The amended standard C a and its implications for frequency-tracking M-class Phasor Measurement Units (PMUs)

Size: px
Start display at page:

Download "The amended standard C a and its implications for frequency-tracking M-class Phasor Measurement Units (PMUs)"

Transcription

1 Rosco, Andrw and Dickrson, Bill and artin, Knnth (014) h amndd standard C a and its implications or rquncytracking -class phasor masurmnt units (PUs). In: IEEE Applid asurmnts or Powr Systms (APS 014), , his vrsion is availabl at Strathprints is dsignd to allow usrs to accss th rsarch output o th Univrsity o Strathclyd. Unlss othrwis xplicitly statd on th manuscript, Copyright and oral Rights or th paprs on this sit ar rtaind by th individual authors and/or othr copyright ownrs. Plas chck th manuscript or dtails o any othr licncs that may hav bn applid. You may not ngag in urthr distribution o th matrial or any proitmaking activitis or any commrcial gain. You may rly distribut both th url ( and th contnt o this papr or rsarch or privat study, ducational, or not-or-proit purposs without prior prmission or charg. Any corrspondnc concrning this srvic should b snt to th Strathprints administrator: strathprints@strath.ac.uk h Strathprints institutional rpository ( is a digital archiv o Univrsity o Strathclyd rsarch outputs. It has bn dvlopd to dissminat opn accss rsarch outputs, xpos data about thos outputs, and nabl th managmnt and prsistnt accss to Strathclyd's intllctual output.

2 h amndd standard C a and its implications or rquncy-tracking -class Phasor asurmnt Units (PUs) Andrw J. Rosco Dpartmnt o Elctronic and Elctrical Enginring Univrsity o Strathclyd Glasgow, UK Andrw.J.Rosco@strath.ac.uk Bill Dickrson Arbitr Systms Paso Robls, CA, USA Knnth E. artin Elctric Powr Group Portland, OR, USA Abstract h nw amndmnt to th Phasor asurmnt Unit (PU) standard C a maks svral signiicant changs, compard to th standard C (011). his papr highlights som o th most important changs, with a particular mphasis applid to how thos changs rlat to th way that a rquncy-tracking PU (Phasor asurmnt Unit) algorithm nds to b dsignd. In particular, thr is a dlicat trad-o btwn passband latnss (th bandwidth tst) and stopband rjction in th Out-O-Band (OOB) tst. or a PU algorithm using rquncy-tracking and adaptiv iltrs, it is shown that passband latnss can b rlaxd to about.5db, but that th stopband nds to bgin up to 14.8% closr to 0 Hz than or a ixd-iltr PU. his is partly du to th xact procdurs o th C a OOB tsting, and partly du to th adaptiv natur o a rquncy-tracking PU iltr sction. Kywords Powr systm masurmnts, ourir transorms, rquncy masurmnt, Powr systm aults, Phas stimation, Powr systm stat stimation, Powr systm paramtr stimation A () r S 0 H I. ABLE O NOENCLAURE Amplitud o intrharmonic (pu) Basband iltr rspons Bandwidth rquird Rporting Rat (Hz) undamntal rquncy (Hz) Nominal rquncy (Hz) Intrharmonic rquncy (Hz) odulation rquncy (Hz) und rquncy or a tracking PU (Hz) Pr-unit inrtia (s) odulation dpth (pu) II. INRODUCION h prsnt standard IEEE C was issud in 011 [1] and prsntd a signiicant chang rlativ to th 005 standard. Spciically, dynamic rquirmnts such as bandwidth, rspons tim, dlay tim, latncy, and rquncy ramps wr addd. hs ar tstd by applying amplitud and phas modulatd signals, amplitud and phas stps, and rquncy ramps. Howvr, ovr th past yars som issus hav bn idntiid with th C (011) standard. hs ar addrssd with a nw amndmnt C a. In sction III, som obsrvations concrning rquirmnts/limits in C a ar mad, rom an application standpoint. Howvr, th main ocus o this papr is on th updatd rquirmnts or th bandwidth and Out-O-Band intrrnc (OOB) tsts, and th implications or -class Phasor asurmnt Unit (PU) dsign. h xact way ths tsts ar carrid out, and thir statd limits, dins th way that iltring must b dsignd and implmntd. In particular, it is shown in this papr that rquird iltr masks ar dirnt or ixd-iltr and rquncy-tracking dvics. In both implmntations a quadratur oscillator is usd to dcod th phasor componnts rom th AC signal using a htrodyn procss. h ixd iltr dsign kps th quadratur oscillator at th nominal systm rquncy, 0 whr th rquncy tracking iltr adjusts th quadratur oscillator to th actual systm rquncy. Whil a viabl mask or ixd-iltr dvics is givn in [], a rquncy-tracking PU with adaptiv iltring rquirs a dirnt iltr mask to comply with th standard. Equations dvlopd in this papr allow such a mask to b cratd. III. HE REERENCE ALGORIH AND APPLICAION REQUIREENS Within C , and C a, a Rrnc PU algorithm dsign is prsntd. It is important to not that th standard stats It is givn or inormation purposs only, and dos not imply bing th only (or rcommndd) mthod or stimating synchrophasors. Its purpos is to stablish common ground or undrstanding prormanc rquirmnts and conirming thir achivability. h rrnc modl achivs his is a postprint o a papr submittd to and prsntd at th IEEE Intrnational workshop on Applid asurmnts or Powr Systms (APS), 014 [ and is subjct to IEEE copyright.

3 what it stats abov, but is not usd in any commrcial PUs to our knowldg. Prsntly, C a contains a sris o tsts with limits that can b complid with by th major PU manuacturrs, and also th Rrnc algorithm. his has rquird a crtain dgr o compromis in som aras. h tsts and limits rlct prormanc achivabl by both th Rrnc algorithm and all o th prsnt major manuacturr s dvics. h tsts and limits do not ncssarily rlct prsnt o utur application rquirmnts, partly bcaus ths ar not yt wll quantiid by th industry. I. CANDIDAE ALGORIH DESIGNS A myriad o compting PU algorithms hav bn proposd in litratur and ar apparing within actual PUs. Som usd ixd iltrs which rmain cntrd on th nominal rquncy. Such algorithms includ th C a Rrnc, Last Squars [3] or aylor ourir ransorm [4], and th Intrpolatd D [5] approachs. hs approachs gnrally sur rom dgradd prormanc as rquncy dviats rom nominal. Othr algorithms us rquncy-tracking, so that th algorithm tuns itsl to constantly track th moving undamntal [6] [7] [8] [9]. his tnds to dcras rrors whn rquncy is o-nominal. I th iltrs ar carully dsignd, th iltr notchs (zros) can also b movd to track harmonics, and vn intr-harmonics i thir rquncy is known [9]. ost proposd algorithms us symmtric IR windows sinc ths most asily mt th C a rspons and dlay tims. Howvr, [9] proposs th us o Kalman iltring which is ssntially an IIR tchniqu. any modrn PUs actually prorm signiicantly bttr than th C a limits.. -CLASS ILER LANESS AND BANDWIDH h bandwidth tst is changd undr C a. Prviously thr wr two tsts: on with amplitud modulation only, and on with amplitud and phas modulation coincidntally. h combination o amplitud and phas modulation in C mad it diicult to idntiy problms du to signal procssing in this tst, as th cts could somtims occur dstructivly or constructivly and in complx non-linar mannrs [10]. So, th amplitud and phas modulations ar now applid sparatly in two squntial tsts: with 0.1 pu amplitud and thn 0.1 rad modulation applid. h rquird bandwidth o th PU is st by a valu r, calculatd as r = S /5 ( S =rporting rat), but clippd to a maximum valu o 5 Hz. h maximum allowabl E (otal ctor Error) during this tst is st at 3% and it is intrsting to analys what this actually mans. Whn th 0.1 pu amplitud or 0.1 rad phas modulation is applid to a 1 pu undamntal at nominal rquncy 0, th tru phasor should oscillat about th nominal (1+0j) point as shown in ig. 1. h lngth o trajctory or a 0.1 rad disturbanc is almost idntical to th lngth or a 0.1 pu amplitud disturbanc sinc sin() whn is small. A small phas modulation can thror b analysd in th sam way as an amplitud modulation. ig. 1 Phasor oscillation during th bandwidth tst So, ignoring th ixd undamntal componnt at (1+0j) which is assumd to b accuratly masurd, th actual vctor dviation xpctd in th prsnc o ithr amplitud or phas modulation can b valuatd by th ollowing procss: h vctor dviation rom (1+0j) will hav a orm: j t j t (1) whr =0.1 is th modulation dpth, and is th modulation rquncy, which can b a maximum o r. h two conjugat phasors rprsnt phasors which add togthr to giv th straight-lin trajctoris o ig. 1. Whn th wavorm is masurd, ths dviations will b attnuatd by th iltr. h masurd vctor will appar as: j t j t as () whr ( ) rprsnts th basband IR iltr rspons. h dirnc btwn ths last two quations rvals th xpctd masurmnt rror: E j t j t 1 1 as Now, or any IR iltr having only ral wights: * (4) and also by stting a as a unit phasor: t j E 1 a * 1 a * (5) so: E a 1 a * (3) 1 (6) and it can b rcognisd that th sum o ths conjugats quals th ral part o thir sum, and will orm an oscillating E btwn zro and a maximum valu. E R 1 a (7) inally, assuming that th iltr is symmtric about th timstamp (t=0) in th tim domain, th phas o th rspons his is a postprint o a papr submittd to and prsntd at th IEEE Intrnational workshop on Applid asurmnts or Powr Systms (APS), 014 [ and is subjct to IEEE copyright.

4 o ( ) is zro or all and so ( ) can b rgardd as ral, not complx. h maximum rror at any instant in (7) will b: E 1 (8) ax hror, th constraints on th gain ( ) can b drivd, E Limit 1 (9) inally, r-ordring and substituting or =0.1, E Limit =0.03 (3%), this rvals: ,i (10) his mans that th gain o th iltr at th dg o th PU bandwidth ( = r ) must b no lowr than dB. his 3dB igur is not xplicitly statd in th C txt, but a rcnt NIS prsntation alluds to this igur [10], as dos [11], and th 3dB point is a convntional way to dscrib bandwidth. Knowldg o this rlationship is vry usul or PU dsign. or a givn iltr window lngth, a rlaxd latnss rquirmnt can allow an nhancd attnuation dpth outsid th passband, and this has clar bnits or broadband harmonic, intr-harmonic and nois rjction. An asymmtric iltr, such as a Kalman iltr as proposd in [9], will hav a non-zro phas ( ) and so th gain at th band dg may nd to b highr than -3dB or such a iltr, to satisy (9)-(10). In othr scnarios whr amplitud and phas modulation occurs togthr, th vctor dviation may b xtrmly complx du to non-linar intrations causd by non-uniorm iltr window wights. I by som chanc th dviation occurs in a in a prct circular trajctory, thn th analysis is simplr: j t (11) as j t (1) as j t 1 E (13) E 1a (14) In this cas th E will b constant at th sam maximum valu as ound in (7). A. Bandwidth in th Rrnc algorithm h Rrnc algorithm in C a uss a latnss mask in th passband o ±0.043dB as part o its iltr dsign procss (ig. 3). his valu coincids with an rror o 0.5% in absolut amplitud calibration. By using such a lat iltr, as th undamntal rquncy varis ovr th passband, no xtra amplitud calibration nds to b calculatd or th digital iltr rspons, in ordr to mt a E o 1%. his maks ral-tim computation asir within th Rrnc algorithm, but, as was shown abov, a latnss o ±0.043dB is ar tightr than is rquird to pass th bandwidth tst, in trms o E. B. Bandwidth in a rquncy-tracking or rquncycompnsatd algorithm. I th iltr amplitud rspons is known and can b xprssd mathmatically using a ittd unction or a lookup tabl, thn th o-nominal iltr gain can b accountd or, using th masurd rquncy valu. his could b calld a rquncy-compnsatd PU. Altrnativly, and additionally, i th quadratur oscillator [1] [7] tracks th masurd undamntal rquncy, so that th undamntal input rquncy to th IR iltrs is always movd towards 0 Hz, thn th dviation o th iltr gain rom unity is minimisd, vn during o-nominal rquncy. his is a rquncy-tracking PU [7] [8]. Combining both approachs can lad to vry low valus o stady-stat E as th undamntal rquncy changs, but allows a rlaxation o th latnss rom ±0.043dB to narly th 3dB igur drivd abov. In practic, it is ound that stting a targt iltr gain o about -.5dB lads to accptabl rsults in th bandwidth tst, with highst E rsults in th rgion o.3-.75%. his margin givs a vry low risk o unxpctd complianc ailurs du to ADC rsolution or nois sinc ths tsts ar don with 1pu signals and all th modulatd signal is in th passband. C. rquncy and ROCO during bandwidth tsts h original E (rquncy Error) and RE (Rat o chang o rquncy Error) limits during bandwidth tsting, or C (011) wr as shown in ABLE I. hs prsntd a highly quantisd E and RE prormanc which jumpd suddnly at th S =0 Hz boundary. ABLE I. Bandwidth rror limits - C (011) [1] h problm with that quantisation was that an -class PU with a rporting rat ( S ) o 15-0 Hz has quit a long window to mt OOB rquirmnts, with high attnuation at th stop-band which bgins at S /. But th bandwidth o such low-rporting-rat PU s riss proportionatly with r = S /5 (ig. ). By contrast, PUs with S 5 hav thir bandwidth cappd at r =5 Hz (ig. ). So, as rporting rat riss rom S =10 Hz towards S =5, initially E and RE tnd to incras as th bandwidth r incrass. But, as S riss byond 5 Hz, th dominant ct is or a dcras in E and a stady-stat or slightly dcrasing RE, bcaus r is cappd at 5 Hz and th iltr gain can b incrasd towards 0 db at r. ig. shows th rquird bandwidth r (lt-hand Y axis) and xampl E rsults (right-hand Y axis) rom a C a-compliant rquncy-tracking algorithm, or all valid S suitabl or 50 or 60 Hz systms. his highlights th problm with th C limits, or S =10 to S =0 Hz PUs. his issu has bn rsolvd in C a, by a nw tabl (ABLE II) which allows E and RE to ris proportionatly or low valus o S, as bandwidth riss, but thn E and RE ar cappd at uppr valus. By xtnding th mathmatical analysis o (1)-(10) it would b possibl to mathmatically his is a postprint o a papr submittd to and prsntd at th IEEE Intrnational workshop on Applid asurmnts or Powr Systms (APS), 014 [ and is subjct to IEEE copyright.

5 justiy th nw valus, but ig. shows that th nw C a E valus ar crtainly achivabl with iltr gain at th band dg st clos to th limit at -.5dB. Exampl rsults rom tsting both a rquncy-tracking and ixd-iltr (Rrnc) PU ar shown. Corrsponding RE rsults tll a similar story. ABLE II. Bandwidth rror limits - C a [] th tund rquncy. (or a ixd-iltr PU = 0, and or a tracking PU ). ig. 3 iltr mask or th C a Rrnc algorithm [] I an intrharmonic o amplitud A applid at rquncy, whil th undamntal signal has amplitud 1pu at rquncy. ig.. rquncy Error (E) xampl undr bandwidth tsts I. OU O BAND (OOB); SOP-BAND REJECION h othr major chang in C a is within th OOB tst, and rquirs grat car in th iltr dsign. In th original C , th mphasis was on achiving a 1.3% E rsult whn th 10% OOB intrharmonics wr applid. his corrspondd to a 0dB stop-band rjction, which dind th original Rrnc algorithm mask. Howvr, C also containd OOB E and RE limits which could not mt by its Rrnc algorithm, with just 0dB stopband rjction. In C a, th OOB RE limit has bn suspndd. But, th OOB E limit o 0.01 Hz has bn rtaind. his is signiicant bcaus it rquirs >0 db o stopband rjction. It is now th OOB E limit, not th 1.3% E limit, which dins th iltr mask. h nw mask or th Rrnc algorithm is shown in ig. 3. o achiv th incrasd stopband rjction, using th Rrnc algorithm, rquirs longr tim windows and slightly adjustd iltrs compard to thos givn in C his has, in turn, rquird longr (rlaxd) rspons and latncy limits to b applid in C a. any PUs may xhibit signiicantly shortr rsponss and latncis than th C a limits. A. Dtrmining th rquird OOB iltr rjction It is possibl to calculat th rquird basband iltr rjction (), which is a unction o rquncy sparation rom A jt j t in (15) Whn th htrodyning with th quadratur oscillator and thn iltring () ar applid, with both tund to xpct an undamntal rquncy, th prcivd masurmnt vctor at th iltr output will consist o th dominant undamntal with a magnitud 1pu, upon which is suprimposd anothr trajctory, which will in th worst cas will b circular, similarly to (11). j t jt j t Htrodyn d A (16) Htrodyn d as as t j t j A j t j t A j t j t A (17) (18) (19) Assuming that iltr gain (- ) is almost unity, th masurmnt rror is du to th scond trm. rquncy rror can b valuatd by xamining th worst-cas ct o this on th phas o th (othrwis stady) phasor as whr: as as j as t j t (0) 1 A (1) It can b sn that as consists o a small circular rror trajctory cntrd on th point (1+0j). h ct on rquncy masurmnt is dtrmind by th maximum rat o chang o phas rror : as () h biggst rat o chang o will occur whn at th closst approach o as to th origin (0+0j), whn ( -)t =. At this instant as has its lowst magnitud, with a valu o ((1-A( -))+0j) but also has its maximum vlocity paralll to th j axis: -( -)A( - ) s -1. hror, his is a postprint o a papr submittd to and prsntd at th IEEE Intrnational workshop on Applid asurmnts or Powr Systms (APS), 014 [ and is subjct to IEEE copyright.

6 th maximum magnitud o th rat o chang o phas rror is: d A dt ax 1 A d 1 E ax and thror: dt ax E (3) (4) ax (5) A E ax Sinc E ax = 0.01 Hz, and th closst OOB rquncy or th S =10 Hz PU is 5 Hz, E ax << - and so th ollowing approximation is valid: E ax (6) A his dins th highst iltr gain which can possibly satisy th OOB tst. In practic, to allow a saty margin or nois, Ectiv Numbr o Bits (ENOB) o ADC rsolution tc., it is snsibl to allow rduc this igur by 3dB. 3 E ax 0 10 (7) A Howvr, th way that (7) nds to b valuatd is dirnt or ixd-iltr and rquncy-tracking PUs, as is th rang o valus o which should in thory b applid to validat th prormanc. B. ixd-iltr algorithms or any intrharmonic such as lickr at rquncy, th rippl rquncy o rror at th PU output, du to th htrodyning procss, is givn by: rippl (8) h aim o th C a OOB tst is to vriy a iltr stopband which limits any masurmnt rippls with rquncis >= S /. hror: S (9) or ixd-iltr PUs such as th Rrnc algorithm, = 0 always, and so: S ixd iltr stopband : 0 (30) his matchs xactly with th C a OOB tst, whr th stopband is dind xactly as (30). C a tsting applis (30) but only varis undamntal rquncy ovr a rducd rang compard to th whol valid rang ( 0 ± r ): S rang : 0 0 S (31) 0 0 or ixd-iltr dvics, on th lt hand sid (LHS) o (7), th mask always rrs to ( - 0 ). But, on th right hand sid (RHS), thr is a worst cas during C a tsting whr ( -) rachs ( S /+ S /0) = 11 S /0, i.. a 10% incras rom S /. his 10% incras mans that th gain () nds to b 0*log(1.1)=0.83dB rducd rom a valu obtaind via a mor naïv analysis by (or xampl, and incorrctly): 3 E ax (3) A 0 Carul valuation o (7), in th abov coniguration, lads to th mask givn or th C a Rrnc algorithm. C. rquncy-tracking algorithms h ct and analysis o intrharmonics within a rquncy-tracking dvic is dirnt. In such a dvic, = i th algorithm is tracking corrctly. hror, to din th rquird stopband rom (8) and (9): racking stopband : S (33) Equation (33) implis that a dirnt rgim rom (30) should idally b usd to tst a rquncy-tracking dvic. h dirnc btwn (30) and (33) is small whn 0 but bcoms signiicant as th undamntal rquncy dviats rom nominal. h actual C a tst applis th rgim in (30) and (31). h issu hr is that th lowst rippl rquncy apparing atr th htrodyning during th tst rgim is givn by (8) with (as a worst-cas xampl) = = ( 0 + S /0) Hz and = ( 0 + S /) Hz. his rquirs a stopband width o only 9 S /0 Hz, which is 10% narrowr than th stopband rquird using a ixd-iltr dvic to pass th sam tst. hror, it is hardr or a rquncy-tracking algorithm to pass th C a OOB tst than or a ixd-iltr algorithm to. h iltr has to b mor aggrssivly dsignd to achiv stopband cuto at a basband iltr rquncy which is 10% lowr than th quivalnt ixd-iltr dsign. aking us o th availabl ~.5 db iltr latnss rlaxation is on way to try and achiv this mor aggrssiv cuto. Notic that i th tsting rgim was changd to (33) or th rquncy-tracking dvic, this 10% narrowing would no longr b rquird. Also, in that cas, th ull valid undamntal input rquncy rang ( 0 ± r ) (and potntially much widr) could b tstd, using th sam basband iltr dsign, and th sam 0.01 Hz E might still b attaind, or narly attaind (but s sction D blow). h rquird attnuation can again b valuatd by (7). or a rquncy-tracking PU, = i th algorithm is tracking corrctly. his mans thr is no dviation btwn th rquncis on th LHS and RHS o (7) and th 0.83 db actor is not rquird. In act, th gain o th iltr can b 0.9 db highr at th lowst rquird rquncy ( - ), than th simplistic analysis o (3) suggsts, sinc ( -) is also rducd by a actor 0.9 at th sam critical point. his works slightly in avour o th tracking PU during th OOB tst, but his is a postprint o a papr submittd to and prsntd at th IEEE Intrnational workshop on Applid asurmnts or Powr Systms (APS), 014 [ and is subjct to IEEE copyright.

7 not nough to balanc th diiculty introducd by th 10% stopband rduction. D. Accounting or adaptiv iltr shortning hr is a urthr complication or tracking algorithms, which is that th ntir iltr window dsign may adapt linarly to bcom shortr as th masurd undamntal rquncy incrass (to track th iltr notchs with th harmonics). racking algorithms such as [7] [8] all into this catgory. his will xpand th iltr rquncy rspons proportionatly. hror, whn dsigning such an adaptiv iltr or th baslin 0 cas, th mask window width in rquncy may nd to b urthr rducd by a proportional actor o: Adaptiv askwidth actor 0 0 (34) 0 Othrwis, a tracking PU will likly ail an OOB tst whn = ( 0 + S /0). Exampls o th actor in (34) ar 0.99 (a 1% rduction) or S =10 Hz and 0.95 (a 4.8% rduction) or S =50 Hz, with 0 =50 Hz. his rduction is not du to th C a tst procss rgim, but is inhrnt in a rquncytracking dvic with such adaptiv iltrs. II. OERALL EECS ON HE ILER ASK OR REQUENCY-RACKING ALGORIHS h total ct is that th width o th stopband mask or a rquncy-tracking algorithm is rducd by btwn 11% and 14.8% compard to th mask or a ixd iltr, whn th iltr is dsignd at 0 and th C a OOB tst procdur is to b applid. As an xampl, ig. 4 shows th masks and iltr nvlops or th C a Rrnc algorithm, and a C a-compliant tracking algorithm, in th = 0 = S = 50 Hz cas. h mask rquncy-width rductions rquird or th tracking iltr (10%+4.8%) hav bn indicatd, showing how th mask stopband bgins almost 15% closr to th passband than S /. Both masks ar calculatd using (7) and th procdurs o sction I B and I C. ig. 4 Exampl o iltr nvlops and masks or th Rrnc algorithm, and a C a-compliant tracking algorithm. = 0 = S = 50 Hz. S III. CONCLUSIONS h nw standard C a-014 is a usul amndmnt to C h Rrnc algorithm within C a is now compliant, as wll as PUs rom most (i not all) major PU manuacturrs. hr ar som aras whr, rom an application prspctiv, limits (particularly RE) would idally b tightnd or additional scnarios tstd, but this rally rquirs a gratr ngagmnt btwn th PU usr community and th C a standard committ, to agr on ralistic conditions, vidnc, xpctations and limits. Implmnting a good iltr and algorithm rquirs a carul balanc btwn, in particular, th bandwidth and OOB tsts. hs tsts hav both altrd undr C a. hortical drivations in this papr, backd up with C a tsts in a simulatd nvironmnt, show that th passband latnss can b rlaxd to about.5db or a rquncy-compnsatd or rquncy-tracking PU. In ths PUs, th rducd latnss can b tradd o, in ordr to provid a astr cuto to th stopband and a dpr broadband stopband rjction. iltr masks or both ixd-iltr and rquncy-tracking dvics hav bn drivd. h mask dining th bginning o th stopband nds to b up to 14.8% narrowr or a rquncytracking PU than or a ixd-iltr PU. his is partly du to th xact way that th prsnt OOB tst is conductd, and partly du to th inhrnt rquncy-tracking proprty. REERENCES [1] IEEE, "IEEE Standard or Synchrophasor asurmnts or Powr Systms," C , 011. [] IEEE, "IEEE Standard or Synchrophasor asurmnts or Powr Systms -- Amndmnt 1: odiication o Slctd Prormanc Rquirmnts " C a-014, 014. [3] D. Blga and D. Ptri, "Prormanc o Synchrophasor asurmnts Providd by th Wightd Last Squars Approach," in IEEE IC 013, innapolis, 013, pp [4] P. Castllo,. Lixia, C. uscas, and P. A. Pgoraro, "Adaptiv aylor- ourir synchrophasor stimation or ast rspons to changing conditions," 01 IEEE Intrnational Instrumntation and asurmnt chnology Conrnc (Imtc), pp , 01. [5] D. Blga and D. Ptri, "Accuracy Analysis o th ulticycl Synchrophasor Estimator Providd by th Intrpolatd D Algorithm," IEEE ransactions on Instrumntation and asurmnt, vol. 6, pp , ay 013. [6] J. A. D. Srna, "Synchrophasor Estimation using Prony s thod," IEEE ransactions on Instrumntation and asurmnt, vol. 6, 013. [7] A. J. Rosco, I.. Abdulhadi, and G.. Burt, "P and Class Phasor asurmnt Unit Algorithms using Adaptiv Cascadd iltrs," IEEE ransactions on Powr Dlivry, vol. 8, pp , 013. [8] A. J. Rosco, "Exploring th rlativ prormanc o rquncy-tracking and ixd-iltr Phasor asurmnt Unit algorithms undr C tst procdurs, th cts o intrharmonics, and initial attmpts at mrging P class rspons with class iltring," IEEE ransactions on Instrumntation and asurmnt, vol. 6, pp , 013. [9] I. Kamwa, S. R. Samantaray, and G. Joos, "Wid rquncy Rang Adaptiv Phasor and rquncy PU Algorithms," IEEE ransactions on Smart Grid, vol. 5, 014. [10] National Institut o Standards and chnology (NIS), "Lssons larnd rom th NIS assssmnt o PUs," 014 Availabl: accssd ay 014. [11] K. E. artin, B. Kasztnny,. G. Adamiak, G. Antonova,. Bgovic, t al., "Synchrophasor asurmnts undr th IEEE Standard C with amndmnt C a," IEEE ransactions on Powr Dlivry, In Rviw. his is a postprint o a papr submittd to and prsntd at th IEEE Intrnational workshop on Applid asurmnts or Powr Systms (APS), 014 [ and is subjct to IEEE copyright.

DETERMINATION OF ELECTRONIC DISTANCE MEASUREMENT ZERO ERROR USING KALMAN FILTER

DETERMINATION OF ELECTRONIC DISTANCE MEASUREMENT ZERO ERROR USING KALMAN FILTER Europan Scintific Journal Sptmbr 24 dition vol., No.27 ISSN: 87 788 (rint) - ISSN 87-743 DETERMINATION OF ELECTRONIC DISTANCE MEASUREMENT ZERO ERROR USING KALMAN FILTER Onuwa Owuashi, hd Dpartmnt of Goinformatics

More information

Lab 12. Speed Control of a D.C. motor. Controller Design

Lab 12. Speed Control of a D.C. motor. Controller Design Lab. Spd Control of a D.C. motor Controllr Dsign Motor Spd Control Projct. Gnrat PWM wavform. Amplify th wavform to driv th motor 3. Masur motor spd 4. Masur motor paramtrs 5. Control spd with a PD controllr

More information

90 and 180 Phase Shifter Using an Arbitrary Phase-Difference Coupled-line Structure

90 and 180 Phase Shifter Using an Arbitrary Phase-Difference Coupled-line Structure This articl has bn accptd and publishd on J-STAGE in advanc of copyditing. Contnt is final as prsntd. IEICE Elctronics Exprss, Vol.* No.*,*-* 90 and 80 Phas Shiftr Using an Arbitrary Phas-Diffrnc Coupld-lin

More information

3G Evolution. OFDM Transmission. Outline. Chapter: Subcarriers in Time Domain. Outline

3G Evolution. OFDM Transmission. Outline. Chapter: Subcarriers in Time Domain. Outline Chaptr: 3G Evolution 4 OFDM Transmission Dpartmnt of Elctrical and Information Tchnology Johan Löfgrn 2009-03-19 3G Evolution - HSPA and LTE for Mobil Broadband 1 2009-03-19 3G Evolution - HSPA and LTE

More information

Theory and Proposed Method for Determining Large Signal Return Loss or Hot S22 for Power Amplifiers Using Phase Information

Theory and Proposed Method for Determining Large Signal Return Loss or Hot S22 for Power Amplifiers Using Phase Information Thory and Proposd Mthod for Dtrmining arg Signal Rturn oss or Hot S for Powr Amplifirs Using Phas Information Patrick Narain and Chandra Mohan (Skyworks Solutions, Inc.) Introduction: Powr amplifirs (s)

More information

Logic Design 2013/9/26. Outline. Implementation Technology. Transistor as a Switch. Transistor as a Switch. Transistor as a Switch

Logic Design 2013/9/26. Outline. Implementation Technology. Transistor as a Switch. Transistor as a Switch. Transistor as a Switch 3/9/6 Logic Dsign Implmntation Tchnology Outlin Implmntation o logic gats using transistors Programmabl logic dvics Compl Programmabl Logic Dvics (CPLD) Fild Programmabl Gat Arrays () Dynamic opration

More information

RECOMMENDATION ITU-R M.1828

RECOMMENDATION ITU-R M.1828 Rc. ITU-R M.188 1 RECOMMENDATION ITU-R M.188 Tchnical and oprational rquirmnts for aircraft stations of aronautical mobil srvic limitd to transmissions of tlmtry for flight tsting in th bands around 5

More information

Polyphase Modulation Using a FPGA for High-Speed Applications

Polyphase Modulation Using a FPGA for High-Speed Applications Polyphas Modulation Using a FPGA or High-Spd Applications Fbruary 008, vrsion.0 Application ot 5 Introduction Polyphas Modulation This application not rviws and analys a polyphas modulation schm that gnrats

More information

Low Cross-Polarization Slab Waveguide Filter for Narrow-Wall Slotted Waveguide Array Antenna with High Gain Horn

Low Cross-Polarization Slab Waveguide Filter for Narrow-Wall Slotted Waveguide Array Antenna with High Gain Horn Intrnational Confrnc on Mchatronics Enginring and Information Tchnology (ICMEIT 2016) Low Cross-Polarization Slab Wavguid Filtr for Narrow-Wall Slottd Wavguid Array Antnna with High Gain Horn Guoan Xionga,

More information

Introduction to Medical Imaging. Signal Processing Basics. Strange Effects. Ever tried to reduce the size of an image and you got this?

Introduction to Medical Imaging. Signal Processing Basics. Strange Effects. Ever tried to reduce the size of an image and you got this? Strang Effcts Introduction to Mdical Imaging Evr trid to rduc th siz of an imag and you got this? Signal Procssing Basics Klaus Mullr Computr Scinc Dpartmnt Stony Brook Univrsity W call this ffct aliasing

More information

The Trouton Rankine Experiment and the End of the FitzGerald Contraction

The Trouton Rankine Experiment and the End of the FitzGerald Contraction Th Trouton Rankin Exprimnt and th End of th FitzGrald Contraction Dr. Adrian Sfarti 1. Abstract Assuming that FitzGrald was right in his contraction hypothsis, Trouton sought for mor positiv vidnc of its

More information

ANALYSIS ON THE COVERAGE CHARACTERISTICS OF GLONASS CONSTELLATION

ANALYSIS ON THE COVERAGE CHARACTERISTICS OF GLONASS CONSTELLATION ANALYSIS ON THE COVERAGE CHARACTERISTICS OF GLONASS CONSTELLATION Itm Typ txt; rocdings Authors Hui, Liu; Qishan, Zhang ublishr Intrnational Foundation for Tlmtring Journal Intrnational Tlmtring Confrnc

More information

CH 7. Synchronization Techniques for OFDM Systems

CH 7. Synchronization Techniques for OFDM Systems CH 7. Synchronization Tchnius for OFDM Systms 1 Contnts [1] Introduction Snsitivity to Phas Nois Snsitivity to Fruncy Offst Snsitivity to Timing Error Synchronization Using th Cyclic Extnsion l Tim synchronization

More information

Package: H: TO-252 P: TO-220 S: TO-263. Output Voltage : Blank = Adj 12 = 1.2V 15 = 1.5V 18 = 1.8V 25 = 2.5V 33 = 3.3V 50 = 5.0V 3.3V/3A.

Package: H: TO-252 P: TO-220 S: TO-263. Output Voltage : Blank = Adj 12 = 1.2V 15 = 1.5V 18 = 1.8V 25 = 2.5V 33 = 3.3V 50 = 5.0V 3.3V/3A. Faturs Advancd Powr 3-Trminal ustabl or Fixd.V,.5V,.8V,.5V, 3.3V or 5.V Output Maximum Dropout.4V at Full Load Currnt Fast Transint Rspons Built-in Thrmal Shutdown Output Currnt Limiting Good Nois Rjction

More information

CATTLE FINISHING RETURN

CATTLE FINISHING RETURN CATTLE FINISHING RETURN S E R I E S Novmbr 2011 CATTLE FINISHING NET RETURNS This articl discusss rcnt trnds in fding cost of gain and cattl finishing profitability. Svral sourcs of data wr usd to comput

More information

Impact Analysis of Damping Resistors in Damped Type Double Tuned Filter on Network Harmonic Impedance

Impact Analysis of Damping Resistors in Damped Type Double Tuned Filter on Network Harmonic Impedance pact Analysis of Damping Rsistors in Dampd Typ Doubl Tund Filtr on Ntwork Harmonic pd R.Madhusudhana Rao Assistant Profssor, Elctrical and Elctronics Dpartmnt V R Siddhartha Enginring Collg, Vijayawada,

More information

4.5 COLLEGE ALGEBRA 11/5/2015. Property of Logarithms. Solution. If x > 0, y > 0, a > 0, and a 1, then. x = y if and only if log a x = log a y.

4.5 COLLEGE ALGEBRA 11/5/2015. Property of Logarithms. Solution. If x > 0, y > 0, a > 0, and a 1, then. x = y if and only if log a x = log a y. /5/05 0 TH EDITION COLLEGE ALGEBRA 4.5 Eponntial and Logarithmic Equations Eponntial Equations Logarithmic Equations Applications and Modling LIAL HORNSBY SCHNEIDER 4.5-4.5 - Proprty of Logarithms If >

More information

Frequency Estimation of Unbalanced Three-Phase Power Systems Using the Modified Adaptive Filtering

Frequency Estimation of Unbalanced Three-Phase Power Systems Using the Modified Adaptive Filtering Amrican Journal of Signal Procssing 05, 5(A): 6-5 DOI: 0.593/s.ajsp.0.03 Frquncy Estimation of Unbalancd Thr-Phas Powr Systms Using th Modifid Adaptiv Filtring Amir Rastgarnia,*, Azam Khalili, Vahid Vahidpour,

More information

Signals and Systems Fourier Series Representation of Periodic Signals

Signals and Systems Fourier Series Representation of Periodic Signals Signals and Systms Fourir Sris Rprsntation of Priodic Signals Chang-Su Kim Introduction Why do W Nd Fourir Analysis? Th ssnc of Fourir analysis is to rprsnt a signal in trms of complx xponntials x t a

More information

EECE 301 Signals & Systems Prof. Mark Fowler

EECE 301 Signals & Systems Prof. Mark Fowler EECE 301 Signals & Systms Prof. Mark Fowlr ot St #25 D-T Signals: Rlation btwn DFT, DTFT, & CTFT Rading Assignmnt: Sctions 4.2.4 & 4.3 of Kamn and Hck 1/22 Cours Flow Diagram Th arrows hr show concptual

More information

Fuzzy Anti-Windup Schemes for PID Controllers

Fuzzy Anti-Windup Schemes for PID Controllers Intrnational Journal of Applid Enginring Rsarch ISSN 9734562 Volum Numbr 3 (26) pp. 29536 Rsarch India Publications http://www.ripublication.com/ijar.htm Fuzzy AntiWindup Schms for PID Controllrs E. Chakir

More information

Online Publication Date: 15 th Jun, 2012 Publisher: Asian Economic and Social Society. Computer Simulation to Generate Gaussian Pulses for UWB Systems

Online Publication Date: 15 th Jun, 2012 Publisher: Asian Economic and Social Society. Computer Simulation to Generate Gaussian Pulses for UWB Systems Onlin Publication Dat: 15 th Jun, 01 Publishr: Asian Economic and Social Socity Computr Simulation to Gnrat Gaussian Pulss for UWB Systms Ibrahim A. Murdas (Elctrical Dpartmnt, Univrsity of Babylon, Hilla,Iraq)

More information

Engineering 1620: High Frequency Effects in BJT Circuits an Introduction Especially for the Friday before Spring Break

Engineering 1620: High Frequency Effects in BJT Circuits an Introduction Especially for the Friday before Spring Break Enginring 162: High Frquncy Efcts in BJT ircuits an Introduction Espcially for th Friday bfor Spring Brak I hav prpard ths nots bcaus on th day bfor a major vacation brak som popl find it ncssary to lav

More information

TALLINN UNIVERSITY OF TECHNOLOGY. IRO0140 Advanced Space Time-Frequency Signal Processing. Individual Work

TALLINN UNIVERSITY OF TECHNOLOGY. IRO0140 Advanced Space Time-Frequency Signal Processing. Individual Work TALLINN UNIVERSITY OF TECHNOLOGY IRO14 Advancd Spac Tim-Frquncy Signal Procssing Individual Work Toomas Ruubn Tallinn 1 Thory about sprad spctrum scanning signals: W will start our practical work with

More information

SPX mA Low Drop Out Voltage Regulator with Shutdown FEATURES Output 3.3V, 5.0V, at 400mA Output Very Low Quiescent Current Low Dropout Voltage

SPX mA Low Drop Out Voltage Regulator with Shutdown FEATURES Output 3.3V, 5.0V, at 400mA Output Very Low Quiescent Current Low Dropout Voltage 400mA Low Drop Out Voltag Rgulator with Shutdown FEATURES Output 3.3V, 5.0V, at 400mA Output Vry Low Quiscnt Currnt Low Dropout Voltag Extrmly Tight Load and Lin Rgulation Vry Low Tmpratur Cofficint Currnt

More information

A simple automatic classifier of PSK and FSK signals using characteristic cyclic spectrum

A simple automatic classifier of PSK and FSK signals using characteristic cyclic spectrum Mathmatical Mthods and chniqus in Enginring and Environmntal Scinc A simpl automatic classifir of PSK and FSK signals using charactristic cyclic spctrum ANONIN MAZALEK, ZUZANA VANOVA, VOJECH ONDYHAL, VACLAV

More information

Advanced I/Q Signal Processing for Communication Systems

Advanced I/Q Signal Processing for Communication Systems Advancd I/ Signal Procssing or Communication Systms Mikko Valkama and Markku Rnors Tampr Univrsity o Tchnology Institut o Communications Enginring P.O.Box 553, FIN-33 Tampr, FINLAND Tl: +358-4-849-756,

More information

IEEE Broadband Wireless Access Working Group <

IEEE Broadband Wireless Access Working Group < IEEE C802.16j-07/409 Projct Titl IEEE 802.16 Broadband Wirlss Accss Working Group A Proposal for Transmission of FCH, MAP, R-FCH, R-MAP in Non-transparnt Rlay Systm with Cntralizd

More information

η = ; (3) QUANTITATIVE INTERPRETATION OF PRECIPITATION RADAR 7R.3 MEASUREMENTS AT VHF BAND Edwin F. Campos 1*, Frédéric Fabry 1, and Wayne Hocking 2

η = ; (3) QUANTITATIVE INTERPRETATION OF PRECIPITATION RADAR 7R.3 MEASUREMENTS AT VHF BAND Edwin F. Campos 1*, Frédéric Fabry 1, and Wayne Hocking 2 7R.3 QUANTITATIVE INTERPRETATION OF PRECIPITATION RADAR MEASUREMENTS AT VHF BAND Edwin F. Campos 1*, Frédéric Fabry 1, and Wayn Hocking 1 Dpartmnt of Atmosphric and Ocanic Scincs, McGill Univrsity, Montral,

More information

Introduction to Digital Signal Processing

Introduction to Digital Signal Processing Chaptr Introduction to. Introduction.. Signal and Signal Procssing A signal is dfind as any physical quantity which varis with on or mor indpndnt variabls lik tim, spac. Mathmatically it can b rprsntd

More information

Narrow-wall slotted waveguide array antenna with low cross-polarization filter

Narrow-wall slotted waveguide array antenna with low cross-polarization filter 6th Intrnational Confrnc on Machinr, Matrials, Environmnt, Biotchnolog and Computr (MMEBC 06) Narrow-wall slottd wavguid arra antnna with low cross-polarization filtr Guoan Xiong, a, Jin Pan, b and Bouan

More information

Using SigLab for Production Line Audio Test

Using SigLab for Production Line Audio Test APPLICATION NOTE Using SigLab for Production Lin Audio Tst SigLab is idal for charactrizing audio componnts. Both its input and output subsystms hav low nois, low distortion and low cross talk. SigLab's

More information

Rotor Speed Control of Micro Hydro Synchronous Generator Using Fuzzy PID Controller

Rotor Speed Control of Micro Hydro Synchronous Generator Using Fuzzy PID Controller Procdings of th 2nd Sminar on Enginring and Information Tchnology Rotor Spd Control of Micro Hydro Synchronous Gnrator Using Fuzzy PID Controllr C. S. Chin K. T. K. To P. Nlakantan Elctrical and Elctronics

More information

DTA123E series V CC I C(MAX.) R 1 R 2. 50V 100mA 2.2k 2.2k. Datasheet. PNP -100mA -50V Digital Transistors (Bias Resistor Built-in Transistors)

DTA123E series V CC I C(MAX.) R 1 R 2. 50V 100mA 2.2k 2.2k. Datasheet. PNP -100mA -50V Digital Transistors (Bias Resistor Built-in Transistors) DT123 sris PNP -100m -50V Digital Transistors (Bias Rsistor Built-in Transistors) Datasht Paramtr V CC I C(MX.) R 1 R 2 Valu 50V 100m 2.2k 2.2k Faturs 1) Built-In Biasing Rsistors, R 1 = R 2 = 2.2k. Outlin

More information

A Self-tuning Fuzzy PID Control Method of Grate Cooler Pressure Based on Kalman Filter

A Self-tuning Fuzzy PID Control Method of Grate Cooler Pressure Based on Kalman Filter WWW..IR WWW..IR A Slf-tuning Fuzzy PID Control Mthod of Grat Coolr Prssur Basd on Kalman Filtr Zhuo Wang, Mingzh Yuan Shnyang Institut of Automation of Chins Acadmy of Scincs, Shnyang, China zwang@sia.cn

More information

EMA5 / UMA5N / FMA5A. V CC -50V -100mA 2.2kW 47kW I C(MAX.) R 1 R 2. Datasheet

EMA5 / UMA5N / FMA5A. V CC -50V -100mA 2.2kW 47kW I C(MAX.) R 1 R 2. Datasheet M5 / UM5N / FM5 PNP -100m -50V Complx Digital Transistors (Bias Rsistor Built-in Transistors) Datasht Faturs Paramtr V CC -50V -100m 2.2kW 47kW I C(MX.) R 1 R 2 1) Built-In Biasing Rsistors. 2) Two DT123J

More information

Enhancing the Performance of Ultra-Tight Integration of GPS/PL/INS: A Federated Filter Approach

Enhancing the Performance of Ultra-Tight Integration of GPS/PL/INS: A Federated Filter Approach Journal of Global Positioning Systms (2006) Vol. 5, No. 1-2:96-104 Enhancing th Prformanc of Ultra-ight Intgration of GPS/PL/INS: A Fdratd Filtr Approach D. Li, J. Wang, S. Babu School of Survying and

More information

Bi-Directional N-Channel 20-V (D-S) MOSFET

Bi-Directional N-Channel 20-V (D-S) MOSFET Bi-Dirctional N-Channl -V (D-S) MOSFET Si9EDB PRODUCT SUMMARY V SS (V) R SS(on) (Ω) I SS (A). at V GS =.5 V 7.6 at V GS = 3.7 V 6..3 at V GS =.5 V 5.. at V GS =. V 5.5 FEATURES TrnchFET Powr MOSFET Ultra-Low

More information

cos The points in an Argand diagram which represent the numbers (iii) Write down a polynomial equation of degree 5 which is satisfied by w.

cos The points in an Argand diagram which represent the numbers (iii) Write down a polynomial equation of degree 5 which is satisfied by w. FP3 Complx Numbrs. Jun qu.3 In this qustion, w dnots th complx numbr cos + i sin. 5 5 Exprss w, w 3 and w* in polar form, with argumnts in th intrval θ

More information

ESX10-10x-DC24V-16A-E electronic circuit protector

ESX10-10x-DC24V-16A-E electronic circuit protector Dscription Th plug-in typ ESX10 lctronic circuit protctor slctivly disconncts DC 2 V load circuits by rsponding fastr than th switch mod powr supply to ovrload conditions. Th manual ON/ OFF switch on th

More information

Common Collector & Common Base Amplifier Circuits

Common Collector & Common Base Amplifier Circuits xprimnt (6): ommon ollctor & as Amplification ircuit xprimnt No. (6) ommon ollctor & ommon as Amplifir ircuits Study Objctiv: (1) To comput and masur th basic charactristics of & amplification. (2) To

More information

Defeating a Scarcity Mindset

Defeating a Scarcity Mindset Dfating a Scarcity Mindst From an arly ag, you ar bombardd with mssags concrning what to think about mony. Many of thm ar wrong. For instanc, w r taught that to b rich, you hav to mak a lot of mony. But,

More information

FAN A, 1.2V Low Dropout Linear Regulator for VRM8.5. Features. Description. Applications. Typical Application.

FAN A, 1.2V Low Dropout Linear Regulator for VRM8.5. Features. Description. Applications. Typical Application. www.fairchildsmi.com 2.7A, 1.2V Low Dropout Linar Rgulator for VRM8.5 Faturs Fast transint rspons Low dropout voltag at up to 2.7A Load rgulation: 0.05% typical Trimmd currnt limit On-chip thrmal limiting

More information

On parameters determination of multi-port equivalent scheme for multi-winding traction transformers

On parameters determination of multi-port equivalent scheme for multi-winding traction transformers ARCHIVES OF EECRICA ENGINEERING VO. 6(), pp. 7-7 (5) DOI.55/a-5- On paramtrs dtrmination of multi-port quivalnt schm for multi-winding traction transformrs ADEUSZ J. SOBCZYK, JOSEPH E HAYEK Cracow Univrsity

More information

Department of Humanities & Religious Studies Assessment Plan (REV 6/16)

Department of Humanities & Religious Studies Assessment Plan (REV 6/16) Dpartm of Humanitis & Rligious Studis Plan (REV 6/16) Larning Goals Outcoms 1. Knowldg of Human Culturs: Studs Humanitis & Rligious Studis should b abl to dmonstrat knowldg of human culturs, thir valus

More information

Dynamic Walking of Biped Robots with Obstacles Using Predictive Controller

Dynamic Walking of Biped Robots with Obstacles Using Predictive Controller ICCKE011, Intrnational Confrnc on Computr and Knowldg Enginring Oct 13-14, 011, Frdowsi Univrsity of Mashhad, Mashhad, Iran Dynamic Walking of Bipd Robots with Obstacls Using Prdictiv Controllr Nasrin

More information

Lecture 19: Common Emitter Amplifier with Emitter Degeneration.

Lecture 19: Common Emitter Amplifier with Emitter Degeneration. Whits, EE 320 Lctur 19 Pag 1 of 10 Lctur 19: Common Emittr Amplifir with Emittr Dgnration. W ll continu our discussion of th basic typs of BJT smallnal amplifirs by studying a variant of th CE amplifir

More information

Investigation of Power Factor Behavior in AC Railway System Based on Special Traction Transformers

Investigation of Power Factor Behavior in AC Railway System Based on Special Traction Transformers J. Elctromagntic Analysis & Applications, 00,, ** doi:0.436/jmaa.00.08 Publishd Onlin Novmbr 00 (http://www.scirp.org/journal/jmaa) Invstigation of Powr Factor Bhavior in AC Railway Systm Basd on Spcial

More information

PERFORMANCE ANALYSIS OF DIGITAL BEAMFORMING ALGORITHMS

PERFORMANCE ANALYSIS OF DIGITAL BEAMFORMING ALGORITHMS IJRET: Intrnational Journal of Rsarch in Enginring and Tchnology ISSN: 39-63 pissn: 3-738 PERFORMANCE ANALYSIS OF DIGITAL BEAMFORMING ALGORITMS Sushma K M, Manjula Dvi T Digital Communication and Ntworking

More information

Linearization of Two-way Doherty Amplifier by Using Second and Fourth Order Nonlinear Signals

Linearization of Two-way Doherty Amplifier by Using Second and Fourth Order Nonlinear Signals 3 Linarization of Two-way Dohrty Amplifir by Using Scond and Fourth Ordr Nonlinar Signals Alksandar Atanasković and Nataša Malš-Ilić Abstract In this papr, a two-way Dohrty amplifir with th additional

More information

Engagement Schedule. Schedule M-3 Tutorial. December 07 United States

Engagement Schedule. Schedule M-3 Tutorial. December 07 United States Engagmnt Schdul M-3 Tutorial Schdul M-3 Tutorial Dcmbr 07 Unitd Stats Schdul M-3 Schdul M-3 applis to: C and S Corporations whr Total Assts ar qual or gratr than $10 million OR consolidatd d ntity Partnrships

More information

Efficient loop-back testing of on-chip ADCs and DACs

Efficient loop-back testing of on-chip ADCs and DACs Efficint loop-back tsting of on-chip ADCs and DACs Hak-soo Yu, Jacob A. Abraham, Sungba Hwang, Computr Enginring Rsarch Cntr Th Univrsity of Txas at Austin Austin, TX 787, USA Jongjin Roh Elctrical and

More information

SGM Ω, 300MHz Bandwidth, Dual, SPDT Analog Switch

SGM Ω, 300MHz Bandwidth, Dual, SPDT Analog Switch GENERAL DESCRIPTION Th SGM4717 is a dual, bidirctional, singl-pol/ doubl-throw (SPDT) CMOS analog switch dsignd to oprat from a singl 1.8V to 5.5V supply. It faturs high-bandwidth (300MHz) and low on-rsistanc

More information

EMD4 / UMD4N V CC I C(MAX.) R 1 R 2. 50V 100mA. 47kW. V CC -50V -100mA 10kW. Datasheet

EMD4 / UMD4N V CC I C(MAX.) R 1 R 2. 50V 100mA. 47kW. V CC -50V -100mA 10kW. Datasheet NPN + PNP Complx Digital Transistors (Bias Rsistor Built-in Transistors) Datasht Outlin Paramtr Valu EMT6 UMT6 V CC I C(MAX.) R 1 R 2 50V 100mA 47kW 47kW (1) (2) (3) (6) (5) (4) EMD4 (SC-107C)

More information

Real Time Speed Control of a DC Motor Based on its Integer and Non-Integer Models Using PWM Signal

Real Time Speed Control of a DC Motor Based on its Integer and Non-Integer Models Using PWM Signal Enginring, Tchnology & Applid Scinc Rsarch Vol. 7, No. 5, 217, 1976-1981 1976 Ral Tim Spd Control of a DC Motor Basd on its Intgr and Non-Intgr Modls Using PWM Signal Abdul Wahid Nasir Elctrical & Elctronics

More information

SGM8621/2/3/4 250µA, 3MHz, Rail-to-Rail I/O CMOS Operational Amplifiers

SGM8621/2/3/4 250µA, 3MHz, Rail-to-Rail I/O CMOS Operational Amplifiers PRODUCT DESCRIPTION Th SGM86(singl), SGM86(dual), SGM86(singl with shutdown) and SGM864(quad) ar low nois, low voltag, and low powr oprational amplifirs, that can b dsignd into a wid rang of applications.

More information

DTD114GK V CEO I C R. 50V 500mA 10kW. Datasheet. NPN 500mA 50V Digital Transistors (Bias Resistor Built-in Transistors) Outline Parameter Value SMT3

DTD114GK V CEO I C R. 50V 500mA 10kW. Datasheet. NPN 500mA 50V Digital Transistors (Bias Resistor Built-in Transistors) Outline Parameter Value SMT3 NPN 500mA 50V Digital Transistors (Bias Rsistor Built-in Transistors) Datasht Outlin Paramtr Valu SMT3 V CEO I C R 50V 500mA 10kW Bas Emittr Collctor DTD114GK SOT-346 (SC-59) Faturs 1) Built-In Biasing

More information

J. Electrical Systems 9-3 (2013): Regular paper

J. Electrical Systems 9-3 (2013): Regular paper Z.M.S. El- Barbary J. Elctrical Systms 9-3 (13): 31-38 JES Corrsponding author: Dpartmnt of Elctrical Enginring, Kafrlshikh Univrsity, Tanta, Egypt, Egypt Dpartmnt of Elctrical Enginring, King Khalid Univrsity,

More information

US6H23 / IMH23 V CEO 20V V EBO 12V. 600mA R k. Datasheet. Outline Parameter Tr1 and Tr2 TUMT6 SMT6

US6H23 / IMH23 V CEO 20V V EBO 12V. 600mA R k. Datasheet. Outline Parameter Tr1 and Tr2 TUMT6 SMT6 NPN 600m 20V Digital Transistors (Bias Rsistor Built-in Transistors) For Muting. Datasht Outlin Paramtr Tr1 and Tr2 TUMT6 SMT6 V CO 20V V BO 12V I C 600m R US6H23 1 4.7k IMH23 SOT-457 (SC-74) Faturs 1)

More information

2SA1579 / 2SA1514K. V CEO -120V -50mA I C. Datasheet. PNP -50mA -120V High-Voltage Amplifier Transistors. Outline

2SA1579 / 2SA1514K. V CEO -120V -50mA I C. Datasheet. PNP -50mA -120V High-Voltage Amplifier Transistors. Outline PNP -50mA 20V High-Voltag Amplifir Transistors Datasht Paramtr Valu V CEO 20V -50mA I C Outlin UMT3 SMT3 Collctor Bas Bas Emittr Emittr Collctor Faturs 1) High Brakdown Voltag (BV CEO = 20V) 2) Complmntary

More information

Performance of Extended Super-Orthogonal Space -Time Trellis Coded OFDM system

Performance of Extended Super-Orthogonal Space -Time Trellis Coded OFDM system Prformanc of Etndd Supr-Orthogonal Spac -im rllis Codd OFDM systm Ilsanmi B. Oluwafmi, Studnt Mmbr,IEEE, and Stanly H. Mnny, Mmbr IEEE School of Elctrical, Elctronic and Computr Enginring Univrsity of

More information

Pacing Guide for Kindergarten Version GLE Checks for Understanding Vocabulary Envision Textbook Materials

Pacing Guide for Kindergarten Version GLE Checks for Understanding Vocabulary Envision Textbook Materials Pacing Guid for indrgartn Vrsion 0 GL Chcs for Undrstanding Vocabulary nvision Txtboo Matrials GL 0006.3. Rcogniz 0006.3.4 Sort, ordr and classify attributs (such as color, shap, siz) and pattrns (such

More information

Semi Blind Channel Estimation with Training-Based Pilot in AF Two- Way Relaying Networks

Semi Blind Channel Estimation with Training-Based Pilot in AF Two- Way Relaying Networks Intrnational Journal of Currnt Enginring and chnology E-ISSN 77 406, P-ISSN 347 56 07 INPRESSCO, All Rights Rsrvd Availabl at http://inprssco.com/catgory/ijct Rsarch Articl Smi Blind Channl Estimation

More information

3A High Current, Low Dropout Voltage Regulator

3A High Current, Low Dropout Voltage Regulator SPX29300/01/02/03 3 High Currnt, Low Dropout Voltag Rgulator djustabl & Fixd Output, Fast Rspons Tim FETURES djustabl Output Down To 1.25V 1% Output ccuracy Output Currnt of 3 Low Dropout Voltag of 450mV

More information

Performance Analysis of BLDC Motor for Sinusoidal and Trapezoidal Back-Emf using MATLAB/SIMULINK Environment

Performance Analysis of BLDC Motor for Sinusoidal and Trapezoidal Back-Emf using MATLAB/SIMULINK Environment Prformanc Analysis of BLDC Motor for Sinusoidal and Trapzoidal Back-Emf using MATLAB/SIMULINK Environmnt Pramod Pal Dpartmnt of Elctrical Enginring Maulana AzadNational Institut of Tchnology Bhopal, India

More information

EMD3 / UMD3N / IMD3A V CC I C(MAX.) R 1 R 2. 50V 100mA. 10k. 10k. 50V 100mA. 10k. 10k. Datasheet

EMD3 / UMD3N / IMD3A V CC I C(MAX.) R 1 R 2. 50V 100mA. 10k. 10k. 50V 100mA. 10k. 10k. Datasheet NPN + PNP Complx Digital Transistors (Bias Rsistor Built-in Transistors) Datasht Outlin Paramtr Valu MT6 UMT6 V CC I C(MX.) Paramtr V CC I C(MX.) 50V 100m 10k 10k Valu 50V

More information

Available online at ScienceDirect. International Conference On DESIGN AND MANUFACTURING, IConDM 2013

Available online at  ScienceDirect. International Conference On DESIGN AND MANUFACTURING, IConDM 2013 Availabl onlin at www.scincdirct.com ScincDirct Procdia Enginring 64 ( 03 ) 46 55 Intrnational Confrnc On DESIGN AND MANUFACTURING, IConDM 03 Rsourc utilization of multi-hop CDMA wirlss snsor ntworks with

More information

IMP528 IMP528. High-Volt 220 V PP Driv. ive. Key Features. Applications. Block Diagram

IMP528 IMP528. High-Volt 220 V PP Driv. ive. Key Features. Applications. Block Diagram POWER POWER MANAGEMENT MANAGEMENT High-Volt oltag E amp p Driv ivr 220 V PP Driv iv Th is an Elctroluminscnt (E) lamp drivr with th four E lamp driving functions on-chip. Ths ar th switch-mod powr supply,

More information

Towards a Digital Built Britain and beyond

Towards a Digital Built Britain and beyond Towards a Digital Built Britain and byond OS and DBB During this sssion w ll covr how w v supportd BIM Lvl 2, and as th industry movs forward, shar our vision for a Digital Built Britain, our rol within

More information

Migração de Empresas. Offices Market Study

Migração de Empresas. Offices Market Study Migração d Emprsas Offics Markt Study LisboN 2017 Migração d Emprsas Lisbon 2017 Aguirr Nwman has conductd th 7th study about companis mobility on th Lisbon offic markt, this tim for th yars and in ordr

More information

Data Sheet. HSMS-2700, 2702, 270B, 270C High Performance Schottky Diode for Transient Suppression. Features. Description.

Data Sheet. HSMS-2700, 2702, 270B, 270C High Performance Schottky Diode for Transient Suppression. Features. Description. HSMS-2700, 2702, 270B, 270 High Prformanc Schottky iod for Transint Supprssion ata Sht scription Th HSMS-2700 sris of Schottky diods, commonly rfrrd to as clipping /clamping diods, ar optimal for circuit

More information

Integrated INS/GPS Navigation System

Integrated INS/GPS Navigation System Intrnational Journal on Elctrical Enginring and Informatics - Volum 10, Numbr 3, Sptmbr 2018 Intgratd INS/GPS Navigation Systm Targ Mahmoud and Bambang Riyanto Trilaksono School of Elctrical Enginring

More information

Chapter 2 Fundamentals of OFDM

Chapter 2 Fundamentals of OFDM Chaptr 2 Fundamntal of OFDM 2. OFDM Baic [9] Th baic principl of OFDM i to divid th high-rat data tram into many low rat tram that ach i tranmittd imultanouly ovr it own ubcarrir orthogonal to all th othr.

More information

Optimal Spacing Design for Pilots in OFDM Systems over Multipath Fading Channels

Optimal Spacing Design for Pilots in OFDM Systems over Multipath Fading Channels Communication and twork 010 1-9 doi:10.436/cn.010.403 Publihd Onlin ovmbr 010 (http://www.scirp.org/journal/cn) Optimal Spacing Dign or Pilot in OFDM Sytm ovr Multipath Fading Channl Abtract Youi My Abdlkadr

More information

Time of Arrival Estimation for WLAN Indoor Positioning Systems using Matrix Pencil Super Resolution Algorithm

Time of Arrival Estimation for WLAN Indoor Positioning Systems using Matrix Pencil Super Resolution Algorithm Tim of Arrival Estimation for WLAN Indoor Positioning Systms using Matrix Pncil Supr Rsolution Algorithm Ali AASSIE ALI 1, and A. S. OMAR 2 FEIT- IESK,Chair of Microwav and Communication Enginring Postfach

More information

Graph coloring. Kempe s algorithm removes nodes with < K edges

Graph coloring. Kempe s algorithm removes nodes with < K edges Graph oloring Kmp s algorithm rmovs nods with < K dgs Fin This stp is alld simpliia1on Simpliia9on ithr nds with an mpty graph or a graph suh that ah nod has K dgs Now w hav to do somthing Eithr try out

More information

A DSP-based Discrete Space Vector Modulation Direct Torque Control of Sensorless Induction Machines

A DSP-based Discrete Space Vector Modulation Direct Torque Control of Sensorless Induction Machines 25 A DSP-basd Discrt Spac ctor Modulation Dirct orqu Control of Snsorlss Induction Machins F. Khoucha, K. Marouani, A. Khloui, K. Aliouan UER Elctrotchniqu, EMP(Ex-ENIA) BP 7 Bordj-El-Bahri, Algirs, Algria

More information

SGM8631/2/3/4 470µA, 6MHz, Rail-to-Rail I/O CMOS Operational Amplifiers

SGM8631/2/3/4 470µA, 6MHz, Rail-to-Rail I/O CMOS Operational Amplifiers PRODUCT DESCRIPTION Th SGM86(singl), SGM86(dual), SGM86(singl with shutdown) and SGM864(quad) ar low nois, low voltag, and low powr oprational amplifirs, that can b dsignd into a wid rang of applications.

More information

SGM721/2/3/4 970µA, 10MHz, Rail-to-Rail I/O CMOS Operational Amplifiers

SGM721/2/3/4 970µA, 10MHz, Rail-to-Rail I/O CMOS Operational Amplifiers PRODUCT DESCRIPTION Th SGM7 (singl), SGM7 (dual), SGM7 (singl with shutdown) and SGM74 (quad) ar low nois, low voltag, and low powr oprational amplifirs, that can b dsignd into a wid rang of applications.

More information

GV60 VALORSTAT PLUS OPERATING INSTRUCTIONS. VALORSTAT PLUS GV60 Electronic Ignition Remote Control

GV60 VALORSTAT PLUS OPERATING INSTRUCTIONS. VALORSTAT PLUS GV60 Electronic Ignition Remote Control GV60 VALORSTAT PLUS OPERATING INSTRUCTIONS VALORSTAT PLUS GV60 Elctronic Ignition Rmot Control Valor modls using th ValorStat PLUS Rmot Control Portrait 530I Vogu 1300 Horizon 534I Linar L1 1500 Horizon

More information

1/24/2017. Electrical resistance

1/24/2017. Electrical resistance 1/24/2017 Photocopirs and th National Grid Photoconductors so far.. On xampl of a smiconducting matrial Elctrical insulator in th dark, conductor in th light mportant componnt in a photocopir butt Slctiv

More information

Content Skills Assessments Lessons. Assessments 9/1/2012

Content Skills Assessments Lessons. Assessments 9/1/2012 Tachr: CORE APART Yar: 2012-13 Cours: AP Studio Art Month: All Months S p t m b r Drawing - Why AP Drawing? ~ Essntial Qustions What dos an AP (Drawing) cours consist of? How do you dvlop a varity of artworks

More information

UMH8N / IMH8A V CEO I C R 1. 50V 100mA 10k. Datasheet. Outline. Inner circuit

UMH8N / IMH8A V CEO I C R 1. 50V 100mA 10k. Datasheet. Outline. Inner circuit NPN 100m 50V Complx Digital Transistors (Bias Rsistor Built-in Transistors) Datasht Outlin Paramtr V CO I C Tr1 and Tr2 50V 100m 10k UMT6 UMH8N SOT-363 (SC-88) SMT6 IMH8 SOT-457 (SC-74) Faturs 1) Built-In

More information

Robust Sensorless Control of BLDC Motor using Second Derivative Function of the Sum of Terminal Voltages

Robust Sensorless Control of BLDC Motor using Second Derivative Function of the Sum of Terminal Voltages SERBIAN JOURNAL OF ELECTRICAL ENGINEERING Vol. 1, No., Jun 13, 75-91 UDK: 61.314.1:681.515 DOI: 1.98/SJEE131144B Robust Snsorlss Control of BLDC Motor using Scond Drivativ Function of th Sum of Trminal

More information

Comparative performance of forwarding protocols based on detection probability and search angle in a Multi-hop CDMA wireless sensor networks

Comparative performance of forwarding protocols based on detection probability and search angle in a Multi-hop CDMA wireless sensor networks Intrnational Journal o Snsors and Snsor Ntworks 014; (): 14-5 Publishd onlin Jun 30, 014 (http://www.scincpublishinggroup.com/j/ijssn) doi: 10.11648/j.ijssn.01400.11 Comparativ prormanc o orwarding protocols

More information

SGM8521/2/4 150kHz, 4.7µA, Rail-to-Rail I/O CMOS Operational Amplifiers

SGM8521/2/4 150kHz, 4.7µA, Rail-to-Rail I/O CMOS Operational Amplifiers // PRODUCT DESCRIPTION Th (singl),sgm8 (dual) and SGM8 (quad) ar rail-to-rail input and output voltag fdback amplifirs offring low cost. Thy hav a wid input common-mod voltag rang and output voltag swing,

More information

Adaptive Power System Stabilizer Using ANFIS and Genetic Algorithms

Adaptive Power System Stabilizer Using ANFIS and Genetic Algorithms Procdings of th 44th IEEE Confrnc on Dcision and Control, and th Europan Control Confrnc 005 Svill, Spain, Dcmbr -5, 005 ThC0. Adaptiv Powr Systm Stabilizr Using ANFIS and Gntic Algorithms J. Frail-Ardanuy,

More information

AN MIP APPROACH TO THE U-LINE BALANCING PROBLEM WITH PROPORTIONAL WORKER THROUGHPUT. Reyhan Erin Magna PowerTrain Troy, Michigan

AN MIP APPROACH TO THE U-LINE BALANCING PROBLEM WITH PROPORTIONAL WORKER THROUGHPUT. Reyhan Erin Magna PowerTrain Troy, Michigan AN IP APPROACH TO THE U-LINE BALANCING PROBLE WITH PROPORTIONAL WORKER THROUGHPUT Ryhan Erin agna PowrTrain Troy, ichigan 48048. USA Andrs L. Carrano Dpartmnt of Industrial and Systms Enginring, Rochstr

More information

Conducted EMI of Switching Frequency Modulated Boost Converter

Conducted EMI of Switching Frequency Modulated Boost Converter doi: 1.7/cc-13-9 13 / 3 Conductd of Switching Frquncy Modulatd Boost Convrtr Dniss Stpins (Rsarchr, Riga Tchnical Univrsity) Abstract In this papr conductd lctromagntic intrfrnc () of boost convrtr with

More information

WPCA AMEREN ESP. SEMINAR Understanding ESP Controls. By John Knapik. 2004, General Electric Company

WPCA AMEREN ESP. SEMINAR Understanding ESP Controls. By John Knapik. 2004, General Electric Company WPCA AMEREN ESP SEMINAR Undrstanding ESP Controls By John Knapik 2004, Gnral Elctric Company Efficincy vs. Spcific Corona Powr KNOW WHERE YOUR ESP RUNS ON THE CURVE 99.9 99.0 Collction Efficincy (Prcnt)

More information

Pitch Rate Damping of an Aircraft by Fuzzy and Classical PD Controller

Pitch Rate Damping of an Aircraft by Fuzzy and Classical PD Controller Pitch Rat Damping of an Aircraft by Fuzzy and Classical PD Controllr YASEMIN ISIK Avionics Dpartmnt Anadolu Univrsity Civil Aviation School, 647, Eskishir TURKEY yaisik@anadolu.du.tr Abstract: - Aircraft

More information

Determination of Antenna Q from the Reflection-Coefficient Data

Determination of Antenna Q from the Reflection-Coefficient Data Antnna Dsignr s Notbook Foundd by Hal Shrank Tom Milligan 84 W Polk Pl Littlton CO 8 USA Tl: + () 97-949 E-mail: tmilligan@i.org http//www.antnnadsignr.org Dtrmination of Antnna Q from th Rflction-Cofficint

More information

Hardware Manual. STR4 & STR8 Step Motor Drives

Hardware Manual. STR4 & STR8 Step Motor Drives Hardwar Manual STR4 & STR8 Stp Motor Drivs 92-3E 2/3/21 92-3E 2/3/21 STR Hardwar Manual Contnts Introduction... 3 Faturs... 3 Block Diagram... 4 Gtting Startd... 5 Mounting th Driv... 6 Conncting th Powr

More information

N-Channel 100 V (D-S) 175 C MOSFET

N-Channel 100 V (D-S) 175 C MOSFET N-Channl V (D-S) 75 C MOSFET SUMN-9 PRODUCT SUMMRY V DS (V) R DS(on) (Ω) ().95 at V GS = V a FETURES TrnchFET Powr MOSFET Nw Packag with Low Thrmal Rsistanc % R g Tstd D TO-263 G G D S Top Viw Ordring

More information

Comparison of Conventional Subspace-Based DOA Estimation Algorithms With Those Employing Property-Restoral Techniques: Simulation and Measurements

Comparison of Conventional Subspace-Based DOA Estimation Algorithms With Those Employing Property-Restoral Techniques: Simulation and Measurements 'EEE CUPC' 96, Cambridg, MA, Sptmbr 29 - Octobr 2, 1996 Comparison of Convntional Subspac-Basd DOA Estimation Algorithms With Thos Employing Proprty-Rstoral Tchniqus: Simulation and Masurmnts Rias Muhamd

More information

Assembly Instructions for Model: VMDD26

Assembly Instructions for Model: VMDD26 Assmbly Instructions for Modl: VMDD26 Thank you for choosing a Sanus Systms Vision Mount wall mount. Th VMDD26 is dsignd to mount up to 63 Flat panl tlvisions wighing up to 175 lb. to a vrtical wall. It

More information

LNA IN GND GND GND GND IF OUT+ IF OUT- 7. Product Description. Ordering Information. GaAs HBT GaAs MESFET InGaP HBT

LNA IN GND GND GND GND IF OUT+ IF OUT- 7. Product Description. Ordering Information. GaAs HBT GaAs MESFET InGaP HBT LOW NOISE AMPLIFIER/ RoHS Compliant & Pb-Fr Product Packag Styl: SOIC- Faturs Singl V to.v Powr Supply MHz to MHz Opration db Small Signal Gain.dB Cascadd Nois Figur.mA DC Currnt Consumption -dbm Input

More information

3A High Current, Low Dropout Voltage Regulator Adjustable, Fast Response Time

3A High Current, Low Dropout Voltage Regulator Adjustable, Fast Response Time SPX29302 3 High Currnt, ow Dropout Voltag Rgulator djustabl, Fast Rspons Tim FTURS djustabl Output Down To 1.25V 1% Output ccuracy Output Currnt of 3 ow Dropout Voltag of 370mV @ 3 xtrmly Fast Transint

More information

Grid Impedance Estimation for Islanding Detection and Adaptive Control of Converters

Grid Impedance Estimation for Islanding Detection and Adaptive Control of Converters Grid Impdanc Estimation for Islanding Dtction and Adaptiv Control of Convrtrs Abdlhady Ghanm, Mohamd Rashd, Mark Sumnr, M. A. El-says and I. I. I. Mansy Dpartmnt of Elctrical and Elctronics Enginring,

More information

Assembly Instructions for Model: VMAA18

Assembly Instructions for Model: VMAA18 Assmbly Instructions for Modl: VMAA18 Thank you for choosing a Sanus Systms VisionMount wall mount. This modl will hold 30-50 inch Plasma and LCD TVs wighing up to 130 lbs to a vrtical wall. It is a full

More information