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ThePIDcontrollercanthusbesaidtobethe“breadandbutterofcontrolengineering.Itisanimportantcomponentineverycontrolengineer’stoolbox。
PIDcontrollershavesurvivedmanychangesintechnology,frommechanicsandpneumaticstomicroprocessorsviaelectronictubes,transistors,integratedcircuits.ThemicroprocessorhashadadramaticinfluencethePIDcontroller。
PracticallyallPIDcontrollersmadetodayarebasedonmicroprocessors。
Thishasgivenopportunitiestoprovideadditionalfeatureslikeautomatictuning,gainscheduling,andcontinuousadaptation.
6。
2TheAlgorithm
WewillstartbysummarizingthekeyfeaturesofthePIDcontroller。
The“textbook”versionofthePIDalgorithmisdescribedby:
6.1
whereyisthemeasuredprocessvariable,rthereferencevariable,uisthecontrolsignalandeisthecontrolerror(e=
−y).Thereferencevariableisoftencalledthesetpoint。
Thecontrolsignalisthusasumofthreeterms:
theP—term(whichisproportionaltotheerror),theI-term(whichisproportionaltotheintegraloftheerror),andtheD—term(whichisproportionaltothederivativeoftheerror).ThecontrollerparametersareproportionalgainK,integraltimeTi,andderivativetimeTd。
Theintegral,proportionalandderivativepartcanbeinterpretedascontrolactionsbasedonthepast,thepresentandthefutureasisillustratedinFigure2.2。
ThederivativepartcanalsobeinterpretedaspredictionbylinearextrapolationasisillustratedinFigure2.2.Theactionofthedifferenttermscanbeillustratedbythefollowingfigureswhichshowtheresponsetostepchangesinthereferencevalueinatypicalcase。
EffectsofProportional,IntegralandDerivativeAction
ProportionalcontrolisillustratedinFigure6。
1.ThecontrollerisgivenbyD6。
1EwithTi=
andTd=0。
Thefigureshowsthatthereisalwaysasteadystateerrorinproportionalcontrol。
Theerrorwilldecreasewithincreasinggain,butthetendencytowardsoscillationwillalsoincrease.
Figure6.2illustratestheeffectsofaddingintegral.ItfollowsfromD6.1EthatthestrengthofintegralactionincreaseswithdecreasingintegraltimeTi。
Thefigureshowsthatthesteadystateerrordisappearswhenintegralactionisused。
Comparewiththediscussionofthe“magicofintegralaction"
inSection2.2。
ThetendencyforoscillationalsoincreaseswithdecreasingTi.ThepropertiesofderivativeactionareillustratedinFigure6。
3.
Figure6。
3illustratestheeffectsofaddingderivativeaction.TheparametersKandTiarechosensothattheclosedloopsystemisoscillatory。
Dampingincreaseswithincreasingderivativetime,butdecreasesagainwhenderivativetimebecomestoolarge。
RecallthatderivativeactioncanbeinterpretedasprovidingpredictionbylinearextrapolationoverthetimeTd。
UsingthisinterpretationitiseasytounderstandthatderivativeactiondoesnothelpifthepredictiontimeTdistoolarge.InFigure6。
3theperiodofoscillationisabout6sforthesystemwithoutderivativeChapter6。
PIDControl
1
2
DerivativeactionsceasetobeeffectivewhenTdislargerthana1s(onesixthoftheperiod).Alsonoticethattheperiodofoscillationincreaseswhenderivativetimeisincreased.
APerspective
ThereismuchmoretoPIDthanisrevealedby(6.1)。
Afaithfulimplementationoftheequationwillactuallynotresultinagoodcontroller。
ToobtainagoodPIDcontrolleritisalsonecessarytoconsider。
Figure6.3
∙Noisefilteringandhighfrequencyrolloff
∙Setpointweightingand2DOF
∙Windup
∙Tuning
∙Computerimplementation
InthecaseofthePIDcontrollertheseissuesemergedorganicallyasthetechnologydevelopedbuttheyareactuallyimportantintheimplementationofallcontrollers。
Manyofthesequestionsarecloselyrelatedtofundamentalpropertiesoffeedback,someofthemhavebeendiscussedearlierinthebook。
6.3FilteringandSetPointWeighting
Differentiationisalwayssensitivetonoise。
ThisisclearlyseenfromthetransferfunctionG(s)=sofadifferentiatorwhichgoestoinfinityforlarges。
Thefollowingexampleisalsoilluminating。
wherethenoiseissinusoidalnoisewithfrequencyw。
Thederivativeofthesignalis
Thesignaltonoiseratiofortheoriginalsignalis1/anbutthesignaltonoiseratioofthedifferentiatedsignalisw/an.Thisratiocanbearbitrarilyhighifwislarge。
Inapracticalcontrollerwithderivativeactionitistherefornecessarytolimitthehighfrequencygainofthederivativeterm.Thiscanbedonebyimplementingthederivativetermas
6.2
insteadofD=sTdY。
Theapproximationgivenby(6。
2)canbeinterpretedastheidealderivativesTdfilteredbyafirst—ordersystemwiththetimeconstantTd/N。
Theapproximationactsasaderivativeforlow—frequencysignalcomponents。
Thegain,however,islimitedtoKN。
Thismeansthathigh-frequencymeasurementnoiseisamplifiedatmostbyafactorKN.TypicalvaluesofNare8to20。
Furtherlimitationofthehigh-frequencygain
ThetransferfunctionfrommeasurementytocontrolleroutputuofaPIDcontrollerwiththeapproximatederivativeis
Thiscontrollerhasconstantgain
athighfrequencies。
ItfollowsfromthediscussiononrobustnessagainstprocessvariationsinSection5。
5thatitishighlydesirabletorolloffthecontrollergainathighfrequencies。
Thiscanbeachievedbyadditional
lowpassfilteringofthecontrolsignalby
whereTfisthefiltertimeconstantandnistheorderofthefilter.ThechoiceofTfisacompromisebetweenfilteringcapacityandperformance。
ThevalueofTfcanbecoupledtothecontrollertimeconstantsinthesamewayasforthederivativefilterabove。
Ifthederivativetimeisused,Tf=Td/Nisasuitablechoice。
IfthecontrollerisonlyPI,Tf=Ti/Nmaybesuitable。
Thecontrollercanalsobeimplementedas
6。
3
ThisstructurehastheadvantagethatwecandevelopthedesignmethodsforanidealPIDcontrolleranduseaniterativedesignprocedure。
ThecontrollerisfirstdesignedfortheprocessP(s)。
ThedesigngivesthecontrollerparameterTd.AnidealcontrollerfortheprocessP(s)/(1+sTd/N)2isthendesignedgivinganewvalueofTdetc。
Suchaprocedurewillalsogiveaclearpictureofthetradeoffbetweenperformanceandfiltering。
SetPointWeighting
Whenusingthecontrollawgivenby(6.1)itfollowsthatastepchangeinthereferencesignalwillresultinanimpulseinthecontrolsignal。
Thisisoftenhighlyundesirablethereforderivativeactionisfrequentlynotappliedtothereferencesignal.Thisproblemcanbeavoidedbyfilteringthereferencevaluebeforefeedingittothecontroller。
Anotherpossibilityistoletproportionalactionactonlyonpartofthereferencesignal。
Thisiscalledsetpointweighting。
APIDcontrollergivenby(6。
1)thenbecomes
4
wherebandcareadditionalparameter。
Theintegraltermmustbebasedonerrorfeedbacktoensurethedesiredsteadystate。
ThecontrollergivenbyD6。
4Ehasastructurewithtwodegreesoffreedombecausethesignalpathfromytouisdifferentfromthatfromrtou。
Thetransferfunctionfromrtouis
6.5
Timet
4Responsetoastepinthereferenceforsystemswithdifferentsetpointweightsb=0dashed,b=0.5fullandb=1.0dashdotted。
TheprocesshasthetransferfunctionP(s)=1/(s+1)3andthecontrollerparametersarek=3,ki=1.5andkd=1.5。
andthetransferfunctionfromytouis
6
Setpointweightingisthusaspecialcaseofcontrollershavingtwodegreesoffreedom.
Thesystemobtainedwiththecontroller(6.4)respondtoloaddisturbancesandmeasurementnoiseinthesamewayasthecontroller(6.1)。
Theresponsetoreferencevaluescanbemodifiedbytheparametersbandc。
ThisisillustratedinFigure6。
4,whichshowstheresponseofaPIDcontrollertoset—pointchanges,loaddisturbances,andmeasurementerrorsfordifferentvaluesofb。
Thefigureshowsclearlytheeffectofchangingb。
Theovershootforset-pointchangesissmallestforb=0,whichisthecasewherethereferenceisonlyintroducedintheintegralterm,andincreaseswithincreasingb。
Theparametercisnormallyzerotoavoidlargetransientsinthecontrolsignalduetosuddenchangesintheset—point.
4DifferentParameterizations
ThePIDalgorithmgivenbyEquation(6。
1)canberepresentedbythetransferfunction
6.7
8
9
AninteractingcontrolleroftheformEquationD6。
8Ethatcorrespondstoanon—interactingcontrollercanbefoundonlyif
Theparametersarethengivenby
10
Thenon—interactingcontrollergivenbyEq