduction Bilinea tanfoation ethod (utin) 4.3. Fowad-diffeence ethod (Eule) Bacwad-diffeence ethod 4.5. Z-doain tanfe function 4.6. Staility analyi. 5. Matheatical dicete odel fo the ingle-phae induction achine. 5.. Intoduction. 5.. Bilinea tanfoation ethod (utin) 5.3. Fowad-diffeence ethod (Eule) Bacwad-diffeence ethod 5.5. Z-doain tanfe function 6. Lineaiation of the induction achine atheatical odel Intoduction 6.. hee-phae induction achine Single-phae induction achine Refeence

6 6 Lit of pincipal yol: Scala vaiale ae denoted y plane lette. Vecto vaiale ae denoted y undelined lette. Boldface yol ae ued fo ati vaiale. ABCDEF,,,,, aij B H H I (a,,c) I(a,,c) Ĩ (d,q) Ĩ (a,) Ĩ (d,q) Ĩ (a,) I I i (a,,c) i(a,,c) i(a,) i(a,) i(a,b,c) i(x,y) i(d,q) i (d,q) i (d,q)r i( RI, ) i ( RI, ) i i J j Kp,i, K, L (a,,c)(,) tate-pace coefficient ati coefficient fo tate-pace vaiale vicou fiction coefficient elative inetia contant tanfe function ati intantaneou tato phae cuent fo the thee-phae induction achine intantaneou oto phae cuent fo the thee-phae induction achine cople tato phae cuent in d-q co-odinate fo teady-tate analyi cople tato phae cuent in phyical co-odinate fo teady-tate analyi cople oto phae cuent in d-q co-odinate fo teady-tate analyi cople oto phae cuent in phyical co-odinate fo teady-tate analyi tato cuent pace vecto oto cuent pace vecto intantaneou tato phae cuent fo the thee-phae induction achine intantaneou oto phae cuent fo the thee-phae induction achine intantaneou tato phae cuent fo the ingle-phae induction achine intantaneou oto phae cuent fo the ingle-phae induction achine phae cuent fo a thee-phae yte phae cuent fo an othogonal two-phae yte intantaneou tato phae cuent in d-q co-odinate intantaneou efeed oto phae cuent in d-q co-odinate Γ odel intantaneou efeed oto phae cuent in d-q co-odinate tato phae cuent in cople co-odinate and pe unit yte oto phae cuent in cople co-odinate and pe unit yte tato cuent pace vecto in pe unit yte efeed oto cuent pace vecto in pe unit yte inetia contant cople opeato popotional, epectively integative contant fo PI contolle tanfoation ati fo ac co-odinate to d-q co-odinate tun atio fo the unyetical ingle-phae achine elf-inductance fo tato phae, epectively oto

7 7 Ll(,) Ll(,a) lm l l M(a,,c),(,) N, P p R a e L t U (a,,c) U (a,,c) U( RI, ) (d,q) U U (a,) U U u (d,q) u (d,q) u u Wc X l leaage inductance fo yetical tato phae, epectively oto leaage inductance fo unyetical tato phae: ain, epectively auiliay agnetiation inductance in pe unit yte total tato inductance in pe unit yte total oto inductance in pe unit yte utual inductance fo tato phae, epectively oto tun nue fo tato phae, epectively oto nue of pole deivative opeato pe unit tato phae eitance fo the thee-phae induction achine tato phae eitance fo the yetical induction achine ain tato phae eitance fo the unyetical ingle-phae achine auiliay tato phae eitance fo the unyetical ingle-phae achine oto phae eitance fo the yetical induction achine efeed oto phae eitance fo the yetical induction achine Laplace opeato citical lip fo the induction achine apling peiod intantaneou electoagnetic toque load toque tie intantaneou tato phae voltage fo the thee-phae induction achine intantaneou oto phae voltage fo the thee-phae induction achine tato phae voltage in cople co-odinate and pe unit yte cople tato phae voltage in d-q co-odinate fo teady-tate analyi cople tato phae voltage in phyical co-odinate fo teady-tate analyi tato voltage pace vecto oto voltage pace vecto intantaneou tato phae voltage in d-q co-odinate intantaneou oto phae voltage in d-q co-odinate tato voltage pace vecto in pe unit yte efeed oto voltage pace vecto in pe unit yte agnetic coenegy ae vaiale value fo pe unit yte pace vecto vaiale agnetiation eactance tato phae leaage eactance fo the yetical induction achine

8 8 l(,a) l L L(d,q) M M(d,q) z α γ γ (d,q) RI, ψ (d,q) ψ (d,q) ψ (d,q) ψ ( RI, ) ψ ( RI, ) (d,q) (a,,c) (d,q) (d,q)r (a,,c) γ R σ θ θ, Ω n tato phae leaage eactance fo the unyetical induction achine: ain, epectively auiliay oto leaage eactance Γ odel equivalent leaage eactance fo yetical induction achine Γ odel equivalent leaage eactance fo unyetical induction achine Γ odel equivalent agnetiation eactance fo yetical induction achine Γ odel equivalent agnetiation eactance fo unyetical induction achine dicete co-odinate pace vecto opeato Γ odel tun atio fo yetical induction achine Γ odel tun atio fo unyetical induction achine eal, epectively iaginay coponent of a ati deteinant tato flu linage in d-q co-odinate and pe unit yte agnetiating flu linage in d-q co-odinate and pe unit yte oto flu linage in d-q co-odinate and pe unit yte tato flu linage in cople co-odinate and pe unit yte oto flu linage in cople co-odinate and pe unit yte tato flu linage in d-q co-odinate and flu linage unit pe econd. tato flu linage flue in a o a co-odinate efeed oto linage flue in d-q co-odinate and flu linage unit pe econd Γ odel efeed oto linage flue in d-q co-odinate and flu linage unit pe econd oto flu linage in a o a co-odinate efeed oto flu linage pace vecto fo thee-phae induction achine tato flu linage pace vecto fo thee-phae induction achine aitaily flu linage pace vecto fo thee-phae induction achine agnetic eluctance leaage facto fo tato phae, epectively oto phae peifeical diplaceent etween tato and oto pace vecto peifeical diplaceent etween tato and aitay pace vecto elative angula fequency in pe unit yte angula fequency of the upply yte ae angula fequency of the upply yte ated angula fequency of the induction achine in electical degee oto angula fequency in electical degee

9 9. VECOR CONROL OF INDUCION MOORS - OVERVIEW.. Intoduction he electical DC dive yte ae till ued in a wide ange of indutial application, although they ae le eliale than the AC dive. hei advantage conit in iple and pecie coand and contol tuctue. he AC dive, oetie oe epenive ut fa oe eliale, (Rajaheaa et al. 996) equie cople oden contol technique. he deign of a contol yte i ealied in two ipotant tep:. he dive yte ha to e conveted into a atheatical odel, in ode to accoplih the analyi and the evaluation of the yte.. he ipoed epone of the dive yte i otained though an optial egulato, when etenal petuation ae peent. he induction oto ae elatively cheap and ugged achine ecaue thei contuction i ealied without lip ing o coutato. hee advantage have deteined an ipotant developent of the electical dive, with induction achine a the eecution eleent, fo all elated apect: tating, aing, peed eveal, peed change, etc. he dynaic opeation of the induction achine dive yte ha an ipotant ole on the oveall pefoance of the yte of which it i a pat. hee ae two fundaental diection fo the induction oto contol: Analogue: diect eaueent of the achine paaete (ainly the oto peed), which ae copaed to the efeence ignal though cloed contol loop; Digital: etiation of the achine paaete in the enole contol chee (without eauing the oto peed), with the following ipleentation ethodologie: Slip fequency calculation ethod; Speed etiation uing tate equation; Etiation aed on lot pace haonic voltage; Flu etiation and flu vecto contol; Diect contol of toque and flu; Oeve-aed peed enole contol; Model efeence adaptive yte; Kalan filteing technique; Senole contol with paaete adaptation; Neual netwo aed enole contol; Fuzzy-logic aed enole contol. Anothe claification of the contol technique fo the induction achine i ade y Holtz (998) fo the point of view of the contolled ignal: a) Scala contol: a. Voltage/fequency (o v/f) contol; a. Stato cuent contol and lip fequency contol. hee technique ae ainly ipleented though diect eaueent of the achine paaete. ) Vecto contol:. Field oientation contol (FOC):... Indiect ethod;... Diect ethod;. Diect toque and tato flu vecto contol. hee technique ae ealied oth in analogue veion (diect eaueent) and digital veion (etiation technique) he developent of accuate yte odel i fundaental to each tage in the deign, analyi and contol of all electical achine. he level of peciion equied of thee odel depend entiely on the deign tage unde conideation. In paticula, the atheatical deciption ued in

10 0 achine deign equie vey fine toleance level a tated y Naae et al. (980) and Muata et al (990). Howeve, in the developent of uitale odel fo contol pupoe, it i poile to ae cetain auption that conidealy iplify the eulting achine odel. Nonethele, thee odel ut incopoate the eential eleent of oth the electoagnetic and the echanical yte fo oth teady tate and tanient opeating condition (Nowotny and Lipo - 996). Additionally, ince oden electic achine ae invaialy fed fo witching powe conveion tage, the developed oto odel hould e valid fo aitay applied voltage and cuent wavefo. hi wo peent uitale odel fo ue in digital cuent contol of the induction oto. In addition, the liit of the validity of thee odel ae uaied and, in oe cae, the odel ae etended to account fo oe non-idealitie of the achine. Uually, the following auption ae ade (Loenz et al. 994): No agnetic atuation, i.e. achine inductance i not affected y cuent level. No aliency effect i.e. achine inductance ae not function of poition. Negligile patial f haonic i.e. tato winding ae aanged to poduce inuoidal f ditiution. he effect of the tato lot ay e neglected. hee i no finging of the agnetic cicuit. he agnetic field intenity i contant and adially diected aco the ai-gap. Eddy cuent and hyteei effect ae negligile. he oden contol theoy fo an electical dive yte equie the eitence of a eal-tie, taile, and pecie atheatical odel fo each coponent of the yte. he analyi and the deign of the nueical coand fo uch yte depend on the hadwae and oftwae eouce. If in counication technique the eal-tie epone of the yte i not alway copuloy, in indutial pocee the eal-tie epone of the dive yte i eential. he oft nueical coand fo the electical dive yte i fa oe fleile to ipleent than the hadwae veion. Fo the latte, lately thee i an intene eeach effot fo ipleenting ASIC (application pecific integated cicuit). he nueical coand of the electical dive yte i a challenging ta ainly due to the DSP (digital ignal poceing) technology. Now it i poile to ealie linea and non-linea technique fo ipleenting continuo and dicete atheatical odel of the entie eleent of an electical dive yte, including the electical achine (Xu and Nowotny - 990, 99). Fo the AC dive thee ae eveal olution fo ipleenting the coand and the contol of the yte. A quic uay of the eiting technologie aleady out thee in the field i given elow: DC Dive Initially the DC dive wee ued fo vaiale peed contol ecaue they could eaily achieve a good toque and peed epone with high accuacy. Field oientation of the oto i achieved uing a echanical coutato with uhe. In DC, toque i contolled uing the aatue cuent and field cuent. he ain dawac of thi technique i the educed eliaility of the DC oto - the fact that uhe and coutato wea down and need egula evicing; that DC oto can e cotly to puchae; and that they equie encode fo poitional feedac. AC Dive he evolution of AC vaiale peed dive technology ha een patly diven y the deie to eulate the pefoance of the DC dive, uch a fat toque epone and peed accuacy, while uing out, cheap to puchae and elatively aintenance-fee AC oto (Keleen and Iec - 987). AC Dive, fequency contolled uing PWM With thi technique, oetie nown a cala contol, the field oientation of the oto i not ued. Intead, the fequency and the voltage ae the ain contol vaiale and ae applied to the tato winding. he tatu of the oto i ignoed, eaning that no peed o poition ignal i fed

11 ac. he dive i theefoe egaded a an open-loop dive. hi type of dive i uitale fo application uch a pup and fan, which do not equie high level of accuacy o peciion. AC Dive, flu vecto contol uing PWM Hee, field oientation i achieved y atheatical odelling uing icopoceo and feedac of oto peed and angula poition elative to the tato field y ean of an encode (Va - 990). hi eult in a dive with geate taility and capale of fat toque epone and accuate peed contol. But the dawac i the need fo the encode, which educe dive yte eliaility and add cot. he contolling vaiale in a DC dive fo toque ae aatue cuent and field cuent, and aatue voltage fo toque. AC dive uing the PWM pinciple; howeve, ue voltage and fequency a the contolling vaiale and thee ae contolled y a device called a odulato. A odulato add conideale delay in the eponivene of a oto to change in toque and peed. Futheoe, with flu vecto AC dive, a tacho-geneato o poition encode i invaialy needed to otain any eal degee of accuacy. Such device ae cotly and copoie the iplicity of the AC induction oto. AC Dive, enole flu vecto he flu vecto contolled dive with encode feedac doe offe vey high level of pefoance aco a wide powe ange and hould not e confued with enole vecto - o open loop vecto - dive, which offe pefoance only lightly upeio to that of a tandad invete uing cala contol (Rajaheaa et al )... Algoith of vecto contol he induction oto ae vey coon ecaue they ae inepenive and out, finding ue in eveything fo indutial application uch a pup, fan, and lowe to hoe appliance. aditionally, induction oto have een un at a ingle peed, which wa deteined y the fequency of the ain voltage and the nue of pole in the oto. Contolling the peed of an induction oto i fa oe difficult than contolling the peed of a DC oto ince thee i no linea elationhip etween the oto cuent and the eulting toque a thee i fo a DC oto. he technique called vecto contol can e ued to vay the peed of an induction oto ove a wide ange. It wa initially developed y Blache (97-973). In the vecto contol chee, a cople cuent i yntheied fo two quadatue coponent, one of which i eponile fo the flu level in the oto, and anothe which contol the toque poduction in the oto. Eentially, the contol pole i efoulated to eele the contol of a DC oto. Vecto contol offe a nue of enefit including peed contol ove a wide ange, pecie peed egulation, fat dynaic epone, and opeation aove ae peed. he vecto contol algoith i aed on two fundaental idea. he fit i the flu and toque poducing cuent. An induction oto can e odelled ot iply (and contolled ot iply) uing two quadatue cuent athe than the failia thee phae cuent actually applied to the oto. hee two cuent called diect (I d ) and quadatue (Iq) ae eponile fo poducing flu and toque epectively in the oto. By definition, the I q cuent i in phae with the tato flu, and I d i at ight angle. Of coue, the actual voltage applied to the oto and the eulting cuent ae in the failia thee-phae yte. he ove etween a tationay efeence fae and a efeence fae, which i otating ynchonou with the tato flu, ecoe then the pole. hi lead to the econd fundaental idea ehind vecto contol. he econd fundaental idea i that of efeence fae. he idea of a efeence fae i to tanfo a quantity that i inuoidal in one efeence fae, to a contant value in a efeence fae, which i otating at the ae fequency. Once a inuoidal quantity i tanfoed to a contant value y caeful choice of efeence fae, it ecoe poile to contol that quantity with taditional popotional integal (PI) contolle.

12 Vecto tanfo he Pa and Clae vecto tanfo ae one of the ey to vecto contol of induction oto. I) Clae tanfo he fowad Clae (943) tanfo doe a agnitude invaiant tanlation fo a thee phae yte into two othogonal coponent. If the neutal - gound connection i neglected, the vaiale in a thee-phae yte (A, B, and C) u i equal to zeo, and thee i a edundant infoation. heefoe, the yte can e educed to two vaiale, called X and Y. he Clae tanfo i given y: ia () t ix () t co( γ) co( γ) ib () t iy () t 3 0 in( γ) in( γ) () ic () t whee: π γ 3 Uing the elation: ia() t ib() t i C () t 0 () and the fact that: π 4π (3) co co 3 3 hu, the Clae tanfo can e iplified to: ia () t ix () t (4) ib() t ( ia() t ic () t ) 3 he Clae tanfo can alo e undetood uing a vecto diaga a hown in Fig... In the figue, A, B, and C ae the ae of a thee phae yte, each offet 0 fo the othe. X and Y ae the ae of a two vaiale yte whee X i choen to e coincident with A. o pefo the Clae tanfo of a thee vaiale yte (i A, i B, i C ), i X i equal to i A and i Y i the caled pojection of i B and i C onto the Y ai. he caling i neceay to peeve the ignal agnitude though the tanfo. B i B Y i Y i A, X i C 0 i X i A C Fig... Clae anfo Vecto Diaga he Clae tanfo peeve the agnitude, and ealie a quadatue etween the cuent coponent.

13 3 II) Pa tanfo he Pa (99) tanfo i a vecto otation, which otate a vecto (defined y it quadatue coponent) though a pecified angle. he Pa tanfo function ipleent the following et of equation: Out ( t) co( θ ) in( θ) In () t Out y( t) in( θ ) co( θ) In y () t (5) whee θ i the angle to otate the vecto though. A evee vecto otation can e accoplihed iply y changing the ign on the in (θ) input value. he vecto otation i illutated y Fig... Soe efeence (Va -990, Nowotny and Lipo - 996) decie the Pa tanfo a a coination of the Cla and Pa tanfo peented hee. Beaing into a thee-vaiale-to-two tanfo (i.e. the Clae tanfo) and a vecto otation i done fo efficiency of calculation: with epaate Pa and Clae tanfo, only two tigonoetic calculation ae equied a oppoed to 6 in the taditional Pa tanfo. Q Y i Y i D i Q θ i D X 0 i X Fig... Pa tanfo vecto diaga. 3. Field oientation contol (FOC) Vecto contol technique have ade poile the application of induction oto fo highpefoance application whee taditionally only DC dive wee applied (Holtz - 995). he vecto contol chee enale the contol of the induction oto in the ae way a epaately ecitation DC oto. A in the DC oto, toque contol of induction oto i achieved y contolling the toque cuent coponent and flu cuent coponent independently. he aic chee of indiect and diect ethod of vecto contol ae hown in Fig he diect vecto contol ethod depend on the geneation of unit vecto ignal fo the tato o ai-gap flu ignal. he ai-gap ignal can e eaued diectly o etiated fo the tato voltage and cuent ignal. he tato flu coponent can e diectly coputed fo tato quantitie. In thee yte, oto peed i not equied fo otaining oto field angle infoation. In the indiect vecto contol ethod, the oto field angle and thu the unit vecto ae indiectly otained y uation of the oto peed and lip fequency. Flu θ Stato Fig..3. Poition of the oto flu vecto

14 4 Flu coand oque coand FOC Invete IM Voltage Cuent θ Slip fequency calculation Fig..4. Indiect vecto contol ethod Speed eno Flu coand oque FOC Invete Voltage Cuent IM coand θ Flu vecto eaueent o etiation Fig..5. Diect vecto contol ethod Speed eno Fundaental equieent fo the FOC ae the nowledge of two cuent (if the induction oto i ta connected) and the oto flu poition. Knowledge of the oto flu poition i the coe of the FOC. In fact if thee i an eo in thi vaiale the oto flu i not aligned with d-ai and the cuent coponent ae incoectly etiated. In the induction achine the oto peed i not equal to the oto flu peed (thee i a lip peed; a uch, a pecial ethod to calculate the oto flu poition (angle) i needed. he aic ethod i the ue of the cuent odel. han to FOC it ecoe poile to contol, diectly and epaately, the toque and flu of the induction oto. Field oiented contolled induction achine otain evey DC achine advantage: intantaneou contol of the epaate quantitie allowing accuate tanient and teadytate anageent.. 4. Diect toque contol he ot oden technique i diect toque and tato flu vecto contol ethod (DC). It ha een ealied in an indutial way y ABB, y uing the theoetical acgound popoed y Blahe and Depenoc duing hi olution i aed oth on field oiented contol (FOC) a well a on the diect elf-contol theoy. Stating with a few aic in a vaiale peed dive the aic function i to contol the flow of enegy fo the ain to a poce via the haft of a oto. wo phyical quantitie decie the tate of the haft: toque and peed. Contolling the flow of enegy depend on contolling thee

15 5 quantitie. In pactice eithe one of the i contolled and we pea of "toque contol" o "peed contol". When a vaiale peed dive opeate in toque contol ode the peed i deteined y the load. oque i a function of the actual cuent and actual flu in the achine. Liewie when opeated in peed contol the toque i deteined y the load. Vaiale peed dive ae ued in all indutie to contol peciely the peed of electic oto diving load anging fo pup and fan to cople dive on pape achine olling ill cane and iila dive. he idea i that oto flu and toque ae ued a piay contol vaiale which i contay to the way in which taditional AC dive contol input fequency and voltage, ut i in pinciple iila to what i done with a DC dive, whee it i uch oe taightfowad to achieve. In contat, taditional PWM and flu vecto dive ue output voltage and output fequency a the piay contol vaiale ut thee need to e pule width odulated efoe eing applied to the oto. hi odulato tage add to the ignal poceing tie and theefoe liit the level of toque and peed epone tie poile fo the PWM dive. In contat, y contolling oto toque diectly, DC povide dynaic peed accuacy equivalent to cloed loop AC and DC yte and toque epone tie that ae 0 tie fate. It i alo claied that the DC doe not geneate noie lie that poduced y conventional PWM AC dive. And the wide pectu of noie ean that aplitude ae lowe which help to contol EMI and RFI eiion. he aic tuctue of diect toque and tato flu vecto contol i peented in Fig..6. Flu coand oque coand Flu contolle oque contolle Voltage vecto election Invete Voltage Cuent IM Flu vecto eaueent o etiation Speed eno Fig..6. Baic tuctue of diect toque and flu vecto contol In DC field oientation i achieved without feedac uing advanced oto theoy to calculate the oto toque diectly and tato flu without uing a odulato o a equieent fo a tachogeneato o poition encode to feed ac the peed o poition of the oto haft. Both paaete ae otained intead fo the oto itelf. DC configuation alo elie on two ey developent - the latet high-peed ignal poceing technology and a highly advanced oto odel peciely iulating the actual oto within the contolle. A DSP (digital ignal poceo) i ued togethe with ASIC hadwae to deteine the witching logic of the invete. he oto odel i pogaed with infoation aout the oto, which enale it to deteine paaete including tato eitance, utual inductance atuation coefficient and oto inetia. he odel alo encopae tepeatue copenation, which i eential fo good tatic peed accuacy without encode.

16 6 In noal opeation, eaueent of the two oto phae cuent and the dive DC lin voltage, togethe with infoation aout the witching tate of the invete ae fed into the oto odel. he oto odel then output contol ignal, which ae accuate etiate of the actual oto toque and actual tato flu. All contol ignal ae tanitted via optical lin fo high peed. In thi way, the eiconducto witching device of the invete ae upplied with an optiu witching patten fo eaching o aintaining an accuate oto toque. Alo, oth haft peed and electical fequency ae calculated within the oto odel. hee i no need to feedac any haft peed o poition with tachoete o encode to eet the deand of 95% of indutial application. Howeve, thee will alway e oe pecial application whee even geate peed accuacy will e needed and when the ue of an encode ipove the accuacy of peed contol in DC. But even then, the encode doe not need to e a cotly o a accuate a the one ued in taditional flu vecto dive, a DC only ha to now the eo in peed, not the oto poition. he dive will have a toque epone tie typically ette than 5. hi copae with epone fo oth flu vecto PWM dive and DC dive fitted with encode. he newe enole flu vecto dive now eing launched y othe dive anufactue have a toque epone eaued in hunded of illiecond. DC alo povide eceptional toque contol lineaity. Fo the fit tie with an open loop AC dive, toque contol can e otained at low fequencie, including zeo peed, whee the noinal toque tep can e inceaed in le than. he dynaic peed accuacy of DC dive i ette than any open loop AC dive and copaale to DC dive, which ue feedac. DC ing othe pecial function, not peviouly availale with AC dive, including autoatic tating in all oto electoagnetic and echanical tate. hee i no need fo additional paaete adjutent, uch a toque oot o tating ode election, uch a flying tat. DC contol autoatically adapt itelf to the equied condition. In addition, aed on eact and apid contol of the dive inteediate DC lin voltage, DC can withtand udden load tanient caued y the poce, without any ovevoltage o ovecuent tip.

17 7. CONINUOUS-IME DOMAIN LINEAR MODELS OF HE HREE-PHASE INDUCION MACHINE.. Intoduction Until the lat decade the thee-phae induction achine wa ainly ued in contant peed dive due to the contol yte pefoance, not to the opeating pinciple of the achine. Nowaday, thi ituation i copletely changed. With the technical poge in powe electonic and icoelectonic, the thee-phae induction achine contol ecoe vey fleile and highly efficient. Since 983, the yea when the digital ignal poceo (DSP) appeaed, the contol theoy fo thi type of achine wa peanently ipoved. New atheatical odel have to e ipleented fo the thee-phae induction achine in ode to analye it opeation oth dynaically and in teady-tate... Voltage and flu linage equation he fit atheatical odel fo the dynaic analyi of the induction achine wa aed on the two eal ai efeence fae, developed initially y Pa (99) fo the ynchonou achine. Uing the yetic configuation of the induction achine, Kovac and Racz (959) have elaoated the pace cople vecto theoy, and otained a odel fo the teady-tate analyi of the achine. Both theoie ae ued fo odelling the thee-phae induction achine. he following auption ae ade when a coplete equation yte i witten to decie the continuou-tie linea odel of the induction achine (Kaue et al. 995): Geoetical and electical achine configuation i yetical; Space haonic of the tato and oto agnetic flu ae negligile; Infinitely peeale ion; Stato and oto winding ae inuoidally ditiuted in pace and eplaced y an equivalent concentated winding; Saliency effect, the lotting effect ae neglected; Magnetic atuation, aniotopy effect, coe lo and in effect ae negligile; Winding eitance and eactance do not vay with the tepeatue; Cuent and voltage ae inuoidal te. End and finging effect ae neglected All thee auption do not alte in a eiou way the final eult fo a wide ange of induction achine.

18 8 a θ a U a I a U a I a U c I c c U I U I U c I c c Fig... he eal odel of the thee-phae induction achine with thee tato winding and thee oto winding Fo the achine tato in Fig.. if we chooe the tato efeence fae, the voltage equation ae a follow: d a Ua I a dt d U I (6-8) dt d c Uc I c dt whee Ua, U, U c ae the intantaneou tato voltage, Ia, I, I c ae the intantaneou tato cuent, a c i the tato winding eitance and a,, c ae the total agnetic flue fo the thee tato winding. he flu-cuent elation ae deteined afte detailing the total flu of a tato winding. Fo the othe two winding, thee ae valid iila elation: a aa a ca aa a ca (9) whee the flu coponent ae: the agnetic flu poduced y tato phae cuent a in the tato phae winding a aa the agnetic flu poduced y tato phae cuent in the tato phae winding a a the agnetic flu poduced y tato phae cuent c in the tato phae winding a ca the agnetic flu poduced y oto phae cuent a in the tato phae winding a aa the agnetic flu poduced y oto phae cuent in the tato phae winding a a ca the agnetic flu poduced y oto phae cuent c in the tato phae winding a hee coponent ae coputed with the epeion: L I M I aa a a M I a a M I ca ca c aa aa a M I a a M I ca ca c

19 9 Self-inductance L a ha two coponent, one ceated y the linage agnetic flu L a and the econd ceated y the leaage agnetic flu L la : L a La Lla (0) he utual inductance, which i conideed to e equal due to the achine yety, can alo e plit in two coponent. Howeve, the leaage flu ceated coponent in the utual inductance can e neglected. It eult that: Ma Ma Mac Mca La () he utual inductance within the tato and oto winding vaie with the elative pace poition etween the. he tato flu ceated y cuent fo oto phae a in tato phae a depend on the angle value θ: w w Maa Maa La coθ La coθ () w w t whee t epeent the tun atio ultiplied y the winding facto atio. In a iila way the elation fo the othe utual inductance can e witten: π Ma Ma La co θ t 3 (3-4π Mca Mac La co θ t 3 4) Due to the yetical configuation of the induction achine, we can deduce the total agnetic flu fo the tato phae winding a epeed a follow: a ( La Lla) Ia LaI LaIc LaIa coθ t (5) π 4π LaI co θ LaIc co θ t 3 t 3 Fo the oto winding, y uing a oto efeence fae, it can e developed a iila equation yte to the tato cae: da Ua I a dt d a U I (6-8) dt d c Uc I c dt whee: Ua, U, U c ae the intantaneou oto voltage, I a, I, I c ae the intantaneou oto cuent, a c i the oto winding eitance and a,, c ae the total agnetic flue fo the thee oto winding. he total oto agnetic flu fo the winding a i decied y: a aa a ca aa a ca (9) LaIa MaI McaIc MaaIa MaI McaIc In thi cae the utual inductance i:

20 0 M M L M M L M M L a a a ca ac a aa aa t a coθ (0-) π Ma Ma t La co θ 3 (-4) 4π Mca Mac t La co θ 3 Due to the yetical winding and oto configuation, one can wite the following elation: L a t L a L (5) t hough a iila algoith a that one fo the tato and oto phae a, epectively a, it i poile to otain anothe fou equation: two fo the tato phae, and c, and two fo the oto phae and c. All i final equation can e gouped in a ati fo a follow: d [ ] [ U] [ I] dt d [ ] [ U] [ I] (6-9) dt L I M I [ ] [ ] [ ] [ ] [ ] [ ] [ L] [ I] [ M ] [ I] whee: [ ], [ ], [ ], [ ], [ ], [ ] U U I I epeent the tanpoe ati fo the tato and oto voltage, cuent, epectively flu vecto. A an eaple ae given the flu ati: [ ] [ ] a c [ ] [ ] a c (30-3) So we get: La Lla La La σ [ L] La La Lla L a La σ (3) La La La L la σ La Lla La La σ L La La Lla L a La σ La La La L la σ [ ] (33)

21 [ M ] π 4π coθ co θ co 3 θ 3 4π π La co θ coθ co θ t 3 3 π 4π co θ co θ coθ 3 3 (34) 4π π coθ co θ co θ 3 3 π 4π [ M ] t La co θ coθ co θ 3 3 4π π co θ co θ coθ 3 3 Note: ) [ M ] [ M ] the utual tato inductance ati equal the tanpoe ati of the utual oto inductance; la a la a ) σ L L ; σ L L ae the tato, epectively oto leaage facto. L L L L a a a a 3) he ati yte deteined aove epeent the flu-cuent equation et fo the thee-phae induction achine in a efeence fae attached epaately to each aatue..3. Space vecto equation fo thee-phae induction achine Conideing the auption ade in the peviou paagaph, the pace vecto notation and concept intoduced y Racz and Kovac (959) ae paticulaly ueful. In thi appoach, all vaiale ae epeented y pola vecto indicating the agnitude and angula poition fo the otating inuoidal ditiution. A thee-phae vaiale yte can e uniquely decied though a pace vecto, which i a cople te and tie dependent (t) and a eal hoopola coponent 0 (t): ( α α ) a c t () 3 0() t ( a c) 3 whee: α e α e π j 3 4π j 3 j j 3 3 and a,, c ae the phae vaiale. he eal ai diection coincide with that one of phae a. Uually, the neutal connection fo a thee-phae yte i open, o that the hoopola coponent equal zeo. he phae vaiale can e eaily otained fo the pace vecto notation: [ a c ] () t () t () t Re α α t () (35) (36)

22 he phae voltage fo the induction achine can e epeed with the help of the pace vecto tanfoation: U ( Ua α U α Uc ) 3 (37) d ( I α I α I ) ( α α ) 3 a c 3 dt a c o in a condened fo: d U I (38) dt whee U, I, ae pace vecto fo tato voltage, cuent and flu. Siilaly, we get the oto equation: d U I (39) dt whee U, I, ae pace vecto fo oto voltage, cuent and flu, epectively. Since the achine i conideed agnetically linea, the tato and flu linage will e deteined a follow, aing the notation: [ Α ] [ α α ] 3 3 we get: [ Α] [ ] [ Α] [ L] [ I] [ Α] [ M] [ I] whee: σ 3 [ Α] [ L] α α L a σ La σ [ Α] σ π 4π coθ co θ co θ 3 3 4π π 3 j [ Α] [ M] α α L co θ coθ co θ L [ Α] e θ 3 3 π 4π co θ co θ coθ 3 3 he condened tato flu-cuent equation eult fo the lat thee equation: 3 3 j La σ I L I e θ (40) whee:, I, I ae pace vecto notation fo tato flu linage, cuent and oto cuent. Siilaly, the oto flu linage-cuent equation i deductile: [ Α] [ ] [ Α] [ L] [ I ] [ Α] [ M] [ I ] (4) whee:

23 3 σ 3 σ [ Α] [ L ] α α L σ L σ [ Α] a 4π π coθ co θ co 3 θ 3 π 4π 3 j [ Α] [ M ] α α L co θ coθ co θ L [ Α] e θ 3 3 4π π co θ co θ coθ 3 3 Finally, we get the condened fo of the oto flu linage-cuent equation: 3 3 j La σ I L I e θ (4) whee, I, I ae the pace vecto notation fo oto flu linage, cuent and tato cuent epectively. Fo an eaie anipulation of the equation we ae the notation: 3 L La σ 3 L La σ 3 3 M La t La t he geneal et of voltage and flu linage equation, witten in pace vecto notation, i: d U I dt d U I (43-46) dt jθ LI M e I jθ LI M e I Soe ipotant concluion have to e dawn egading thi ode of deciing the achine equation, though pace vecto notation: he cala equation yte witten in natual efeence fae i tanfoed in a 4 vecto equation yte. hi fo i equivalent to utituting the eal induction achine equipped with thee-phae winding on tato and oto with a fictive achine equipped with ingle phae winding on tato and oto; An inconvenience of the developed yte i that the tato equation yte i witten in tato efeence fae, and the oto equation yte i witten in oto efeence fae, aing the analyi of the achine difficult; he utual inductance depend on the elative oto poition. In Fig.. i illutated the new fictive odel of the induction achine fo the pace vecto point of view theoy.

24 4 a θ a U I U I c Fig...Model of the thee-phae induction achine with fictive one tato winding and one oto winding (pace vecto notation) c.4. Vectoial equation yte in a coon efeence fae he analyi of an induction achine dive yte ha to e ade when the tato and oto vaiale ae epeented in a coon efeence fae. When uing the ae pace vecto notation, we can define an aitay efeence fae, which otate with the angula velocity, and accoding to Fig. 3, the following elation i valid: j () t () t t () e θ (47) whee: θ (t) i the tie vaiale elative angle etween the new efeence fae and the tationay efeence fae initially conideed.; (t) epeent the pace vecto fo the new efeence fae. he evee tanfoation elation i: jθ ( t) ( t) ( t) e (48) he hoopola coponent eing a cala vaiale, i independent fo the choen efeence fae. Re θ Re 0 Fig..3. anfoation into an aitay efeence fae In an aitay coon efeence fae, the vectoial voltage and flu linage equation ecoe:

25 jθ ( ) d L I M e I U I U e I e dt jθ j ( θ θ) θ ( ) d L I e M e I jθ jθ dθ dθ dt dt dt dt jθ jθ di jθ jθ di jθ I e L e j e I M e j e I d ( LI MI ) jθ e jθ d I j ( L ) I MI e I j dt dt jθ ( ) dt j( θ θ) j( θ θ) ( ) dli M e I dli e M e I j( θ θ) j( θ θ) U I U e I e dt dt j( θ ) ( ) ( ) ( ) ( ) ( ) ( ) θ j θ θ di j θ θ d θ θ j θ di θ j θ θ d θ θ I e L e j e I M e j e I dt dt dt dt dli ( MI ) ( ) j θ θ j( θ θ) d e I j ( ) ( LI MI ) e I j ( ) dt dt (50) whee, ae the angula velocity of the aitay efeence fae, epectively the angula velocity of the induction achine. Finally, if we conide P the nue of pole fo the induction achine, the electical angula velocity of the oto i (P / ) and the vectoial equation of the induction achine witten in a coon aitay efeence fae which otate with angula velocity ae: d U I j dt d ( ) U I j dt LI MI LI MI 5 (49) (5-54) he aove equation yte epeent the atheatical odel of the induction achine with tato and oto equipped with one fictive winding each in a coon aitay efeence fae. It ha to e highlighted that the utual inductance doe not depend on the elative oto poition (Kovac - 984). R θ S θ U I Fig..4.Model of the thee-phae induction achine with fictive one tato winding and one oto winding (pace vecto notation) epeented in a coon aitay efeence fae U I

26 6.5. Induction achine equation with tato efeed oto vaiale A coplete unified equation yte fo the induction achine i otained when oth tato and oto vaiale ae epeed in a coon efeence fae and the oto vaiale ae alo tato efeed. Uing the tun atio and the winding facto atio we otain: I I t U U (55-58) t t t Now the tato and oto flu linage equation can e witten a: 3 3 La σ I La I σ La I t M ( I I ) t 3 3 L a a a t t ( ) σ I L I L I M I I t σ t If the following notation ae intoduced: L σ L the tato leaage inductance l a l t σ a L L the oto leaage inductance 3 3 LM t M La t La the ain agnetiation inductance I I I the agnetiation cuent pace vecto M M LM I M l Ll I the agnetiation flu the tato leaage flu l L l I the oto leaage flu he flu linage equation get the following fo: L I L I (6) l M M l M ( L I L IM ) ( ) (6) l M l M t t o in efeed vaiale we otain: ( L L ) I L I L I L I (63) l M M M l M M M ( L L ) I L I L I L I (64) whee L and L ae the total tato, epectively oto elf-inductance. he efeed oto voltage i given now y the elation: ( l M) d P U I j ( l M) dt (65) Finally we can wite a coplete equation yte, in a coon aitay efeence fae, with oto vaiale efeed to the tato, which define the induction achine. he eult i a atheatical odel of the thee-phae induction achine equipped with two fictive winding, otating with angula velocity. he iplified epeentation of thi yte i given in Fig..5. (59) (60)

27 7 d U I j dt d P U I j ( ) dt LI LMI L I L I M (66-69) S R θ θ U U I I Fig..5. Model of the thee-phae induction achine with fictive one tato winding and one oto winding (pace vecto notation) epeented in a coon aitay efeence fae, and efeed oto vaiale.6. Intanteou electoagnetic toque he input powe fo a thee-phae induction achine with wounded oto i: * * i() Re{ } { } Pt U I Re U I (70) * * whee i the phae nue (3), U, U ae the tato and oto voltage pace vecto, I, I ae the conjugate tato and oto cuent pace vecto. Uing a detailed elation fo the pace vecto with oto vaiale efeed to the tato, we get: Pt i() UaIa UI UcIc U a I a U I U c I c (7) Fo the coplete equation yte of the induction achine, the following epeion can e otained fo the input powe of the achine: 3 * d * * * d * P * Pi Re I I I j I I I I j I (7) dt dt 3 d * * * d P * Pi Re I I I I j I I dt dt (73) he fit two te fo the powe equation epeent the Joule effect lo, the following two te epeent the electoagnetic powe due to the tie vaiation of the agnetic enegy, and the lat te tand fo the echanical powe availale at the achine haft, if the hyteezi lo, eddy cuent lo and the tay loe ae neglected. he echanical powe will e:

28 8 * P ( ) ( ) 3 * * Re M M P j LI L I I LI L I I (74) 3 P * 3P * Re j LM I I LM I { I I } 4 Uing the flu linage elation, thee epeion ae deductile fo the induction achine echanical powe: 3P * { } { } { } * 3P 3P P * I I I I LM I I I (75) 3P L * * M 3P LM I { I } I { 4 L } 4 whee: LL LM which give fou epeion fo the intantaneou electoagnetic toque if the echanical powe i divided y the oto angula velocity: 3P * { } { } { } * 3P 3P * e I I I I LM I I I (76) 3P L * * M 3P LM I { I } I { 4 L } 4 he toque and the oto peed a elated y the echanical equation: d e J L P (77) dt whee: J i the inetia of the oto and in oe cae the connected load. he fit te on the ighthand ide of the equation i the inetial toque. he load toque L i poitive fo a toque load on the haft of the induction achine. Conideing the voltage, flu linage and echanical equation, the coplete elation yte of the induction achine can e witten: d U I j dt d U I j ( ) dt P LI LMI L I L I M { } { } * * { * } * d { I } J L (78-8) 3P 3P 3P e I I I I LM I I I P LM I 4 L P dt he aove et of equation i valid fo the following condition: All the equation ae witten in a coon efeence fae, which otate with the aitay angula velocity. he oto vaiale ae efeed to the tato; he tato and oto vaiale ae decied y the pace vecto notation; he achine paaete ae contant in a coon efeence fae fo oth aatue; he echanical equation i witten in eal doain, and i independent of the choen efeence fae.

29 9.7. Geneal equation of the induction achine in diffeent efeence fae When the atheatical odel of the induction achine i etalihed, eveal efeence fae can e eployed depending on application and the choen tategy contol. hee ae eveal ain efeence fae: tationay fied to the tato, ynchonouly fied to the oto, and evolving with an angula velocity equal to: the ai-gap flu, the oto flu, the tato voltage, the oto cuent pace vecto. he tanfoation fo one efeence fae to anothe i ade y eeping contant the value of the..f. a all the efeence fae ae enegetically equivalent. Fo the induction achine, the phaoial diaga of the ain pace vecto i illutated in Fig..6. he ignificance of the inde i a follow: tationay efeence fae lined to phae a of the tato winding otating efeence fae lined to the oto haft ai-gap flu efeence fae tato total ynchonou efeence fae oto flu ynchonou efeence fae aitay ynchonou efeence fae he angle depicted in Fig..6 ae in electical degee. d L i M L i M θ d d q θ θ θ θ d d d Fig..6. Definition of the electical angle etween diffeent efeence fae.7.. Pe unit yte It i often convenient to epe achine paaete and vaiale a pe unit quantitie. he atheatical odel in pe unit epeentation of the induction achine ha oe ain featue (Kaue et al. 995): All paaete have aiu value equal to unit; wo iila yte can e copaed eaie; he digital contol i eadily ipleented; When uing the pe unit yte fo witing the achine equation, the following oevation have to e ade: a) he ae toque i not the ated one. A the ated powe output geneally occu at a peed (ated peed) lightly le than ynchonou, the ae toque will e le than ated toque y the atio of ated peed to ynchonou peed of the achine. ) In pe unit yte, the inductance value i equal to the eactance value.

30 30 c) If the flu linage pe econd i ued in the induction achine equation, it i pe unitied y dividing y ae voltage. he following value of the achine paaete ae ued a ae vaiale: U U U n,a (),n I I I Z n.a (),n 3 S U I 3U I π f (),n ()n n n n n U I 4π f P P P U L I S 3P 4 J H S U n.a I n n,a -phae voltage, aiu value -phae cuent, aiu value -ae ipedance -ae powe -ae tato vaiale angula velocity -ae oto vaiale angula velocity -ae tato flu -ae inductance -ae toque -inetia contant he tato voltage equation in pe unit yte ecoe: U I I d j U U I dt U U dψ u Ri j Ωψ n dt (83-84) Siilaly we otain the oto voltage equation: dψ u R i j ( Ω Ω) ψ (85) n dt whee the elative angula velocity i: Ω In the peviou pe unit epeion we hould note that the ultiplying coefficient of the tie flu deivative i neceay, a the tie i not efeed. he elative tie, defined a follow, can e ued: t telative t nt π (86) n whee n epeent the tato voltage upply peiod. Finally the coplete equation et in pe unit yte fo the induction achine i:

31 3 dψ Ωψ dt u Ri j dψ u R i j ( ) ψ Ω Ω ψ dt i Mi i Mi ψ dω dt * { ψ i } 3P I H 4 L (87-9).7.. Stationay efeence fae equation. Bloc diaga If the tato voltage ae unalanced o dicontinuou and the oto-applied voltage ae alanced o zeo, the ot appopiate choice fo the efeence fae i the one fied to the tato. hi tationay efeence fae wa fit eployed y Stanley (938). In a tationay efeence fae, fied to the tato, the aitay angula velocity i zeo, ( 0) and the induction achine equation yte ecoe: u dψ dt Ri dψ u R i j ψ Ω ψ dt i i M ψ i i M * { ψ i } (9-96) dω 3P I L dt H 4 M he total leaage facto i decied y elation σ t and if we note: δ the M following elation ae deductile: M i ψ ψ δ δ (97-98) M i ψ ψ δ δ A new equation yte can e witten in the two-ai co-odinate yte:

32 3 u q dψ Ri q dt dψ d ud Ri d dt dψ u R i q q q Ω ψ d dt dψ u R i Ω ψ ψ ψ ψ d d d q dt i i q q M q i i d d M d i i q q M q ψ i i d d M d q (99-07) dω 3P ( ψdiq ψ qd i ) L dt H 4 If the induction achine i equipped with cage oto, then the oto voltage i zeo. A coplete loc diaga fo the induction achine in tationay efeence fae uing a input tato voltage and cuent and load toque, and a output the peed, i illutated in Fig..7. i a i i c /3 i d - 3 -/ i q R R - - n n / / ψ d ψ q * / Ω u a u u c /3 u d - 3 -/ u q * - - /(H) L Fig..7. Bloc diaga of the induction achine in tationay efeence fae.7.3. Roto efeence fae equation. Bloc diaga he choice of the efeence fae fo the dynaic analyi of the induction achine, epecially when the oto cicuit ae unalanced, i oe convenient to e fied to the oto fae. hi efeence fae i in fact the Pa tanfoation, initially developed fo ynchonou achine and than applied to the induction achine y Beeton (Fitzgeald et al -990). he ethod of efeing the achine vaiale to a oto efeence fae i ot ueful fo field oiented contol

rad rev 60sec p sec 2 rad min 2 2

rad rev 60sec p sec 2 rad min 2 2 NAME: EE 459/559, Exa 1, Fall 2016, D. McCalley, 75 inute allowed (unle othewie diected) Cloed Book, Cloed Note, Calculato Peitted, No Counication Device. The following infoation ay o ay not be ueful fo

More information

EE8412 Advanced AC Drive Systems. Topic 6 Field Oriented control (FOC)

EE8412 Advanced AC Drive Systems. Topic 6 Field Oriented control (FOC) Advanced AC Dive Syte Topic 6 Field Oiented contol (FOC) Souce: ABB 1 Advanced AC Dive Syte Field Oiented Contol (FOC) ectue Topi Geneal Block Diaga of FOC Diect Field Oiented Contol Diect FOC with Cuent

More information

Boise State University Department of Electrical and Computer Engineering ECE470 Electric Machines

Boise State University Department of Electrical and Computer Engineering ECE470 Electric Machines Boie State Univeity Depatment of Electical and Compute Engineeing ECE470 Electic Machine Deivation of the Pe-Phae Steady-State Equivalent Cicuit of a hee-phae Induction Machine Nomenclatue θ: oto haft

More information

Tutorial 5 Drive dynamics & control

Tutorial 5 Drive dynamics & control UNIVERSITY OF NEW SOUTH WALES Electic Dive Sytem School o Electical Engineeing & Telecommunication ELEC463 Electic Dive Sytem Tutoial 5 Dive dynamic & contol. The ollowing paamete ae known o two high peomance

More information

Considerations Regarding the Flux Estimation in Induction Generator with Application at the Control of Unconventional Energetic Conversion Systems

Considerations Regarding the Flux Estimation in Induction Generator with Application at the Control of Unconventional Energetic Conversion Systems Conideation Regading the Flux Etimation in Induction Geneato with Application at the Contol of Unconventional Enegetic Conveion Sytem Ioif Szeidet, Octavian Potean, Ioan Filip, Vaa Citian Depatment of

More information

Fuzzy Logic vs. Classical PI Voltage Controller for a Self-Excited Induction Generator

Fuzzy Logic vs. Classical PI Voltage Controller for a Self-Excited Induction Generator Matheatical Application in Science and Mechanic Fuzzy Logic v. Claical PI Voltage Contolle fo a Self-Excited Induction Geneato MATEO BAŠIĆ, DINKO VUKADINOVIĆ, MILJENKO POLIĆ Faculty of Electical Engineeing,

More information

Simulink Model of Direct Torque Control of Induction Machine

Simulink Model of Direct Torque Control of Induction Machine Ameican Jounal of Applied Science 5 (8): 1083-1090, 2008 ISSN 1546-9239 2008 Science Publication Simulink Model of Diect Toque Contol of Induction Machine H.F. Abdul Wahab and H. Sanui Faculty of Engineeing,

More information

A Novel Method for Modeling Magnetic Saturation in the Main Flux of Induction Machine

A Novel Method for Modeling Magnetic Saturation in the Main Flux of Induction Machine Poceeding of the 5th WSEAS Int. Conf. on Syte Science and Siulation in Engineeing, Teneife, Canay Ilan, Spain, Decebe 16-18, 2006 150 A Novel Method fo Modeling Magnetic Satuation in the Main Flux of Induction

More information

Direct Torque Control of Double Feed Induction Machine (DTC-DFIM)

Direct Torque Control of Double Feed Induction Machine (DTC-DFIM) Jounal of Advanced Reeach in Science and echnology ISSN: 232-9989 Diect oque Contol of Double Feed Induction Machine (DC-DFIM) Zemmit Abdeahim, Sadouni Radhwane 2 and Meoufel Abdelkade 2 Electical Engineeing

More information

CHAPTER 3 CLASSICAL CONTROL TECHNIQUES FOR AC DRIVES

CHAPTER 3 CLASSICAL CONTROL TECHNIQUES FOR AC DRIVES 44 CHAPTER 3 CLASSICAL CONTROL TECHNIQUES FOR AC DRIVES 3.1 INTRODUCTION The contolle equied fo AC dive can be divided into two majo type: cala contol and vecto contol (Boe 1976). In cala contol, which

More information

Chapter 19 Webassign Help Problems

Chapter 19 Webassign Help Problems Chapte 9 Webaign Help Poblem 4 5 6 7 8 9 0 Poblem 4: The pictue fo thi poblem i a bit mileading. They eally jut give you the pictue fo Pat b. So let fix that. Hee i the pictue fo Pat (a): Pat (a) imply

More information

Studies on Sensor-Less Hysteretic Multi-Scalar Control of Doubly Fed Machine for Wind Power Generators

Studies on Sensor-Less Hysteretic Multi-Scalar Control of Doubly Fed Machine for Wind Power Generators Available online at www.ciencediect.co Enegy Pocedia 2 (20) 74 75 ICSGCE 20: 27 30 Septebe 20, Chengdu, China Studie on Seno-e Hyteetic Multi-Scala Contol of Doubly Fed Machine fo Wind Powe Geneato Yang

More information

Nonlinear Control of an Induction Motor Using a Reduced-Order Extended Sliding Mode Observer for Rotor Flux and Speed Sensorless Estimation

Nonlinear Control of an Induction Motor Using a Reduced-Order Extended Sliding Mode Observer for Rotor Flux and Speed Sensorless Estimation Engineeing, 00,, 83-89 doi:0.436/eng.00.004 Publihed Online Octobe 00 (http://www.scirp.og/jounal/eng) Nonlinea Contol of an Induction Moto Uing a Reduced-Ode Extended Sliding Mode Obeve fo Roto Flux and

More information

Test 2 phy a) How is the velocity of a particle defined? b) What is an inertial reference frame? c) Describe friction.

Test 2 phy a) How is the velocity of a particle defined? b) What is an inertial reference frame? c) Describe friction. Tet phy 40 1. a) How i the velocity of a paticle defined? b) What i an inetial efeence fae? c) Decibe fiction. phyic dealt otly with falling bodie. d) Copae the acceleation of a paticle in efeence fae

More information

Above Flux Estimation Issues in Induction Generators with Application at Energy Conversion Systems

Above Flux Estimation Issues in Induction Generators with Application at Energy Conversion Systems Acta Polytechnica Hungaica Vol. 3, No. 3, 2006 Above Flux Etimation Iue in Induction Geneato with Application at Enegy Conveion Sytem Ioif Szeidet, Octavian Potean, Ioan Filip, Vaa Citian Depatment of

More information

Determination of Excitation Capacitance of a Three Phase Self Excited Induction Generator

Determination of Excitation Capacitance of a Three Phase Self Excited Induction Generator ISSN (Online): 78 8875 (An ISO 397: 007 Cetified Oganization) Detemination of Excitation Capacitance of a Thee Phae Self Excited Induction Geneato Anamika Kumai, D. A. G. Thoa, S. S. Mopai 3 PG Student

More information

Maximum Torque Control of Induction Traction Motor Based on DQ Axis Voltage Regulation

Maximum Torque Control of Induction Traction Motor Based on DQ Axis Voltage Regulation 6th Intenational Confeence on Machiney, Mateials, Envionent, Biotechnology and Copute (MMEBC 016) Maxiu Toque Contol of Induction Taction Moto Based on DQ Axis Voltage Regulation Guo-Bin SUN1,a, Shu-Jia

More information

VECTOR CONTROL OF INDUCTION MOTOR DRIVE BY USING THE CONSTANT SWITCHING FREQUENCY CURRENT CONTROLLER FOR REDUCED RIPPLE

VECTOR CONTROL OF INDUCTION MOTOR DRIVE BY USING THE CONSTANT SWITCHING FREQUENCY CURRENT CONTROLLER FOR REDUCED RIPPLE Acta Electotechnica et Infomatica, Vol. 3, No. 3, 203, 27 33, DOI: 0.2478/aeei-203-0036 27 VECTOR CONTROL OF INDUCTION MOTOR DRIVE BY USING THE CONSTANT SWITCHING FREQUENCY CURRENT CONTROLLER FOR REDUCED

More information

Modeling and Simulation of an Electric Scooter Driven by a Single-Phase Induction Motor

Modeling and Simulation of an Electric Scooter Driven by a Single-Phase Induction Motor Poceeding of the 7th WSEAS Intenational Confeence on Powe Syte, Beijing, China, Septebe 5-7, 27 79 Modeling and Siulation of an Electic Scoote Diven by a Single-Phae Induction Moto C. SUKCHAROEN &. KUWORAWANICHAPONG

More information

LECTURE 14. m 1 m 2 b) Based on the second law of Newton Figure 1 similarly F21 m2 c) Based on the third law of Newton F 12

LECTURE 14. m 1 m 2 b) Based on the second law of Newton Figure 1 similarly F21 m2 c) Based on the third law of Newton F 12 CTU 4 ] NWTON W O GVITY -The gavity law i foulated fo two point paticle with ae and at a ditance between the. Hee ae the fou tep that bing to univeal law of gavitation dicoveed by NWTON. a Baed on expeiental

More information

MRAS Based Speed Sensor-less Vector Controlled Induction Motor Using Modified Adaptive Mechanism

MRAS Based Speed Sensor-less Vector Controlled Induction Motor Using Modified Adaptive Mechanism Seno & Tanduce, Vol. 55, Iue 8, Augut 23, pp. 8-85 Seno & Tanduce 23 by IFSA http://www.enopotal.com MRAS Baed Speed Seno-le Vecto Contolled Induction Moto Uing Modified Adaptive Mechanim ALIYU Eneji Iah,

More information

An Optimized Ride through Protection Method for DFIG Wind Turbine during Asymmetrical Disturbance

An Optimized Ride through Protection Method for DFIG Wind Turbine during Asymmetrical Disturbance 578 J. Baic. Appl. Sci. Re., ()578-58,, TextRoad Publication ISSN 9- Jounal of Baic and Applied Scientific Reeach www.textoad.co An Optiized Ride though Potection Method fo DFIG Wind Tubine duing Ayetical

More information

SENSORLESS SPEED CONTROL SYSTEMS BASED ON ADAPTIVE OBSERVERS LUENBERGER AND GOPINATH

SENSORLESS SPEED CONTROL SYSTEMS BASED ON ADAPTIVE OBSERVERS LUENBERGER AND GOPINATH Annal of the Univeity of Caiova, Electical Engineeing eie, No. 32, 2008; ISSN 1842-4805 SENSORLESS SPEED CONTROL SYSTEMS BASED ON ADAPTIVE OBSERVERS LUENBERGER AND GOPINATH Maiu-Auelian PICIU, Lauenţiu

More information

CHAPTER 2 MATHEMATICAL MODELING OF WIND ENERGY SYSTEMS

CHAPTER 2 MATHEMATICAL MODELING OF WIND ENERGY SYSTEMS 17 CHAPTER 2 MATHEMATICAL MODELING OF WIND ENERGY SYSTEMS 2.1 DESCRIPTION The development of wind enegy ytem and advance in powe electonic have enabled an efficient futue fo wind enegy. Ou imulation tudy

More information

Content 5.1 Angular displacement and angular velocity 5.2 Centripetal acceleration 5.3 Centripetal force. 5. Circular motion.

Content 5.1 Angular displacement and angular velocity 5.2 Centripetal acceleration 5.3 Centripetal force. 5. Circular motion. 5. Cicula otion By Liew Sau oh Content 5.1 Angula diplaceent and angula elocity 5. Centipetal acceleation 5.3 Centipetal foce Objectie a) expe angula diplaceent in adian b) define angula elocity and peiod

More information

Control of Battery Energy Storage System for Wind Turbine based on DFIG during Symmetrical Grid Fault

Control of Battery Energy Storage System for Wind Turbine based on DFIG during Symmetrical Grid Fault Intenational Confeence on Renewable Enegie and Powe Quality (ICREPQ 15) a Couña (Spain), 25 th to 27 th Mach, 2015 exçxãtuäx XÇxÜzç tçw céãxü dâtä àç ]ÉâÜÇtÄ (RE&PQJ) ISSN 2172-038 X, No.13, Apil 2015

More information

PMSM. Mechanical Design

PMSM. Mechanical Design PMSM Indutial Electical Engineeing and Autoation Lund Univeity, Sweden Mechanical Deign Indutial Electical Engineeing and Autoation 1 Indutial Electical Engineeing and Autoation y i b i β Matheatical Model

More information

AC DRIVES. There are two type of AC motor Drives : 1. Induction Motor Drives 2. Synchronous Motor Drives

AC DRIVES. There are two type of AC motor Drives : 1. Induction Motor Drives 2. Synchronous Motor Drives AC DRIVES AC moto Dive ae ued in many indutial and dometic application, uch a in conveye, lift, mixe, ecalato etc. The AC moto have a numbe of advantage : Lightweight (0% to 40% lighte than equivalent

More information

Micro-Grid Simulation during Grid-Connected and Islanded Modes of Operation

Micro-Grid Simulation during Grid-Connected and Islanded Modes of Operation Mico-Gid Siulation duing Gid-Connected and Ilanded Mode of Opeation F. D. Kanello, A. I. ouchnika, N. D. Hatziagyiou, Senio Mebe, IEEE Abtact echnology evolution, envionental concen aociated with cental

More information

Thrust Control of Traction Linear Induction Motors in Switch Areas

Thrust Control of Traction Linear Induction Motors in Switch Areas Thut Contol of Taction inea Induction Moto in Switch Aea Cai-Xia Tao,Dan Zhang,Xiao i School of Autoation and Electical engineeing anzhou JiaoTong Unieity 88 Wet Anning Rd.anzhou Ganu China 0130418@tu.lzjtu.edu.cn

More information

Optimizing Voltage-Frequency Control Strategy for Single-Phase Induction Motor Drives

Optimizing Voltage-Frequency Control Strategy for Single-Phase Induction Motor Drives Poceeing of the 5th WSEAS Intenational Confeence on Application of Electical Engineeing, Pague, Czech Republic, Mach 12-14, 26 (pp84-89) Optiizing Voltage-Fequency Contol Stategy fo Single-Phae Inuction

More information

DYNAMIC REACTIVE POWER COMPENSATION FOR WIND FARMS

DYNAMIC REACTIVE POWER COMPENSATION FOR WIND FARMS DYNAMIC REACTIVE POWER COMPENSATION FOR WIND FARMS Battu Duga Sowjanya, Motukui Devika Rani 2 MTech tudent, Electical and Electonic Engineeing, PVPSiddhatha intitute of technology, AP, India 2 Aitant pofeo,

More information

Vector Control. Application to Induction Motor Control. DSP in Motion Control - Seminar

Vector Control. Application to Induction Motor Control. DSP in Motion Control - Seminar Vecto Contol Application to Induction Moto Contol Vecto Contol - Pinciple The Aim of Vecto Contol is to Oient the Flux Poducing Component of the Stato Cuent to some Suitable Flux Vecto unde all Opeating

More information

STATE ESTIMATION TECHNIQUES FOR SPEED SENSORLESS FIELD ORIENTED CONTROL OF INDUCTION MOTORS

STATE ESTIMATION TECHNIQUES FOR SPEED SENSORLESS FIELD ORIENTED CONTROL OF INDUCTION MOTORS SAE ESIMAION ECHNIQUES FOR SPEED SENSORESS FIED ORIENED CONRO OF INDUCION MOORS A HESIS SUBMIED O HE GRADUAE SCHOO OF NAURA AND APPIED SCIENCES OF HE MIDDE EAS ECHNICA UNIVERSIY BY BİA AKIN IN PARIA FUFIMEN

More information

6. The squirrel cage induction machine

6. The squirrel cage induction machine 6. The quiel cage induction achine TECHSCHE VERSTÄT Pof. A. Binde : Electical Machine and Dive 6/1 ntitut f Eletiche Enegieandlung FB 18 Squiel cage induction achine Coe quiel cage: fo big oe achine >

More information

Induction Motor Identification Using Elman Neural Network

Induction Motor Identification Using Elman Neural Network Poceedings of the 5th WSEAS Int Conf on Signal Pocessing, Robotics and Autoation, Madid, Spain, Febuay 15-17, 2006 (pp153-157) Induction Moto Identification Using Elan Neual Netwok AA AKBARI 1, K RAHBAR

More information

Speed Control of A Doubly Fed Induction Motor using Integral Plus Proportional Controller

Speed Control of A Doubly Fed Induction Motor using Integral Plus Proportional Controller Jounal of owe Electonic & owe Syte SSN: 2249-863X (Online), SSN: 232-4244 (int) Volue 7, ue 3 www.tjounal.co Speed Contol of A Doubly Fed nduction Moto uing ntegal lu opotional Contolle Al-Mayhedee Zubai,

More information

STEPS WP 1.I. Sun Vector Computation and Solar Cells Orientation for Path Planning. POLITO LIM Technical Report

STEPS WP 1.I. Sun Vector Computation and Solar Cells Orientation for Path Planning. POLITO LIM Technical Report POITO IM Sola cell oientation v.2.doc STEPS WP 1.I Sun Vecto Coputation and Sola Cell Oientation fo Path Planning POITO IM Technical Repot B. Bona,. Calone, M. Kaouk Ng CSPP IM Politecnico di Toino Veion:

More information

Perhaps the greatest success of his theory of gravity was to successfully explain the motion of the heavens planets, moons, &tc.

Perhaps the greatest success of his theory of gravity was to successfully explain the motion of the heavens planets, moons, &tc. AP Phyic Gavity Si Iaac Newton i cedited with the dicovey of gavity. Now, of coue we know that he didn t eally dicove the thing let face it, people knew about gavity fo a long a thee have been people.

More information

Solutions Practice Test PHYS 211 Exam 2

Solutions Practice Test PHYS 211 Exam 2 Solution Pactice Tet PHYS 11 Exam 1A We can plit thi poblem up into two pat, each one dealing with a epaate axi. Fo both the x- and y- axe, we have two foce (one given, one unknown) and we get the following

More information

FARADAY'S LAW. dates : No. of lectures allocated. Actual No. of lectures 3 9/5/09-14 /5/09

FARADAY'S LAW. dates : No. of lectures allocated. Actual No. of lectures 3 9/5/09-14 /5/09 FARADAY'S LAW No. of lectues allocated Actual No. of lectues dates : 3 9/5/09-14 /5/09 31.1 Faaday's Law of Induction In the pevious chapte we leaned that electic cuent poduces agnetic field. Afte this

More information

Precision Spectrophotometry

Precision Spectrophotometry Peciion Spectophotomety Pupoe The pinciple of peciion pectophotomety ae illutated in thi expeiment by the detemination of chomium (III). ppaatu Spectophotomete (B&L Spec 20 D) Cuvette (minimum 2) Pipet:

More information

SIMPLE LOW-ORDER AND INTEGRAL-ACTION CONTROLLER SYNTHESIS FOR MIMO SYSTEMS WITH TIME DELAYS

SIMPLE LOW-ORDER AND INTEGRAL-ACTION CONTROLLER SYNTHESIS FOR MIMO SYSTEMS WITH TIME DELAYS Appl. Comput. Math., V.10, N.2, 2011, pp.242-249 SIMPLE LOW-ORDER AND INTEGRAL-ACTION CONTROLLER SYNTHESIS FOR MIMO SYSTEMS WITH TIME DELAYS A.N. GÜNDEŞ1, A.N. METE 2 Abtact. A imple finite-dimenional

More information

Fuzzy Speed Regulator for Induction Motor Direct Torque Control Scheme

Fuzzy Speed Regulator for Induction Motor Direct Torque Control Scheme ACEEE Int. J. on Electical and Powe Engineeing, ol., No., Dec Fuzzy peed Regulato fo Induction Moto Diect Toque Contol cheme Jagadih H. Puja,. F. Kodad Reeach chola JNTU, Anantapu & Faculty Depatment of

More information

Investigation on the Excitation Capacitor for a Wind Pumping Plant Using Induction Generator

Investigation on the Excitation Capacitor for a Wind Pumping Plant Using Induction Generator Sat id and Renewable Enegy 211 2 116-125 doi:1.4236/ge.211.2214 Publihed Online ay 211 (http://www.scirp.og/jounal/ge) Invetigation on the Excitation Capacito fo a Wind Puping Plant Uing Induction eneato

More information

Chapter 31 Faraday s Law

Chapter 31 Faraday s Law Chapte 31 Faaday s Law Change oving --> cuent --> agnetic field (static cuent --> static agnetic field) The souce of agnetic fields is cuent. The souce of electic fields is chage (electic onopole). Altenating

More information

VLSI IMPLEMENTATION OF PARALLEL- SERIAL LMS ADAPTIVE FILTERS

VLSI IMPLEMENTATION OF PARALLEL- SERIAL LMS ADAPTIVE FILTERS VLSI IMPLEMENTATION OF PARALLEL- SERIAL LMS ADAPTIVE FILTERS Run-Bo Fu, Paul Fotie Dept. of Electical and Copute Engineeing, Laval Univesity Québec, Québec, Canada GK 7P4 eail: fotie@gel.ulaval.ca Abstact

More information

A Novel Axial Flux Stator and Rotor Dual Permanent Magnet Machine

A Novel Axial Flux Stator and Rotor Dual Permanent Magnet Machine 4 CE TRAACTIO O ELECTRICAL MACHIE AD YTEM, VOL., O., JUE 7 A ovel Axial Flux tato and Roto Dual Peanent Magnet Machine Y. C. Wang, W.. Fu, and X. J. Li Abtact A novel tuctue of axial flux tato and oto

More information

TRAVELING WAVES. Chapter Simple Wave Motion. Waves in which the disturbance is parallel to the direction of propagation are called the

TRAVELING WAVES. Chapter Simple Wave Motion. Waves in which the disturbance is parallel to the direction of propagation are called the Chapte 15 RAVELING WAVES 15.1 Simple Wave Motion Wave in which the ditubance i pependicula to the diection of popagation ae called the tanvee wave. Wave in which the ditubance i paallel to the diection

More information

Stability of Driving Systems with Induction Motors. A New Method of Analysis

Stability of Driving Systems with Induction Motors. A New Method of Analysis Stability of Diving Syte with nduction Moto. A New Method of Analyi Electoechanical aculty niveity of aiova 7 Decebal Steet, aiova, 44 OMANA enache@e.ucv.o http:www.e.ucv.o Abtact: - hi pape analyze the

More information

Induction Machine Shaft Speed Estimation using Imaginary Power

Induction Machine Shaft Speed Estimation using Imaginary Power Induction Machine Shaft Speed Etimation uing Imaginay Powe Teence Summe, Robet Eic Betz, Bendan McGath, Gaham Cliffod Goodwin School of Electical Engineeing and Compute Science Univeity of Newcatle, Callaghan,

More information

Inference for A One Way Factorial Experiment. By Ed Stanek and Elaine Puleo

Inference for A One Way Factorial Experiment. By Ed Stanek and Elaine Puleo Infeence fo A One Way Factoial Expeiment By Ed Stanek and Elaine Puleo. Intoduction We develop etimating equation fo Facto Level mean in a completely andomized one way factoial expeiment. Thi development

More information

FARADAY'S LAW dt

FARADAY'S LAW dt FAADAY'S LAW 31.1 Faaday's Law of Induction In the peious chapte we leaned that electic cuent poduces agnetic field. Afte this ipotant discoey, scientists wondeed: if electic cuent poduces agnetic field,

More information

Modelling of Induction Motor for Simulation of Internal Faults

Modelling of Induction Motor for Simulation of Internal Faults Modelling o Induction Moto o Siulation o Intenal Fault Maciej Wieczoek Intitute o Electical Powe Engineeing Wocław Univeity o echnology 5-37 Wocław, Poland aciej.wieczoek@pw.woc.pl Eugeniuz Roołowki Intitute

More information

Design Considerations of Coupling Inductance for Active Power Filters

Design Considerations of Coupling Inductance for Active Power Filters Deign Conideation of Coupling nductance fo Actie Powe Filte Ning-Yi Dai, Man-Chung Wong Depatent of Electical and Electonic Engineeing Unieity of Macau Macau, P.R. China nydai@uac.o Abtact A ethod fo calculating

More information

Eddy Currents in Permanent Magnets of a Multi-pole Direct Drive Motor

Eddy Currents in Permanent Magnets of a Multi-pole Direct Drive Motor Acta Technica Jauineni Vol. 6. No. 1. 2013 Eddy Cuent in Pemanent Magnet of a Multi-pole Diect Dive Moto G. Gotovac 1, G. Lampic 1, D. Miljavec 2 Elaphe Ltd. 1, Univeity of Ljubljana, Faculty of Electical

More information

EN40: Dynamics and Vibrations. Midterm Examination Tuesday March

EN40: Dynamics and Vibrations. Midterm Examination Tuesday March EN4: Dynaics and Vibations Midte Exaination Tuesday Mach 8 16 School of Engineeing Bown Univesity NME: Geneal Instuctions No collaboation of any kind is peitted on this exaination. You ay bing double sided

More information

Game Study of the Closed-loop Supply Chain with Random Yield and Random Demand

Game Study of the Closed-loop Supply Chain with Random Yield and Random Demand , pp.105-110 http://dx.doi.og/10.14257/astl.2014.53.24 Gae Study of the Closed-loop Supply Chain with ando Yield and ando Deand Xiuping Han, Dongyan Chen, Dehui Chen, Ling Hou School of anageent, Habin

More information

Backstepping Control of the Doubly Fed Induction Generator using Xilinx System Generator for Implementation on FPGA

Backstepping Control of the Doubly Fed Induction Generator using Xilinx System Generator for Implementation on FPGA Backstepping Contol of the Doubly Fed Induction Geneato using Xilinx Syste Geneato fo Ipleentation on FPGA Maouane El Azzaoui, Hassane Mahoudi, Chafik Ed-dahani 3,,3 Electonics Powe and Contol Tea, Depatent

More information

one primary direction in which heat transfers (generally the smallest dimension) simple model good representation for solving engineering problems

one primary direction in which heat transfers (generally the smallest dimension) simple model good representation for solving engineering problems CHAPTER 3: One-Dimenional Steady-State Conduction one pimay diection in which heat tanfe (geneally the mallet dimenion) imple model good epeentation fo olving engineeing poblem 3. Plane Wall 3.. hot fluid

More information

Improved Adaptive Flux Observer of an Induction Motor with Stator Resistance Adaptation

Improved Adaptive Flux Observer of an Induction Motor with Stator Resistance Adaptation Taek BENIOUD, Abdelhafid OARI Univeity of Science and Technology of Oan (), () Ipoved Adaptive Flux Obeve of an Induction oto with Stato Reitance Adaptation Abtact. In thi pape, an ipoved chee of adaptive

More information

t is bounded. Thus, the state derivative x t is bounded. Let y Cx represent the system output. Then y

t is bounded. Thus, the state derivative x t is bounded. Let y Cx represent the system output. Then y Lectue 3 Eaple 6.3 Conside an LI syste A Bu with a Huwitz ati A and a unifoly ounded in tie input ut. hese two facts iply that the state t is ounded. hus, the state deivative t is ounded. Let y C epesent

More information

Theorem 2: Proof: Note 1: Proof: Note 2:

Theorem 2: Proof: Note 1: Proof: Note 2: A New 3-Dimenional Polynomial Intepolation Method: An Algoithmic Appoach Amitava Chattejee* and Rupak Bhattachayya** A new 3-dimenional intepolation method i intoduced in thi pape. Coeponding to the method

More information

Sliding Mode Speed Observer for the Induction Motor Drive with Different Sign Function Approximation Forms and Gain Adaptation

Sliding Mode Speed Observer for the Induction Motor Drive with Different Sign Function Approximation Forms and Gain Adaptation Ukazuje ię od 99 oku a'3 Ogan Stowazyzenia Elektyków Polkich Wydawnictwo SIGA-O Sp. z o.o. Gzegoz ARCHAŁA, eea ORŁOWSKA-KOWALSKA Politechnika Wocławka, Intytut azyn, apędów i Poiaów Elektycznych Sliding

More information

A Simple Method to Control of Variable Speed Wind Generation System Coupled with Squirrel Cage Induction Generator

A Simple Method to Control of Variable Speed Wind Generation System Coupled with Squirrel Cage Induction Generator Austalian Jounal of Basic and Applied Sciences, 5(5): 319-328, 2011 ISSN 1991-8178 A Simple Method to Contol of Vaiale Speed Wind Geneation System Coupled with Squiel Cage Induction Geneato M. Najafi,

More information

Sensorless Control of Induction Motor Drives

Sensorless Control of Induction Motor Drives Poceeding of the IEEE, Vol. 9, No. 8, Aug., pp. 359-394 Senole Contol of Induction Moto Dive Joachim Holtz, Fellow, IEEE Electical Machine and Dive Goup, Univeity of Wuppetal 497 Wuppetal Gemany Abtact

More information

Section 25 Describing Rotational Motion

Section 25 Describing Rotational Motion Section 25 Decibing Rotational Motion What do object do and wh do the do it? We have a ve thoough eplanation in tem of kinematic, foce, eneg and momentum. Thi include Newton thee law of motion and two

More information

Development of Model Reduction using Stability Equation and Cauer Continued Fraction Method

Development of Model Reduction using Stability Equation and Cauer Continued Fraction Method Intenational Jounal of Electical and Compute Engineeing. ISSN 0974-90 Volume 5, Numbe (03), pp. -7 Intenational Reeach Publication Houe http://www.iphoue.com Development of Model Reduction uing Stability

More information

Gravity. David Barwacz 7778 Thornapple Bayou SE, Grand Rapids, MI David Barwacz 12/03/2003

Gravity. David Barwacz 7778 Thornapple Bayou SE, Grand Rapids, MI David Barwacz 12/03/2003 avity David Bawacz 7778 Thonapple Bayou, and Rapid, MI 495 David Bawacz /3/3 http://membe.titon.net/daveb Uing the concept dicued in the peceding pape ( http://membe.titon.net/daveb ), I will now deive

More information

Rigid Body Dynamics 2. CSE169: Computer Animation Instructor: Steve Rotenberg UCSD, Winter 2018

Rigid Body Dynamics 2. CSE169: Computer Animation Instructor: Steve Rotenberg UCSD, Winter 2018 Rigid Body Dynamics 2 CSE169: Compute Animation nstucto: Steve Rotenbeg UCSD, Winte 2018 Coss Poduct & Hat Opeato Deivative of a Rotating Vecto Let s say that vecto is otating aound the oigin, maintaining

More information

MATRIX CONVERTER FOR SIX PHASE INDUCTION MACHINE DRIVE SYSTEM

MATRIX CONVERTER FOR SIX PHASE INDUCTION MACHINE DRIVE SYSTEM 64 Acta Electotechnica et Infoatica Vol. 8, No., 8, 64 69 AIX CONVEE FO SIX PHASE INDUCION ACHINE DIVE SYSE Nouedde ANSOU *, Abdelade DJAHBA **, Benyoune AZAI *** * Unieity of Baha, College of Engeeg,

More information

Speed Control of a Doubly Fed Induction Motor using Fuzzy Logic Techniques

Speed Control of a Doubly Fed Induction Motor using Fuzzy Logic Techniques Intenational Jounal on Electical Engineeing and Infomatic - Volume 2, Numbe 3, 2010 Speed Contol of a Doubly Fed Induction Moto uing Fuzzy Logic Technique D. Ben Attou and Y. Bekaka Depatment of Electical

More information

Speed Control of Matrix Converter-Fed Five-Phase Permanent Magnet Synchronous Motors under Unbalanced Voltages

Speed Control of Matrix Converter-Fed Five-Phase Permanent Magnet Synchronous Motors under Unbalanced Voltages enegie Aticle Speed Contol of Matix Convete-Fed Five-Phae Pemanent Magnet Synchonou Moto unde Unbalanced Voltage Bozou Youefi 1 ID, Soodabeh Soleymani 1, *, Babak Mozafai 1 and Seid Agha Gholamian 2 1

More information

SIMULATION OF PERMANENT MAGNET SYNCHRONOUS MOTOR CONTROL SYSTEM WITH EXTENTED KALMAN FILTER

SIMULATION OF PERMANENT MAGNET SYNCHRONOUS MOTOR CONTROL SYSTEM WITH EXTENTED KALMAN FILTER 2005-2013 JAI & LLS. All ight eeved. SIMULAION OF PERMANEN MAGNE SYNCHRONOUS MOOR CONROL SYSEM WIH EXENED KALMAN FILER 1 AO XU, 2 ZHENGBIN ZHANG 1 Aoc. Pof., Depatment of Automation, Shenyang Aeopace Univeity,

More information

A Generalized Two Axes Model of a Squirrel-Cage Induction Motor for Rotor Fault Diagnosis

A Generalized Two Axes Model of a Squirrel-Cage Induction Motor for Rotor Fault Diagnosis SEBIAN JOUNAL OF ELECTICAL ENGINEEING Vol. 5, No. 1, ay 2008, 155-170 A Genealized Two Axe odel of a Squiel-Cage Induction oto fo oto Fault Diagnoi Sami Hamdani 1, Oma Touhami 2, achid Ibtiouen 2 Abtact:

More information

An Experimental Estimation of a Rotor Speed MRAS Based on ANN for Sensorless Control of IM

An Experimental Estimation of a Rotor Speed MRAS Based on ANN for Sensorless Control of IM An Expeiental Estiation of a Roto Speed MRAS Based on ANN fo Sensoless Contol of IM Kai Negadi Ibn Khaldoun Univesity, BP 78 iaet, Algeia, aboatoy of Autoatics and Systes Analysis (.A.A.S.), Depatent of

More information

( ) Physics 1401 Homework Solutions - Walker, Chapter 9

( ) Physics 1401 Homework Solutions - Walker, Chapter 9 Phyic 40 Conceptual Quetion CQ No Fo exaple, ey likely thee will be oe peanent deoation o the ca In thi cae, oe o the kinetic enegy that the two ca had beoe the colliion goe into wok that each ca doe on

More information

Physiological characteristics of heat and cold weak effects in Zakharin-Head zones

Physiological characteristics of heat and cold weak effects in Zakharin-Head zones 10 th Intenational Confeence on Quantitative InfaRed Theogaphy July 27-30, 2010, Québec (Canada) Phyiological chaacteitic of heat and cold weak effect in Zakhain-Head zone *Kuban State Univeity, Kanoda,

More information

Mathematical Model of the Three-Phase Induction Machine for the Study of Steady-State and Transient Duty Under Balanced and Unbalanced States

Mathematical Model of the Three-Phase Induction Machine for the Study of Steady-State and Transient Duty Under Balanced and Unbalanced States Chapte 1 Mathematical Model of the Thee-Phae Induction Machine fo the Study of Steady-State and Tanient Duty Unde Balanced and Unbalanced State Alecandu Simion, Leonad Livadau and Adian Munteanu Additional

More information

Rotational Kinetic Energy

Rotational Kinetic Energy Add Impotant Rotational Kinetic Enegy Page: 353 NGSS Standad: N/A Rotational Kinetic Enegy MA Cuiculum Famewok (006):.1,.,.3 AP Phyic 1 Leaning Objective: N/A, but olling poblem have appeaed on peviou

More information

Histogram Processing

Histogram Processing Hitogam Poceing Lectue 4 (Chapte 3) Hitogam Poceing The hitogam of a digital image with gay level fom to L- i a dicete function h( )=n, whee: i the th gay level n i the numbe of pixel in the image with

More information

Physics 2A Chapter 10 - Moment of Inertia Fall 2018

Physics 2A Chapter 10 - Moment of Inertia Fall 2018 Physics Chapte 0 - oment of netia Fall 08 The moment of inetia of a otating object is a measue of its otational inetia in the same way that the mass of an object is a measue of its inetia fo linea motion.

More information

Simulation of Spatially Correlated Large-Scale Parameters and Obtaining Model Parameters from Measurements

Simulation of Spatially Correlated Large-Scale Parameters and Obtaining Model Parameters from Measurements Simulation of Spatially Coelated Lage-Scale Paamete and Obtaining Model Paamete fom PER ZETTERBERG Stockholm Septembe 8 TRITA EE 8:49 Simulation of Spatially Coelated Lage-Scale Paamete and Obtaining Model

More information

A New Type of Capacitive Machine

A New Type of Capacitive Machine Enegy and Powe Engineeing, 015, 7, 31-40 Published Online Febuay 015 in SciRes. http://www.scip.og/jounal/epe http://dx.doi.og/10.436/epe.015.7003 A New Type of Capacitive achine Aie Shenkan, Saad Tapuchi,

More information

Steady State and Transient Performance Analysis of Three Phase Induction Machine using MATLAB Simulations

Steady State and Transient Performance Analysis of Three Phase Induction Machine using MATLAB Simulations Intenational Jounal of Recent Tends in Engineeing, Vol, No., May 9 Steady State and Tansient Pefomance Analysis of Thee Phase Induction Machine using MATAB Simulations Pof. Himanshu K. Patel Assistant

More information

AIRCRAFT ENGINE RESPONSE DUE TO FAN UNBALANCE AND TO THE PRESENCE OF CONSUMED GAPS IN THE ENGINE DURING THE PHASE OF WINDMILLING

AIRCRAFT ENGINE RESPONSE DUE TO FAN UNBALANCE AND TO THE PRESENCE OF CONSUMED GAPS IN THE ENGINE DURING THE PHASE OF WINDMILLING ICAS CONGRESS AIRCRAF ENGINE RESPONSE DUE O FAN UNBALANCE AND O HE PRESENCE OF CONSUMED GAPS IN HE ENGINE DURING HE PHASE OF WINDMILLING B. Benay AEROSPAIALE MARA AIRBUS 316 ouloue Cedex 3 Fance Abtact

More information

Experiment I Voltage Variation and Control

Experiment I Voltage Variation and Control ELE303 Electicity Netwoks Expeiment I oltage aiation and ontol Objective To demonstate that the voltage diffeence between the sending end of a tansmission line and the load o eceiving end depends mainly

More information

Analysis of high speed machining center spindle dynamic unit structure performance Yuan guowei

Analysis of high speed machining center spindle dynamic unit structure performance Yuan guowei Intenational Confeence on Intelligent Systems Reseach and Mechatonics Engineeing (ISRME 0) Analysis of high speed machining cente spindle dynamic unit stuctue pefomance Yuan guowei Liaoning jidian polytechnic,dan

More information

Performance of a Sensorless Speed Control for Induction Motor Using DTFC strategy and Intelligent Techniques

Performance of a Sensorless Speed Control for Induction Motor Using DTFC strategy and Intelligent Techniques A. ABBOU H. MAHMOUDI J. Electical Sytem 3-5.6(29): 64-8 Regula pape Pefomance of a Senole Speed Contol fo Induction Moto Uing DFC tategy and Intelligent echnique In hi pape, the autho popoe a Senole Diect

More information

( ) rad ( 2.0 s) = 168 rad

( ) rad ( 2.0 s) = 168 rad .) α 0.450 ω o 0 and ω 8.00 ω αt + ω o o t ω ω o α HO 9 Solution 8.00 0 0.450 7.8 b.) ω ω o + αδθ o Δθ ω 8.00 0 ω o α 0.450 7. o Δθ 7. ev.3 ev π.) ω o.50, α 0.300, Δθ 3.50 ev π 7π ev ω ω o + αδθ o ω ω

More information

Tidal forces. m r. m 1 m 2. x r 2. r 1

Tidal forces. m r. m 1 m 2. x r 2. r 1 Tidal foces Befoe we look at fee waves on the eath, let s fist exaine one class of otion that is diectly foced: astonoic tides. Hee we will biefly conside soe of the tidal geneating foces fo -body systes.

More information

Orbital Angular Momentum Eigenfunctions

Orbital Angular Momentum Eigenfunctions Obital Angula Moentu Eigenfunctions Michael Fowle 1/11/08 Intoduction In the last lectue we established that the opeatos J Jz have a coon set of eigenkets j J j = j( j+ 1 ) j Jz j = j whee j ae integes

More information

γ from B D(Kπ)K and B D(KX)K, X=3π or ππ 0

γ from B D(Kπ)K and B D(KX)K, X=3π or ππ 0 fom and X, X= o 0 Jim Libby, Andew Powell and Guy Wilkinon Univeity of Oxfod 8th Januay 007 Gamma meeting 1 Outline The AS technique to meaue Uing o 0 : intoducing the coheence facto Meauing the coheence

More information

CHAPTER 17. Solutions for Exercises. Using the expressions given in the Exercise statement for the currents, we have

CHAPTER 17. Solutions for Exercises. Using the expressions given in the Exercise statement for the currents, we have CHATER 7 Slutin f Execie E7. F Equatin 7.5, we have B gap Ki ( t ) c( θ) + Ki ( t ) c( θ 0 ) + Ki ( t ) c( θ 40 a b c ) Uing the expein given in the Execie tateent f the cuent, we have B gap K c( ωt )c(

More information

Section 26 The Laws of Rotational Motion

Section 26 The Laws of Rotational Motion Physics 24A Class Notes Section 26 The Laws of otational Motion What do objects do and why do they do it? They otate and we have established the quantities needed to descibe this motion. We now need to

More information

LC transfer of energy between the driving source and the circuit will be a maximum.

LC transfer of energy between the driving source and the circuit will be a maximum. The Q of oscillatos efeences: L.. Fotney Pinciples of Electonics: Analog and Digital, Hacout Bace Jovanovich 987, Chapte (AC Cicuits) H. J. Pain The Physics of Vibations and Waves, 5 th edition, Wiley

More information

Then the number of elements of S of weight n is exactly the number of compositions of n into k parts.

Then the number of elements of S of weight n is exactly the number of compositions of n into k parts. Geneating Function In a geneal combinatoial poblem, we have a univee S of object, and we want to count the numbe of object with a cetain popety. Fo example, if S i the et of all gaph, we might want to

More information

Model Predictive Control of Induction Motor with Delay Time Compensation: An Experimental Assessment

Model Predictive Control of Induction Motor with Delay Time Compensation: An Experimental Assessment Model Pedictive Contol of Induction Moto with Delay Time Compenation: An Expeimental Aement Mulem Uddin, Saad Mekhilef, Mutuo Nakaoka Powe Electonic and Renewable Enegy Reeach aboatoy (PEAR), Depatment

More information

rad / sec min rev 60sec. 2* rad / sec s

rad / sec min rev 60sec. 2* rad / sec s EE 559, Exa 2, Spig 26, D. McCalley, 75 iute allowed. Cloed Book, Cloed Note, Calculato Peitted, No Couicatio Device. (6 pt) Coide a.5 MW, 69 v, 5 Hz, 75 p DFG wid eegy yt. he paaete o the geeato ae give

More information

Optimum Settings of Process Mean, Economic Order Quantity, and Commission Fee

Optimum Settings of Process Mean, Economic Order Quantity, and Commission Fee Jounal of Applied Science and Engineeing, Vol. 15, No. 4, pp. 343 352 (2012 343 Optiu Settings of Pocess Mean, Econoic Ode Quantity, and Coission Fee Chung-Ho Chen 1 *, Chao-Yu Chou 2 and Wei-Chen Lee

More information