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Wind Power Integration

Connection and System Operational Aspects, 2nd Edition

Brendan Fox, Leslie Bryans, Damian Flynn, Nick Jenkins, David Milborrow, Mark O’Malley, Richard Watson, Olimpo Anaya-Lara

WindPowerIntegration

Othervolumesinthisseries:

Volume1

Volume6

Volume7

Volume8

Volume9

Volume10

Volume11

Volume13

Volume16

Volume17

Distributedgeneration N.Jenkins,J.B.EkanayakeandG.Strbac

Microgridsandactivedistributionnetworks S.Chowdhury,S.P.Chowdhury andP.Crossley

Propulsionsystemsforhybridvehicles,2ndedition J.M.Miller

Energy:resources,technologiesandtheenvironment C.Ngo

Solarphotovoltaicenergy A.LabouretandM.Villoz

Scenariosforafutureelectricitysupply:cost-optimizedvariationson supplyingeuropeanditsneighbourswithelectricityfromrenewable energies G.Czisch

Cogeneration:auser’sguide D.Flin

Offshorewindturbines:reliability,availabilityandmaintenance P.Tavner

Modellingdistributedenergyresourcesinenergyservicenetworks S.Acha

Electricaldesignforoceanwaveandtidalenergysystems R.Alcornand D.O’Sullivan(Editors)

WindPowerIntegration ConnectionandSystem

2ndEdition

PublishedbyTheInstitutionofEngineeringandTechnology,London,UnitedKingdom

TheInstitutionofEngineeringandTechnologyisregisteredasaCharityinEngland& Wales(no.211014)andScotland(no.SC038698).

† TheInstitutionofEngineeringandTechnology2007and2014

Firstpublished2007 SecondEdition2014

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2.2.3Electromagneticinduction

2.3.1Powerinsteady-stateACsystems

2.3.2Phasors

2.3.3PowerinACsystems

2.4Introductiontopowersystems

2.4.1Three-phasesystems

2.4.2Comparisonofsingle-andthree-phasesystems

2.4.3Three-phasesupply

2.4.4Balancedstar-connectedload

2.4.8Equivalentsingle-phase

2.4.9Theperunitsystem

2.5.1Lineparameters

2.5.2Linemodels

2.5.3Powertransmission

2.5.4Voltageregulation

3.4.1Energyextractionacrosstherotordisk

3.5Fixed-speedwindturbines

3.5.1Reviewoftheinduction(asynchronous)machine 64

3.5.2Fixed-speedinductiongenerator-basedwindturbine70

3.6Variable–speedwindturbines

3.6.1Doublyfedinductiongeneratorwindturbine

3.6.2Wide-rangevariable-speedsynchronous generatorwindturbine

4.3.1Thevoltagelevelissue

4.4Thermal/activepowermanagement

4.4.1Planningapproaches/standards

4.4.2Windfarmconnectionissues

4.4.3Backbonesystemissues

4.5Networkpowerqualitymanagement

4.5.1Dips

4.5.2Harmonics

4.5.3Flicker

4.6Transientsystemperformance

4.6.1Frequencyperformanceanddynamicresponse

4.6.2Transientresponse

4.7Faultlevelissues

5Operationofpowersystems

5.1Introduction

5.2.1Unitload-frequencycontrol

5.2.2Emergencyfrequencycontrol

5.3Systemoperationwithwindpower

5.3.1Overviewofsystemoperationalchallengesofwindpower150

5.3.2WindpowerinIreland

5.3.3Systemoperationandwindvariability

5.3.4Systemoperationalmodes

5.3.5Capacitycredit

5.3.6Ancillaryserviceprovision

5.3.7Windturbinegeneratorinertialresponse

5.3.8Distributedgenerationprotection

5.4Energybalance

5.5Energystorage/demand-sideparticipation

5.5.1Conventionalenergystorage

5.5.2Demand-sideparticipation

5.5.3Hydrogenenergystorage

6Windpowerforecasting

6.1Introduction

6.2.1Meteorology,weatherandclimate

6.5.2Statisticalmodels

Preface

Theimpetusforthebookistherapidgrowthofwindpowerandtheimplicationsof thisforfuturepowersystemplanning,operationandcontrol.Thiswouldhavebeen aconsiderablechallengefortheverticallyintegratedpowercompaniespre-1990.It hasbecomeanevengreaterchallengeintoday’sliberalisedelectricitymarket conditions.Theaimofthebookistoexaminethemainproblemsofwindpower integrationonasignificantscale.Theauthorsthendrawontheirknowledgeand expertisetohelpguidethereaderthroughanumberofsolutionsbasedoncurrent researchandonoperationalexperienceofwindpowerintegrationtodate.

Thebook’sbackdropwasthecommitmentoftheUKgovernment(andEuropean governmentsgenerally)toatargetof10%ofelectricalenergyfromrenewableenergy sourcesby2010,andan‘aspirationalgoal’of20%by2020.Therehasalsobeena significantreductioninthecostofwindpowerplant,andhenceenergycost.Where averagewindspeedsare8m/sormore,asisthecaseformuchofGreatBritainand Ireland,thebasicproductioncostofwindenergyisnearlycompetitivewithelectricityfromcombinedcyclegasturbine(CCGT)plant,withouttheconcernabout long-termavailabilityandcost.Thedownsideisthatthesupplyoverthesystem operationaltime-scaleisdifficulttopredict.Inanycase,windpowercannotprovide ‘firmcapacity’,andthereforesufferscommerciallyinmarketssuchasBETTA (Britishelectricitytradingandtransmissionarrangements).Ontheotherhand,green incentivesintheformofrenewableobligationcertificates(ROCs)providewind generatorswithasignificantextraincome.Thisisencouragingdeveloperstocome forwardinnumberswhichsuggestthatthe10%targetmaybeattained.Indeed, Germany,SpainandIrelandarealreadyexperiencingwindenergypenetrationlevels intheregionof5%,whileDenmarkreachedalevelof20%someyearsago.

Thebookattemptstoprovideasolidgroundinginallsignificantaspectsof windpowerintegrationforengineersinavarietyofdisciplines.Thusamechanical engineerwilllearnsufficientelectricalpowerengineeringtounderstandwindfarm voltageregulationandfaultride-throughproblems;whileanelectricalengineer willbenefitfromthetreatmentofwindturbineaerodynamics.Theywillboth wishtounderstandelectricitymarkets,andinparticularhowwindenergyislikely tofare.

Theintroductorychapterchartstheremarkablegrowthofwindenergysince 1990.Thevarioustechnicaloptionsforwindpowerextractionareoutlined.This chapterthengoesontodescribethepotentialproblemsoflarge-scalewindintegration,andoutlinessomepossiblesolutions.Thesecondchapterisessentiallyan electricalpowerengineeringprimer,whichwillenablenon-electricalengineersto

copewiththeconceptspresentedinChapters3and4.Chapter3dealswithwind turbinegeneratortechnology,withparticularattentionbeingpaidtocurrentvariable-speeddesigns.Chapter4isconcernedwithwindfarmconnection,andthe implicationsfornetworkdesign–anarealackinganestablishedmethodologyto dealwithvariablegeneration.

Chapter5addressesthekeyissueofpowersystemoperationinthepresenceof largelyunpredictablewindpowerwithlimitedscopeforcontrol.Energystorage providesatemptingsolution;thetreatmenthereconcentratesonrealistic,low-cost optionsandimaginativeuseofexistingpumpedstorageplant.Theimportance ofwindpowerforecastingisemphasised,andformsthemainthemeofChapter6. Theencouragingprogressinthelastdecadeisdescribed.Ensembleforecasting offersausefuloperationaltool,notleastbyprovidingthesystemoperatorwithan indicationofforecastreliability.Finally,Chapter7summarisesthemaintypesof electricitymarket,anddiscussestheprospectsforwindpowertrading.Themain renewableenergysupportschemesareexplainedanddiscussed.

Thebookaroselargelyfromanumberofworkshopsorganisedaspartofan EPSRC(EngineeringandPhysicalSciencesResearchCouncil)networkon ‘Operationofpowersystemswithsignificantwindpowerimport’.Thiswaslater knownsimplyastheBLOWING(BringingLarge-scaleOperationofWindPower intoNetworksandGrids)network.Thebookreflectsmanylivelydiscussions involvingtheauthorsandmembersofthenetwork,especiallyGraemeBathurst, RichardBrownsword,EdwardClarke,RuairiCostello,LewisDale,MichaelFarrell, ColinFoote,PaulGardner,SeanGiblin,NickGoodall,JimHalliday,BrianHurley, MichaelJackson,DanielKirschen,LarsLandberg,DerekLumb,AndyMcCrea, PhilipO’Donnell,ThalesPapazoglou,AndrewPowerandJennieWeatherill.Janaka Ekanayake,GnanasamnbandapillaiRamtharanandNolanCaliaohelpedwith Chapter3.WeshouldalsomentionDrShashiPersaud,whosePhDstudiesat Queen’sUniversityinthelate1990swereinstrumentalindrawingupthenetwork proposal,andwholaterhelpedwithitsongoingadministration.

BFox,Belfast,November2006

PrefacetoSecondEdition

Windpowercapacitycontinuestogrowapacearoundtheworld,notablyinChina andtheUnitedStateswithjustover60GWeach.Thetechnologyhastendedto convergeonvariable-speedwindturbinegenerators,withthemainchangesince 2006beingtheincreaseinratingstowards10MW.Also,moreofthesedevicesare nowbeinginstalledoffshore,especiallyoffthecoastofnorth-westernEurope.The UnitedKingdomleadsthefield,withover3,000MW.However,thecostremains stubbornlyhigh,andthenextdecadeislikelytoseeaconcertedefforttobring offshorewindenergycostsclosertonuclearpower.

Oppositiontowindpowerhasgrownalmostasfastastheindustryitself.The objectionscentreonthevisualimpactofonshorewindfarms,whichisunderstandableindenselypopulatedareas.Thereisalsoconcernaboutthecostofwind energy.Objectorstendtofocusratherunfairlyonoffshorecosts,giventhepioneeringnatureofthedevelopments.

Thesecondeditionof Windpowerintegration hasprovidedanopportunityto updatewindenergystatistics.Theauthorshaveconcentratedoncost-effective solutionstothemanychallengesposedbytherapidgrowthofcapacity.Theyhave alsogivensomeconsiderationtothelimitsonwindpenetration.Itistobehoped thattheneweditionwillprovehelpfultoengineersandinformarationaldebate abouthowwindenergycancontributetoasustainableelectricitysupplysystem.

BFox,Belfast,December2013

Chapter1 Introduction

1.1Overview

Theprincipaldriversforrenewableenergygrowthhavebeenincreasingconcerns overglobalwarming,andthepriceandsecurityoffossilfuels.Arangeofpolicy instrumentshasbeenusedtopromotelow-carbontechnologies.Unsurprisingly, mostgrowthintheearlydays(1980onwards)tookplaceinlocationswithgenerous subsidies,suchasCalifornia,Denmark,GermanyandSpain.Morerecently,there hasbeenvigorousactivityintheUnitedStatesasawhole,China,India,Portugal andIreland.Twenty-eightpercentofDenmark’selectricitywasgeneratedbywind in2012,16–18%inIreland,SpainandPortugal,over10%inGermanyandover 6%intheUnitedKingdom,RomaniaandGreece(WiserandBolinger,2013).

Windenergyhassustaineda25%compoundgrowthrateforwellover adecade,andtotalcapacityinmid-2013was280GW(Milborrow,2013). Theannualelectricityproductioncapabilityofthisquantityofwindisabout 540TWh–slightlylessthantheannualconsumptioninFrance.Withthegrowthof thetechnologyhascomeincreasedreliabilityandcheapergenerationcosts,which canbesetalongsidethoseoftheotherthermalandrenewablesources.

‘Whathappenswhenthewindstopsblowing?’isanintuitiveresponseto thegrowthofwindenergyforelectricitygeneration,butitissimplistic.Inan integratedelectricitysystemwhatmatterstothesystemoperatorsistheadditional uncertaintyintroducedbywindgeneration.Severalstudieshavenowquantifiedthe costofvariabilityanduncertainty –whichismodest–andalsoestablishedthatthe windcandisplaceconventionalthermalplant.Strictlyspeaking,windisvariable ratherthanintermittent,whilethermalplant,thatcan,anddoes,‘trip’offline instantaneouslyisintermittent.

Largewindturbinesforcentralisedgenerationnowexceed100mindiameter andratingscanbeashighas6MW.Largermachinesareunderdevelopment. Off-gridapplicationsaregenerallymuchsmallerandthecriteriaforsuccessful commercialexploitationaredifferent,asgenerationcosts,offgrid,arefrequently high,sometimesduetotheuseofimportedfuels.

Bymid-2013nearly5,000MWofoffshorewindcapacitywasinoperation andsubstantialgrowthisexpectedinthisarea,partlyonaccountofthereduced environmentalimpact.ItisbeingactivelydeployedinDenmark,Germany, theUnitedKingdomandelsewhere,andislikelytocontributetothecontinuing stronggrowthofwindcapacity,whichislikelytoexceed300GWintotalbythe endof2013.

1.2Worldenergyandclimatechange

Worldprimaryenergydemandmorethandoubledbetween1971and2010andis expectedtoincreasebyanother40%by2020.Duringthelast30yearstherehas beenasignificantshiftawayfromoilandtowardsnaturalgas.Thelatteraccounted for21%ofprimaryenergyand22%ofelectricitygeneration,worldwide,in2010 (InternationalEnergyAgency,2013).

Whenusedforheatingorelectricity,naturalgasgenerateslowercarbon dioxideemissionsthancoaloroil,andsotheriseincarbondioxideemissions duringthelast40yearsdidnotmatchthegrowthinenergydemand,anddidnot quitedouble.However,increasingconcernsoverglobalwarminghaveledworld governmentstodiscusswaysofslowingdowntheincreaseincarbondioxide emissions.Internationalclimatechangenegotiationsareproceedingunderthe auspicesoftheUnitedNations,and,atakeymeetingatKyotoinDecember1997, anoveralltargetforglobalreductionofgreenhousegasesby5%wasagreed between1990andthetargetdatewindowof2008–2012.Nationaltargetswerethen set.TheKyotoprotocolfinallybecamelegallybindingon16February2004.The protocolwasextendedinDecember2012toincludeemissiontargetsfortheperiod upto2020,butstilldoesnotincludetheUnitedStatesandChinaandonlyincludes about15%ofworldcarbonemissions.

1.2.1Renewableenergy

In2010,renewableenergycontributed12.2%ofworldtotalprimaryenergy (2.3%hydro,10%combustiblerenewablesandwaste,and0.9%geothermal,solar andwind).Asmuchofthecombustiblerenewablesareusedforheat,the contributionsforelectricitygenerationweresomewhatdifferent:hydrocontributed 16%andgeothermal,solar,windandcombustiblerenewablescontributed3.7%. Althoughsignificantamountsofhydrocapacityarebeingconstructedinthe developingworld,mostrenewableenergyactivityinthedevelopedworld iscentredonwind,solarandbiomasstechnologies.In2010,worldelectricity productionfromhydroaccountedfor3,428TWhandallotherrenewables delivered792TWh(InternationalEnergyAgency,2012).

Therearenotechnicaloreconomicreasonsconstrainingthefurtherdevelopmentofhydroelectricenergy,butlarge-scaledevelopmentsneedsubstantialareasof landforreservoirsandsuchsitestendtobedifficulttoidentify.Forthisreason, large-scalehydrogenerallydoesnotcomeundertheumbrellaofmostrenewable energysupportmechanisms.Small-scaledevelopments,including runofriver schemes,aregenerallysupported,butthesetendtohavehighergenerationcosts. Futuredevelopmentsoftidalbarrageschemesarelikelytobeconstrainedforsimilar reasons,althoughthetechnologyiswellunderstoodandproven.Tidalstreamtechnology,ontheotherhand,isrelativelynew.Itinvolvesharnessingtidalcurrents usingunderwaterturbinesthataresimilarinconcepttowindturbines.Itisthefocus ofconsiderableresearchactivitywithintheEuropeanUnionandprototypedevices arecurrentlybeingtested.Waveenergyisalsoatasimilarstageofdevelopment,

withresearchactivityrightacrosstheOrganisationforEconomicCo-operationand Development(OECD)andanumberofprototypedevicesarecurrentlyundertest.

1.2.1.1Supportmechanisms

Althoughsomerenewableenergysourcescan–anddo–competecommercially withfossilsourcesofenergy,theiremergingstatusisgenerallyrecognisedby variousmethodsofsupport.Overthelastdecadeorso,severaltypesofsystem supporthaveappeared:

● Capitalsubsidies:Thesewereatleastpartiallyresponsibleforaveryrapid expansionofwindenergyactivityinCaliforniaintheearly1980s.(Generous productionsubsidieswerealsoacontributoryfactor.)Capitalsubsidiesalso appearedinEurope,butarenowrare.

● SeveralEuropeancountrieshavesupportedrenewablesthroughasystemof standardpaymentsperunitofelectricitygenerated–oftenapercentageofthe consumerelectricityprice.Ofthesemechanisms,theGermanandDanish mechanismshavestimulatedthemarketsextremelyeffectively.TheGerman supportmechanismforwindgenerationisnowmoresophisticatedasitis tailoredtothewindspeedatthespecificsites.

● Competitivebidding:ThisisexemplifiedbytheNon-FossilFuelObligation (NFFO)intheUnitedKingdom.Developersbidforcontracts,specifyingapriceat whichtheyareabletogenerate.Thosebiddingunderneathahurdlesetbygovernment,inthelightofthecapacitythatisrequired,arethenguaranteedlong-term contracts.ThismechanismunderwentvariouschangesintheUnitedKingdomand hasbeenemulatedinFranceandIreland,butwillshortlybereplaced.

● Partialsubsidiesoftheenergyprice:TheU.S.productiontaxcreditisagood exampleofthis;successfulrenewableenergyprojectsqualifyforapremiumof $0.021foreachunitofelectricitygenerated.

● Obligations:ThesearetypifiedintheRenewablesPortfolioStandardinthe UnitedStatesandtheRenewablesObligation(RO)inBritain.Inessence, electricitysuppliersaremandatedtosourcespecifiedpercentagesoftheir electricityfromrenewablesourcesbyspecifieddates.Failuretomeetthe obligationispenalisedby buy-out payments.

Standardpaymentsingeneralhavebeenrelativelysuccessfulinencouraging deployment,althoughtheydonotprovidestrongincentivestoreduceprices. (ThecurrentGermansystemattemptstoovercomethisdifficultybystepping downthepayment,year-by-year.)Competitiveschemes,suchastheNFFO,are sometimeslesssuccessfulintermsofdeployment,althoughtheUKNFFOwas verysuccessfulinbringingpricesdown.

1.2.1.2EUandUKrenewableenergy–capacityandtargets

TheEUDirective2009/28/EConrenewableenergy,implementedbyDecember 2010,setsambitioustargetsforallMemberStates,suchthattheEUwillreacha 20%shareofenergyfromrenewablesourcesby2020anda10%shareofrenewableenergyspecificallyinthetransportsector.

TheUKtargetisfor15%ofenergytobesourcedfromrenewablesfor2020. The NationalRenewableEnergyActionPlan (UKgovernment–gov.uk,undated) providesdetailsonasetofmeasuresthatwouldenabletheUnitedKingdomto meetits2020target.Thegovernmentconsidersthatthetargetisfeasiblethrough domesticactionandcouldbeachievedwiththefollowingproportionofenergy consumptionineachsectorcomingfromrenewables:

● Around30%ofelectricitydemand,including2%fromsmall-scalesources

● 12%ofheatdemand

● 10%oftransportdemand

1.2.1.3Policyinstruments

Theprincipalinstrumentthathasbeenusedtostimulatethedevelopmentof electricityfromrenewableenergysourcesintheUnitedKingdomsince2002has beentheRO.Morerecently,small-scalegenerationhasbeensupportedthrougha Feed-InTariff(FIT)scheme.

TheROcameintoeffectin2002inEngland,WalesandScotlandandin2005 inNorthernIreland.ItplacesanobligationonUKelectricitysupplierstosourcean increasingproportionofelectricitytheysupplytocustomersfromrenewable sources.RenewablesObligationCertificates(ROCs)aregreencertificatesissued bytheAuthoritytooperatorsofaccreditedrenewablegeneratingstationsforthe eligiblerenewableelectricitytheygenerate.OperatorscanthentradetheROCs withotherparties,withtheROCsultimatelybeingusedbysupplierstodemonstrate thattheyhavemettheirobligation.

WheresuppliersdonothaveasufficientnumberofROCstomeettheirobligation,theymustpayanequivalentamountintoa‘buy-out’fund.Theadministrationcostoftheschemeisrecoveredfromthefundandtherestisdistributedback tosuppliersinproportiontothenumberofROCstheyproducedinrespectoftheir individualobligation.

During2011–201234.8millionROCswereissuedandthetotaloutput fromaccreditedrenewablegeneratingstationswas31.0TWh,anincreaseof 34%comparedto2010–2011.ThetotalelectricitysuppliedintheUnited Kingdomin2011–2012was308TWh,andthetotalextracostwas£1.45billion (OFGEM,2013).

TheROwillbereplacedbyContractsforDifferences(CfDs)whichaimto stimulateinvestmentinlow-carbontechnologies(includingrenewables,nuclear andCarbonCaptureandStorage(CCS))byprovidingpredictablerevenuestreams. CfDsshouldencourageinvestmentbyreducingriskstoinvestorsandbymakingit easierandcheapertosecurefinance.TheContractforDifferenceisalong-term contractthatpaysthegeneratorthedifferencebetweenanestimateofthemarket priceforelectricity(the‘referenceprice’)andanestimateofthelong-termprice neededtobringforwardinvestmentinagiventechnology(the‘strikeprice’).This reducesgenerators’long-termexposuretoelectricitypricevolatility,substantially reducingthecommercialriskandencouraginginvestmentinlow-carbongeneration atleastcosttoconsumers.

Thedraftstrikepriceforonshorewindis£100/MWhand£155/MWhfor offshorewind.Thesepriceswillrunfrom2014/2015(whenthefirstcontractswill beplaced)to2018/2019(DepartmentofEnergyandClimateChange,2013).

1.3Windenergy

1.3.1Background

Worldwindenergycapacitydoubledeverythreeyearsfrom1990to2005.Itis doubtfulwhetheranyotherenergytechnologyisgrowing,orhasgrown,atsucha remarkablerate.Sincetheturn-of-the-century,thepacehasslowedslightly,but doublingbetween2000and2012stilloccurredevery3.05years;compoundannual growthrateduringthatperiodwas25%.Thewayinwhichcapacityhasbuiltup duringthisperiodisshowninFigure1.1.

Attheendof2012,theUnitedStateshadthemostwindenergy,with62.2GW, followedbyChinawith60.8GW,Germanywith31.3GWandSpainwith 22.8GW.Totalworldwindturbinecapacityattheendof2012was270GW.Wind productioninWesternDenmarkin2012accountedforabout25%ofelectricity consumed.Attimes,thepoweroutputfromthewindturbinesmatchesthetotal consumptioninJutland.

Offshorewindcapacitytotals4,969MWandattheendof2012,theUnited Kingdomhadthehighestcapacity–2,679MW.ThisisfollowedbyDenmarkwith 922MW,Belgiumwith380MWandtheNetherlandswith247MW.Manymore offshorewindfarmsareplannedandifallthecapacitytargetsfor2020aspartof NationalRenewableEnergyPlansoftheEUStatesarerealised,therewillbe over41GWofoffshorewindcapacityintheEUbythattime.Offshorewindis significantlymoreexpensivetobuildthanonshorewind,butthisispartiallyoffset bythegreaterenergyproductivitythatresultsfromhigherwindspeeds.Inaddition, theresourceisverylargeandtherearefewerenvironmentalimpacts.

Mostoffshorewindfarmshavebeenbuiltinfairlyshallowwaters,closeto theshore.Thereareavarietyoffoundationdesigns,with‘monopiles’possibly

beingthemostpopular.However,oncethewaterdepthexceedsaround30mthe prospectsforfloatingwindturbinesbecomeincreasinglyattractive.Thereareafew experimentalinstallations,andconsiderableresearchintothefeasibilityandcosts ofpossibledesignsisbeingundertaken.

Thisrapidgrowthofwindgenerationhasbeenstimulatedbythefinancial supportmechanismsandalsobyaveryrapidmaturingofthetechnology.Energy outputshaveimproved,partlyduetobetterreliability,partlyduetothedevelopment oflargermachines.Economiesofscaleproducequitemodestincreasesofefficiency, butlargermachines,ontallertowers,intercepthigherwindspeeds.Technical improvementshaverunparallelwithcostreductionsandthelatter,inturn,havebeen partlyduetoeconomiesofscale,partlytobetterproductiontechniques.Finally, wind’ssuccesshasalsobeenduetothegrowingawarenessthattheresourcesare substantial–especiallyoffshore–andthatenergycostsareconvergingwiththoseof the conventional thermalsourcesofelectricitygeneration.Insomelocationsthe priceofwind-generatedelectricityislowerthanpricesfromthethermalsources.

1.3.2Changesinsizeandoutput

Earlymachines,around1980,werefairlysmall(50–100kW,15–20mdiameter), butthesizeofcommercialwindturbineshassteadilyincreased.Figure1.2tracks theaveragesizeofmachineinstalledinGermanyfrom2000to2012;duringthat period,theaverageratedoutputmorethandoubled–from1,114to2,419kW.

Asmachineratingshaveincreased,sohavehubheights.Asaruleofthumb,hub heightisroughlysimilartorotordiameterbutmanymanufacturersoffertheoption oftallertowerstoachieveevenhigheroutput.Severalmachineswithdiameters around70mhavehubheightsof100m.Anotherwayofincreasingenergyyieldsis toincreasetheratingofthegenerator.However,thehighertherating,theshorterthe timethatmaximumoutputisachieved.Itdoesnotmakeeconomicsensetoinstall generatorswithveryhighratings,asthehighwindspeedsneededtoreachmaximum outputwillonlybeencounteredforafewhoursintheyear.Aswindturbinemanufacturersaresubjecttosimilareconomicpressures,mosthavesettledforrated

Figure1.2Averagemachineratings–Germany

outputscorrespondingtoabout400W/m2 ofrotorarea.A40mdiametermachine, marketedintheearly1990s,wouldthereforehaveanoutputofaround500kW.With anaveragewindspeedof,say,7.5m/sandatypicalwindspeeddistributionpattern, thismeantthatmaximumoutputwouldbeachievedforaround8%oftheyear. Ratingshaveincreased,however,asthemarketshavebecomeincreasinglycompetitive,andsomeoftheverylargestmachinesnowapproach600W/m2.Windturbineswithhighratingsare,however,lesssuitedtolowwindspeedsites.Many manufacturersnowoffermachineswithlargerotorsandmodestratingsforsuch sites.TurbinemanufacturerVestas,forexample,offersa110mdiameter,2MW machineforlowwindspeedsites,an80mdiametermachinewiththesamerating forhighwindspeedsites,andvariousotheroptions.

1.3.3Energyproductivity

Theincreasesinsizeandspecificrotoroutputs,coupledwithasmallcontribution fromaerodynamicscaleeffectsandfromdesignimprovements,haveallcombined tobringaboutmarkedincreasesinenergyproduction.Toillustratethispoint, Figure1.3showsthatannualyields,perunitarea,increasebyover50%asrotor diametersincreasefrom20to80m.Thisfigurewasconstructedusingactualperformancedatafrommanufacturers’specificationsandtakingareferencewind speedof7m/sat30m.Itwasassumedthatwindspeedincreaseswithheight accordingtoa1/7-powerlaw.

1.4Designoptions

Althoughenergyyieldisimportant,soisprice,andtherearevariouswaysinwhich manufacturersseektoachievethebestbalancebetweenhighyieldandlowprice.At oneendofthespectrumarethesimpleandrugged stall-regulated windturbines, runningatafixedspeedandusinginductiongenerators.Sincetheturn-of-the-century, however,thenumberofmachinesinthiscategoryhasdeclined.Attheotherendofthe

(kWh/sq m of rotor area)

Figure1.3Annualyieldsfromturbinerotors

designspectrumarethevariable-speed,direct-drivemachineswithpowerconditioning equipmentthatareabletooperatewitheitheraleadingorlaggingpowerfactor.

Numerouspermutationsofthedesignoptionsarepossible.Therehasbeen somereductioninthetypesofmachineonthemarket,butnorealmovetowards uniformity.Themajorityoftheworld’swindturbinesnowhavethreeblades.Most ofthemachineryismountedinthenacelle,whichisyawedintothewindunder powerandmountedonasteeltower.

1.4.1Blades

Awiderangeofmaterialshavebeenusedforblademanufacture,includingaluminium,steel(forthespar,withalightfairing),woodepoxy,glassreinforced plasticandCarbonFibre-ReinforcedPlastic(CFRP).Thetwolattermaterialsare nowmostcommonastheyhavethebestcombinationofstrength,weightandcost. Itisessentialtokeepweighttotheminimum,astheweightofawindturbinehasa stronginfluenceonitsoverallcost.Thecostofwindturbinesusuallyaccountsfor 65–75%ofthetotalcostofawindfarmandcapitalrepaymentstypicallyaccount foraround75%ofelectricity-generatingcosts.

Thepreferenceforthreebladesarisesfromdistinctadvantages.Themomentof inertiaabouttheyawaxis,definedbythewinddirection,doesnotvarysubstantially,whateverthedispositionoftheblades;thisreducesthecyclicgyroscopic forceswhenyawingcomparedwiththoseencounteredwithtwo-blademachines. Second,three-blademachinesrotatemoreslowly,whichisimportantforreducing noisegeneration.Lastly,thevisualimpressionoftherotationofathree-bladerotor iseasierontheeye–aconsiderationwhichisimportanttoplanners.Perhaps contrarytointuition,three-bladerotorsareonlyslightlyheavier(about15%)than two-bladerotors.Therehasbeenspeculationthattheemergingoffshoremarket mightreawakeninterestintwo-bladerotors,astwooftheonshoreconstraints–noiseandvisual–arelessimportant.Thereislittlesignofthishappeningasyet.

Windturbinesarelargestructuresandsoweightisimportant.Bladeweightis especiallyimportant,assavingsinrotorweightsallowrelatedreductionsinthe weightofthehub,nacelleandtowerstructure.Fairlysimplereasoningsuggeststhat bladeweightincreaseswiththecubeoftherotordiameterandthisisborneoutbyan examinationofrotorweightsinthebladesizerangefrom20to100m.However,a betterunderstandingofrotoraerodynamicsandbladeloads,whichhasbeenacquired overtheyears,meansthatsubstantialreductionsinweighthavebeenachieved.

1.4.2Controlandthepowertrain

Attheturnofthecentury,roughlyhalfoftheworld’swindturbineshadfixed bladesandwereofthestall-regulatedtype;theremainderhadvariable-pitchblades tolimitthepowerinhighwinds.Stall-regulatedmachinescandispensewith potentiallytroublesomecontrolsforchangingthepitchoftheblades,butstillneed tohavesomeformofmovablesurfacetoregulaterotationalspeedbefore synchronisationandintheeventofdisconnection.Itmustbeemphasised,however, thatthereliabilityofboththesetypesofmachineisnowveryhigh.

Intheearlyyearsofwindenergydevelopment,themajorityofwindturbines operatedatafixedspeedandusedinductiongenerators,butincreasingnumbers nowrunatvariablespeed,usingpowerconditioningequipment(Chapter3). Theadvantageofusingslowerspeedsinlowwindsisthatnoiselevelsarereduced and,inaddition,aerodynamicefficiency–andhenceenergyyield–isslightly increased.Increasingnumbersofmachinesdispensewithagearboxanduseadirect drivetoamulti-polegenerator.

Afurtheradvantageofusingpowerconditioningequipmentisthatitavoidsthe needtodrawreactivepowerfromtheelectricitynetwork.Thisbenefitstheutility andmaymeansavingsforthewindturbineoperatorasreactivepowerisoften subjecttoacharge.Afurtherbenefitaccruesifthewindturbineisabletosell energywithalaggingpowerfactortotheutilityatapremium.

Themostrecentdevelopmentsinpowertraintechnologyinvolvetheuse ofdirect-driveelectricalgenerators.TheGermanmanufacturer,Enercon,for example,hassoldalargenumberofmachinesofthistype,worldwide,and currentlyoffersmachinesinarangeofsizesfrom200to7,580kW.Thediameter ofthelatteris127m.

1.4.3Summaryofprincipaldesignoptions

AsummaryoftheprincipaloptionsisgiveninTable1.1.

Table1.1Featuresoftypicalelectricity-generatingwindturbines

RotorsizeandratingUpto164mand8MW

No.ofbladesMosthavethree,somehavetwo,afewhaveone

BladematerialMostuseglass-reinforcedplastic,increasinguseofcarbon fibre-reinforcedplastic

RotororientationUsuallyupwindoftower;somedownwindmachines

RotationalspeedConstantspeedmachinesrotateatabout10revolutions/minuteat 100mdiameter,fasteratsmallersizes,sloweratlargersizes Increasingnumbersofvariable-speedmachines

PowercontrolThemostcommonmethodsare:

‘Pitchcontrol’:allorpartofthebladerotatedtolimitpower

‘Stallcontrol’:bladesarefixed,butstallinhighwinds;now becominglesscommon

PowertrainStep-upgearboxesmostcommon,butdirectdrives(nogearbox) withmulti-polegeneratorsnowincreasinginpopularity

GeneratorInductionusual,fourorsixpole;double-fedinductiongeneratorswere populararoundtheturnofthecentury,butvariablespeedmachines, withAC/DC/ACpowerelectronicsbecomingincreasinglypopular Direct-drivemachinesalsobecomingincreasinglypopular YawcontrolSensorsmonitorwinddirection;rotormovedunderpowerto lineupwithwind

Afewmachinesrespondpassively

TowersCylindricalsteelconstructionmostcommon Latticetowersusedinearlymachines

Afew(large)machineshaveconcretetowers

1.5Windfarms

Thenatureofthesupportmechanismshasinfluencedthewayinwhichwindenergy hasdeveloped.EarlydevelopmentsinCaliforniaandsubsequentlyintheUnited Kingdom,forexample,weremainlyintheformofwindfarms,withtensofmachines, butupto100ormoreinsomecases.InGermanyandDenmarkthearrangements favouredinvestmentsbyindividualsorsmallcooperatives,andsotherearemany singlemachinesandclustersoftwoorthree.Economiesofscalecanberealisedby buildingwindfarms,particularlyinthecivilengineeringandgridconnectioncosts, andpossiblybysecuring quantitydiscounts fromtheturbinemanufacturers.Economiesofscaledelivermoresignificantsavingsinthecaseofoffshorewindfarmsand manyoftheproposeddevelopmentsinvolvelargenumbersofmachines.

Table1.2givesanindicationofparametersforoffshoreandonshorewindfarms. Windspeedistheprimarydeterminantofelectricitycost,onaccountofthe wayitinfluencestheenergyyieldand,roughlyspeaking,developmentsonsites withwindspeedsof8m/swillyieldelectricityatonethirdofthecostfora5m/s site.Windspeedsaround5m/scanbefound,typically,awayfromthecoastal zonesinallfivecontinents,butdevelopersgenerallyaimtofindhigherwind speeds.Levelsaround7m/saretobefoundinmanycoastalregionsandovermuch ofDenmark;higherlevelsaretobefoundonmanyoftheGreekIslands,inthe Californianpasses–thesceneofmanyearlywinddevelopments–andonupland andcoastalsitesintheCaribbean,Ireland,Sweden,theUnitedKingdom,Spain, NewZealandandAntarctica.

Table1.2Keyfeaturesofanonshoreandanoffshorewindfarm

Onshore

ProjectnameHagshawHill

Projectlocation50kmsouthofGlasgowinthe SouthernHighlandsofScotland

Offshore

GreaterGabbard

c.20milesfromHarwich

SitefeaturesHighmoorlandsurroundedbydeep valleys Waterdepth20–32m

Turbines26,each600kW 140,each3.6MW

Projectrating15.6MW 504MW

Turbinesize35mhubheight,41mrotor diameter 78mhubheight,107mrotor diameter

Specialfeaturesof turbines Turbinestructuremodifiedforhigh extremegustwindspeed;special low-noisefeaturesofblades

TurbinesitingIrregularpatternwithtwomain groups,typicalspacingthree rotordiameters

Mountedonmonopilefoundations; sophisticatedmonitoringsystem, includesCCTV

Polygon,146sqkm

Energyproduction (annual) 57GWh 1,750GWh

Construction period AugusttoNovember19952009–2012

Source:BonusEnergyA/S,Denmark,www.bonus.dk

1.5.1Offshorewind

Offshorewindenergyhasseveralattractions,includinghugeresourcesandminimalenvironmentalimpacts.InEuropetheresourcesarereasonablywelllocated relativetothecentresofelectricitydemand.

Windspeedsaregenerallyhigheroffshorethanonland,althoughtheupland regionsoftheBritishIsles,ItalyandGreecedoyieldhigherspeedsthanoffshore. Tenkilometresfromtheshore,speedsaretypicallyaround1m/shigherthanatthe coast.TherearelargeareasoftheNorthSeaandBalticwithwindspeedsabove 8m/sat50m(HartnellandMilborrow,2000).Turbulenceisloweroffshore,which reducesthefatigueloads.However,wind/waveinteractionsmustbetakeninto accountduringdesign.Windspeedsareinevitablylesswellcharacterisedthan onshore,butaccurateestimatesareneededtoestablishgenerationcosts.Potential offshoreoperatorsarecurrentlymakingmeasurementsandfurtherstudiesarealso underway.

Denmark,Sweden,Belgium,theNetherlands,Germany,theUnitedKingdom andIrelandwereearlyentrantsintotheoffshoremarket.Theyhavealreadybuilt windturbinesinmarineenvironments,eitherintheseaoronharbourbreakwaters. Furtheractivityisplanned,morerecentlyincludingItaly,NorwayandChina. Severalmanufacturersarenowofferingmachinesspecificallyfortheoffshore market.Mostareintherange3–6MWinsizeandwithdesignmodificationssuch assealednacellesandspecialaccessplatformsformaintenance.Largermachines tendtobemorecosteffective,becausethemoreexpensivefoundationsareatleast partiallyjustifiedbyahigherenergyyield.

Theconstruction,deliverytositeandassemblyoftheMW-sizemachines demandsspecialistequipment,suitableportsandcarefultimetablingtomaximise thepossibilitiesofcalmweatherwindows.Althoughitwasanticipatedthataccess formaintenancemightbeaproblem,earlyexperiencefromDanishinstallationsis encouraging,although,again,experiencefromsomeofthemorehostileseasis stilllacking.

1.6Economics

1.6.1Windturbineprices

Largemachineshavebeendevelopedastheyofferlowercosts,aswellasbetter energyproductivity,asdiscussedearlier.Machinecosts(perunitareaofrotor)fall withincreasingsize,andtheuseoflargermachinesmeansthatfewermachinesare neededforagivenamountofenergy,andsothecostsoftransport,erectionand cablingareallreduced.

1.6.2Electricity-generatingcosts

Thereisnosingleanswertothequestion,whatisthegenerationcostofwind,and isiteconomic?Thecapitalcostsdependonthenatureofthesiteandthe ease(ordifficulty)ofaccess.Remoteonshoreoroffshoresiteswillinevitablyincur

Figure1.4Indicativecomparisonsbetweenoffshoreandonshorewindenergy prices

higherconstructioncostsbutthesemaybeoffsetbyhigherwindspeedsandhigher energyproductivity.Operationandmaintenancecosts,similarly,dependoneaseof access.Generationcosts(strictlyspeaking,prices)dependoninstitutionalfactors andparticularlytherobustnessofthesupportmechanism.Ifthisisperceivedtobe relativelyrisk-free,thendevelopersmaybecontentwithamodestrateofreturnon thecapitalinvestment(6–8%,forexample).If,however,remunerationforthe electricitygeneratedisnotguaranteed,theninvestorsarelikelytodemandahigher rateofreturn(10–12%,say).Thetimeforwhichpremiumpaymentsaremadewill alsoinfluencethegenerationcost.

Toprovideanindicationofhowonshoreandoffshoreenergypricescompare, Figure1.4showsdataforarangeofwindspeeds,withthefollowingassumptions (NationalGrid,2013):

● Installedcosts:onshore,£1,456/kW,offshore,£2,214/kW

● O&Mcosts:onshore,£57/kW/yr,offshore,£141/kW/yr

● 20yeardepreciation,8%(real)weightedaveragecostofcapital

Basedontheseassumptions,onshorewindcostsbetween£124/MWhatasite withawindspeedof6m/s,downto£55/MWhatasitewherethewindspeedis 9.5m/s.Offshorewindcostsbetween£166/MWhatasitewherethewindspeed is7m/s,downto£92/MWhatasitewithawindspeedof10m/s.TheInternational EnergyAgency(2013)quoteswiderranges;$50–160/MWh(£32–104/MWhat July2013exchangerates)foronshorewind,and$150–340/MWh(£97–221/MWh) foroffshore.

AspartofitsElectricityMarketReformprogramme,theUKgovernmentis proposingCfDsforrenewableenergysources.Onshorewindislikelytobepaid £100/MWhandoffshorewind£155/MWh.

Comparableelectricitypricesforgasandcoalplant,accordingtotheIEA, arearound$40–130/MWhforgas(£26–84/MWh),and$40–90/MWhforcoal

(£26–58/MWh).Nuclearisintherange£25–63/MWh,dependingonhowtheplant isfinanced.Thepriceofnuclearpowerisverydifficulttodetermine,butnegotiationsoverthestrikepriceforanewUKnuclearpowerstationarereportedlyin therange£95–97/MWh(Harvey,2013).

Thiscomparison,however,issimplistic.Itignoresthreeimportantissues:

● Windenergy,incommonwithseveraloftheotherrenewableenergysources, feedsintolow-voltagedistributionnetworks,closertothepointofuse,and thereforemayhaveahighervalue.

● The externalcosts ofwindenergyaremuchlowerthanthoseofthethermal sourcesofelectricity.Thesearecostswhicharenotaccountedfor,suchas thoseduetoacidraindamageandcoalsubsidies.

● Theseabovepointsenhancethevalueofwindgeneration.Onthedebitside, thevariablenatureofwindenergymeanselectricitysystemsneedtohaveextra reservesavailabletodealwiththeadditionaluncertaintyinmatchingsupply anddemand.

Thefirstandlastoftheseissuesareaddressedinthenextsection.The EuropeanCommissionfundedanauthoritativestudyofexternalcosts(European Commission,1995),whichprovidedestimatesthatareincludedinTable1.3. Itmaybenotedthatmanygovernmentstacitlyaccepttheprinciplebyproviding therenewableenergysupportmechanismsdiscussedearlier.

1.6.3Carbondioxidesavings

Thecarbondioxidesavingsthatresultfromtheintroductionofrenewable energydependonwhichfuelisdisplaced.Aswindenergyisinvariablya must run technology,thisimpliesthatchangesinoutputfromwindplantare reflectedinchangesinoutputfromthe loadfollowing plant.InmostofEurope, coaloroil-firedplanttendtobeusedforloadfollowing,whichimpliesthat eachMWhofrenewableelectricitydisplacesbetween650and1,000gof carbondioxide(thelowerfigureappliestooil).However,astheamount ofwindenergyonthesystemrises,the extracarbondioxideemissionsfrom theadditionalreserveplantneedtobetakenintoaccount,althoughtheseare verymodest.

Table1.3Estimatesofexternalcosts(ineurocents/kWh)

AnumberofEmissionsTradingSchemesaroundtheworld(intheEuropean Union,someAmericanStatesandinAustralia)short-circuittheneedtoestablish theexactlevelofcarbondioxidesavingsandtheircorrespondingvalueachievedby theintroductionofwindenergy.

Althoughtherehavebeenproposalsforthe carbontax thatwould,atleast qualitatively,reflecttheexternalcostsofgenerationfromfossilfuels,theEuropean Union’sEmissionsTradingSchemeaimstoestablishamarketpriceforcarbon dioxideemissionsthatdependsonthelevelsoftheceilingsthataresetonemissions.By2013,however,carbondioxidewastradingatverylowprices(around €2.5/tonne),imposingapenaltyofaround €2/MWhoncoal-firedgenerationandup toaround €0.6–0.8/MWhongas-firedgeneration.AspartofitsElectricityMarket Reform,theUKgovernmenthasproposedsettingacarbonfloorpricethatwillrise from£20/tonneofcarbondioxidein2015to£30/tonnein2030.In2030,thatwill addaround£24/MWhtothepriceofcoal-firedgenerationand£10/MWhtothe priceofgas-firedgeneration.

1.7Integrationandvariability–keyissues

Thereisawidespread,butincorrect,perceptionthattheintroductionofwind energyintoanelectricitynetworkwillcauseproblems–andfinancialpenalties. ThatperceptionwasreinforcedintheUnitedKingdomwiththeintroductionof theNewElectricityTradingArrangements(NETA,laterBETTA),underwhich variablesourcesofenergywereaccordedlessvalue.BETTAmuddiedthewaters, asthecontractsattheheartofthesystemaregenerallybasedonmatchingthe needsofelectricitysupplierswiththecapabilitiesofgenerators.Supplyand demandarebothdisaggregated,toadegree.Thisputsvariablerenewablesata disadvantage.

Thetechnicalcriteriaforabsorbingrenewablesonthetransmissionnetwork operatedbytheNationalGridCompanyhavebeenrestatedandaresetoutin Table1.4(NationalGridCompany,1999).Ofthethreecriteria,thethirdisprobablythemostsevereasfaraswindisconcernedandisdiscussedinthenext section.Itshouldbenotedthatthethresholdsarenotbarriersandthathigherlevels ofwindgenerationcanbeabsorbed–atacost.

Table1.4Criteriaforabsorptionofrenewableenergy Impact

Changeinrenewablegeneration output

Unpredictableinstantaneous reductioningenerationoutput

Unpredictableshort-notice reductioninoutput

Generationsubjecttofluctuation > 20%ofpeakdemand

Potentialinstantaneousloss > 2%ofpeakdemand

Potentialloss > 3%ofpeak demandinanhour

Purchaseadditional controllableoutput

Purchaseadditional frequencycontrol measures

Purchaseadditional reserveservices

1.7.1Windfluctuations

Justasconsumerdemandsaresmoothedbyaggregation,soistheoutputfromwind plant,andgeographicdispersiondramaticallyreduces,inproportion,thewind fluctuations.ThisisclearlyillustratedbydatafromtheGermanwindprogramme (ISET,1999/2000),andbyananalysisofwindfluctuationsinWesternDenmark (Milborrow,2001).Thedatacover350MWofplantinGermanyand1,900MWin WesternDenmark.

Ineachcase,therewerenorecordedupwardpowerexcursionsinanhour greaterthan20%ofratedpower.However,fromindividualmachines,orasingle windfarm,powerexcursionsuptoabout96%ofratedpowerwererecorded,albeit rarely.Withasinglemachine,excursionsof10%ofratedpowerweremeasuredfor about7%ofthetime,whereasthesefluctuationsonlyoccurredabout1%ofthe timefromtheaggregatedoutput.Figure1.5comparestheoutputfromallthewind plantinWesternDenmarkwithdatafromasinglewindfarm.Thelatterisbasedon powermeasurementsfromBessyBellwindfarminNorthernIreland,bykind permissionofNorthernIrelandElectricity.Thesedatawereanalysedinthesame wayastheDanishdatatoshowthepowerswings.

ThemeasurementsfromtheGermanwindprogrammealsoindicatethatthe powerfluctuationsarelowerthansuggestedbypreviousmodellingandanalyses. This,inturn,meansthattheoperationalpenaltiesassociatedwithrunningnetworks withwindgenerationmaybelowerthansomeearlyestimates.Theextracostof runningmorethermalplantasspinningreserveismodest–anearlystudysuggesteditwasbelow0.1p/kWhwith2%ofwindenergyonthesystem,risingto around0.2p/kWhwith10%windgeneration(Dale,2002).Amorerecentestimate suggestedthattheadditionalcosttotheelectricityconsumerof20%windenergy wouldbeabout£286millionperannum,or0.08p/kWhtotheconsumer(National Grid,2011).Otherstudieshaveyieldedsimilarresults,asthekeyissueisthe

Figure1.5Changesinaveragegeneratedoutputfromwindplant,basedon hourlyaverages

additionaluncertaintythattheintroductionofwindenergyimposesonanetwork. Demandandgenerationlevelscannotbepredictedwithtotalprecisiononany networkandtypical demandpredictionerrors arearound1–2%.Thismeansthat somespinningreservemustalwaysbescheduledanditmustalsobeabletocope withthelossofthelargestsingleunitonthesystem.

Theprecisewayinwhichwindgenerationisintegratedintoanelectricity network–andtheadditionalcost–dependsonthecharacteristicsoftheotherplant. Systemswithhydroorpumpedstorage(whichcanbeusedtorespondtochangesin windoutput)canabsorbmorevariablerenewables.Systemswithhighproportions ofnuclearorcombinedheatandpowertendtobelessflexible.Whatisclearisthat thevagariesofthewindorthesun,atmodestlevelsofpenetration,arenota problemformostcentralisedsystems.Despitethesteadilyincreasingpenetrationof windgenerationontheDanishgrid,energyfromtheplantcontinuestobeabsorbed.Greaterthreatstostabilityabound,particularlythelossofinterconnectorsorof largethermalplant.

1.7.2Capacitycredits

Fewtopicsgeneratemorecontroversythancapacitycreditsforwindplant.The capacitycreditofanypowerplantmaybedefinedasameasureoftheabilityofthe planttocontributetothepeakdemandsofapowersystem.Capacitycreditisoften definedastheratio(firmpowercapability)/(ratedoutput).Asthermalplantisnot 100%reliable,valuesforallplantarelessthanunity.Toafirstorder,1,000MWof nuclearplantcorrespondstoabout850MWoffirmpowerandhencehasacapacity creditof0.85;coalplanthasacapacitycreditofabout0.75.Thesefiguresare, roughly,thestatisticalprobabilityoftheplantbeingavailableattimesofpeak demand.

Almosteveryauthoritativeutilitystudyofwindenergyinlargenetworkshas concludedthatwindenergycanprovidefirmcapacity–roughlyequal,innorthern Europe,tothecapacityfactorinthewinterquarter(Milborrow,1996).Thisimplies thatif,say,1,000MWofwindplantwasoperatingonthemainlandUKnetwork,it mightbeexpectedtodisplacearound300MWofthermalplant.

Withsmallernetworks,whicharenotlargeenoughtobenefitfromgeographicaldispersion,thecapacitycreditmaybesmaller,ornon-existent.Astudy oftheIrishnetwork,forexample,assumedthatwindhadnocapacitycredit, althoughitacknowledgedthattheevidencewasconflictingandadvocatedfurther worktoclarifytheposition(Gardner etal.,2003).However,thenetworkoperator inIrelandhascarriedoutananalysisoftheimpactofwindonthesystem (ESBNG,2004a)andsuggestedthatthecapacitycredit,withsmallamountsof wind,isabout30%oftheratedcapacityofthewindplant,whichisinlinewith mostotherEuropeanstudies.

1.7.2.1Poweravailableattimesofpeakdemand

Astheriskofagenerationdeficiencyishighestattimesofpeakdemand,valuesof capacitycreditarestronglyinfluencedbytheavailabilityofvariablerenewable energysourcesattimesofpeakdemand.Severalauthorshaveexaminedthisissue,

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Ottawa, Sept. 22, 1883.

C & A:

I had a large quantity of Fluid on hand when your Preservative was received, but I have been using yours lately and am very well pleased with it and shall order more when out.

Jamestown, N. Y., Nov. 14, 1887.

C & A:

We have been trying some other kinds of Fluids, but do not find any that give as good satisfaction as yours, and we shall confine

ourselves to its use after this.

THEO. VDUSEN & BRO.

C & A:

Grand Ledge, Mich., March 9, 1883.

We like your Preservative first-rate and shall use it altogether when we need anything of the kind.

WEST BROS.

Monticello, Jan. 20, 1883.

C & A:

When in need of any Fluid I will gladly send you an order, as I believe that your Preservative is just the thing. I have been using it now for a number of years, and cannot find anything as good.

Newton, Kansas, April 3, 1884.

C & A:

We bought out Messrs. Schoonover & Sage some time ago, and have been using your Preservative got of them and we are satisfied it is the best we ever saw or used. It works charmingly, and has not failed to give satisfaction in any case. No trouble to keep a body any length of time. Please send us a carboy of it at once.

KAUFMAN & HOEFS.

Camden, N. J., Feb. 28, 1884.

C & A:

Please forward to me immediately another carboy of the Preservative just like that you sent me before, as I am very well pleased with it.

F. S. SIMMONS.

Belvidere, Ills., Oct. 21, 1885.

C & A:

I have had excellent success with your Preservative, and think it the best there is and am much pleased with it.

L. C. WILLARD.

Beardstown, Ills., April 24, 1886.

C & A:

I have tested four different kinds of Fluids within the last year, and I find upon comparing them all together that your Preservative is the most reliable. You may send me a package of it.

W. F. MOHLMAN.

Broadhead, Wis., May 29, 1884.

C & A:

We are perfectly satisfied with your Preservative. We have tried several kinds and find yours is unsurpassed in doing the work complete, and it justifies the merits attributed to it.

PAYNE & PAYNE.

Scranton, Pa., May 23, 1883.

C & A:

In regard to the Preservative, I would say that it is a good Embalming Fluid, and I have had good success with it and can recommend it to be first-class.

A. R. RAUB.

Plymouth, O., May 19, 1887.

C & A:

Your Preservative is a good one and I will use no other as I have never found anything to equal it.

Fall River, Mass., June 14, 1883.

C & A:

I received the two set of instruments and like them very much, everything about them being in all respects handy and compact and in every way first-class. I have had very satisfactory and flattering results with your Preservative, and have found it to be all you claim for it.

Frederick, Md., July 14, 1884.

C & A:

We have been using the Preservative, and it has proved successful in every case.

A. T. RICE & SONS.

And again, Sept. 26, 1886:

C & A:

We are well pleased with your Preservative, and will continue to use it.

A. T. RICE & SONS.

Bloomington, Ill., Dec. 10, 1886.

C & A:

Your Preservative gives us satisfaction and for preparing bodies for long shipment it is the best of any fluid in the market. We commenced using it in 1877, and occasionally since then we have tried a number of other fluids, but our experience is that we can find nothing to equal the Excelsior Preservative for any embalming purposes, and mean to use it exclusively hereafter.

Kalkaska, Mich., Oct. 7, 1886.

C & A:

We have used the Preservative with Excellent success and we shall be pleased to give you an order for more as soon as our stock of it

runs out, as it is entirely satisfactory.

CLARK BRO’S.

Bainbridge, Ind., June 12, 1886.

C & A:

I have been using your Preservative for some time and find it gives perfect satisfaction in every respect and shall want more of it soon.

J. S. BLACK.

Great Falls, N. H., July 18, 1883.

C & A:

We enclose check for amount to balance. We have been using the Preservative and are very much pleased with it.

A. D. FAUNCE & SON.

Bay City, Mich., Oct. 1, 1883.

C & A:

I will say this, having tried a number of fluids, I find your Preservative the best of any in the market. This is only my opinion, but I believe it all the same.

H. F. SHANNON.

Philadelphia, May 1, 1884.

C & A:

Please send us a large carboy of your Preservative at once.

E. S. EARLY & SON.

New York City, April 14, 1884.

[TELEGRAM.]

C & A:

Send me a pkge. of the Preservative.

CHAS. A. BENEDICT, 60 Carmine St.

And again, Jan. 10, 1885:

C & A:

Send at once two pkges. Preservative.

C & A:

CHAS. A. BENEDICT.

La Porte, Ind., Aug. 3d., 1886.

We have had good success with your Preservative as you will see by the enclosed newspaper clipping:

“The bodies of Mrs. Rose Stern and Frank Malloy when brought to the city were given in charge of Mr. Weir, undertaker, and by him prepared for burial. That of Frank Malloy was taken to South Bend, and there kept until Sunday afternoon. Although held so long and moved so many times, so perfect was the preservation and so natural the expression that it was remarked: ‘He is not dead, but sleeping.’ Every one who beheld Mrs. Stern’s countenance will bear testimony to its perfectly life-like appearance, and that she lay as if asleep in her casket on the morning of the funeral. Taking into consideration the extremely hot weather; the manner of death and the length of time before burial, the perfect state of preservation the bodies were in was remarkable and a credit to Mr. Weir, who has both skill and good taste as an undertaker.”

We shall continue to use your Preservative, having had such remarkable success with it.

WEIR BRO’S.

Erie, Penn., March 7, 1883.

C & A:

Your Preservative proved entirely satisfactory, but while using it I was persuaded to try another kind of which I have a large supply on hand. When used I will if I buy any, get yours as I think it far superior to any I have yet used, and I have tried nearly all.

Polo, Ill., Aug. 14, 1886.

C & A:

I have just opened a branch undertaking establishment at Milledgeville, Ill., and I shall need another outfit of instruments and a pkge. of the Preservative. Although it costs more than some other Fluids, I consider it as cheap as the cheapest, and I know just what it will do.

M. SNYDER.

Peoria, Ill., Nov. 18, 1883.

C & A:

Your Preservative is a good one, but I got onto another kind, I think after using both I would prefer yours for several reasons and am not going to use the other any more.

GEO. F. TOBIAS.

Hoyleton, Ill., March 30, 1887.

C & A:

I had a bad case a few days ago in which I used your Preservative to my full satisfaction and hereafter I shall always use it. Send me the price of your Embalming Instruments.

WILLIAM ROLF.

Memphis, Tenn., July 6, 1886.

C & A:

I have found your Preservative to be all you claimed for it as it has given perfect satisfaction wherever I have used it. Send another supply, same as I got before.

P. M. STANLEY.

West Newton, Pa., July 6, 1886.

C & A:

Ship another carboy of the Preservative. I would have given the order before, but had some other fluid I wanted to dispose of first. I like the preservative best of any I have yet used.

S. M. SCHROYER.

Ellicottville, N. Y., Sept. 20, 1887.

C & A:

Enclosed find money order, which please credit me on account, I have used your Preservative as long ago as in 1878 and it gives the best satisfaction of anything I ever used.

Q. E. RUST.

Spencerport, N. Y., June 22, 1887.

C & A:

I have been using some other fluid lately, but it does not restore the color as nice as your Preservative and I shall hereafter use yours.

D. L. WALKER.

Van Wert, O., May 26, 1886.

C & A:

I expect to use your Preservative right along as it gives the best satisfaction. I never had it fail me yet.

W. L. RANK.

Delphi, Ind., July 6, 1883.

C & A:

Please send us by express a carboy of the Preservative, same as last. It gave us very good satisfaction, and we do not want to change for anything else if we can help it.

BRAGUNIER & COX.

Brookfield, Mo., Sept. 19, 1885.

C & A:

Enclosed is draft for last bill, and we will send to you for more of the Preservative before we are out, as we consider it the best.

L. S. BOWDEN & SON.

Cobleskill, N. Y., Nov. 25, 1884.

C & A:

Your Preservative has given me perfect satisfaction in every instance, and I consider it to be No. 1.

Salina, Kansas, Oct. 29, 1887.

C & A:

Insomuch as your Preservative has always filled the bill, we shall continue using it in preference to any other.

KILIAN & WILLIAMS FURN. CO.

Nelsonville, Ohio, Aug. 25, 1882.

C & A:

I can say that your Preservative is the best Embalming Fluid I have ever tried and will do all that you claim for it, and I will order some more soon.

W. C. SIDMAN.

Oshkosh, Wis., Aug. 24, 1883.

C & A:

We have used your Preservative with very satisfactory results. It does all you claim for it, and we would take pleasure in recommending it to any Undertaker.

B. H. SOPER & CO.

Michigan City, Ind., June 28, 1883.

C & A:

We are in receipt of the Preservative, and I will say as the Undertaker of Michigan City that there is no use for any other Fluid for me. I have one case that I have kept several days now, through this hot, rainy weather, full of thunder showers, that is just like wax. Although a comparatively young man—of only 43 summers—I have been an Undertaker for 20 years, and say without fear or favor to any one that the Excelsior Preservative is the “stuff that knocks.”

C & A:

Menasha, Wis., June 24, 1884.

When in want of any more Fluid you will surely hear from me. I have not used any except your Preservative for the last five years, and as long as it proves as good as it has in the past, I will not chance any other kind. I have tried it in all kinds of cases and find it all O. K.

T. D. PHILLIPS.

Earlville, Ills., Aug. 30, 1883.

C & A:

We are well pleased with your Preservative. BARNARD & RADLEY.

C & A:

Fowler, Ind., June 3, 1885.

The Preservative has given good satisfaction, and when I am in need of more will order of you.

T. A. BALDWIN.

Pinckney, Mich., Nov. 30, 1885.

C & A:

Please find enclosed draft to cancel bill of instruments. The outfit is far superior to what I expected, and I am well pleased with it.

L. H. BEEBE.

Dayton, Ohio, Jan. 30, 1885.

C & A:

When we get out of the Preservative we certainly will order, as it has given us perfect satisfaction.

BERK, FRY & CO.

Utica, Pa., March 3, 1886.

C & A:

We like your Preservative very well, and will order more when what we have of it is used.

BAKER & YARD.

Canton, Mo., Feb. 6, 1883.

C & A:

Your Preservative is the best article for embalming purposes that I have ever seen or heard of, and you may rest assured that when I get out of it will send you an order for more, as I don’t want to be without it.

WILLIAM QUEER.

Highland Park, Ills., Aug. 20, 1887.

C & A:

Your Excelsior Preservative is all that can be desired, and works A No. 1 in every case. I never had a failure or anything like poor success with it in all the years I have used it. It is the boss.

EDWARD MEYNERS.

Norwich, Conn., Jan. 14, 1884.

C & A:

The Preservative works very well indeed, so that when we are out we shall want more of you.

Frankfort, Ind., June 15, 1887.

C & A:

Find enclosed draft for $60.00, invoice of April 16th. We appreciate the good qualities of your Preservative, and it has in every instance given us entire satisfaction.

Traverse City, Mich., March 29, 1887.

C & A:

Your Preservative has always given the best of satisfaction, and I would use no other.

SAM’L ANDERSON.

Cascade, Iowa, Oct. 23, 1886.

C & A:

We have given your Preservative a thorough trial, and find it all that you claim it to be.

BEATTY & BROWN.

Mondovi, Wis., Aug. 12, 1886.

C & A:

I have used the Preservative with entire satisfaction, and I consider that it has been of great value to me.

J. E. CHENEY.

Larwill, Ind., Jan. 1, 1887.

C & A:

I have used your Preservative with the very best of success in every case and with the best of satisfaction to my customers, and I would recommend it to anyone in the profession if they want something they can rely upon.

W. S. SMITH.

Little Falls, N. Y., April 23, 1883.

C & A:

I will say that in our opinion there is no better Embalming Fluid in the market than the Excelsior Preservative. Were it not for the fact that we manufacture and sell our own Fluid, we should most assuredly place our order with you.

H. A. TOZER & CO.

Oak Harbor, Ohio, Jan. 18, 1883.

C & A:

As soon as I use up all of the Preservative I have now, I shall certainly order more, because I cannot get along without it; I must have it.

Princeton, Ky., April 18, 1883.

C & A:

I like the Preservative very much, and have recommended it to other parties. I think Currey & Dabney, of Dyersburg, Tenn., sent for some by my recommendation.

Susquehanna, Pa., Feb. 15, 1884.

C & A:

Please send another package of the Preservative at once. I kept the body of a man who was killed while in perfect health, while the weather was very warm and foggy. I consider your Preservative an A No. 1 article.

O. T. SMITH.

Gallatin, Tenn., July 2, 1887.

C & A:

We have been using your Preservative and are pleased with it, and shall place another order with you.

W. C. BLUE & SON.

Mt. Pleasant, Iowa, April 6, 1883.

C & A:

Will return carboy to have it refilled with the Preservative, as it is all that is desired and gives perfect satisfaction.

H. T. BIRD.

Anna, O., June 11, 1883.

C & A:

I have given your Preservative a good trial lately. I had a case of a man who died in good health, and I kept the body four days and four nights, while the weather was very warm and soft, and the body was kept in good condition by bathing with your Preservative and using saturated cloths, without injecting the cavities. It was certainly a surprise to me, and I am satisfied I could keep a body with the Preservative any length of time by full embalming with it.

J. L. APPLEGATE.

Grand Rapids, Ohio, May 6, 1886.

C & A:

I am well pleased with the results from using your Preservative, and I have found nothing that answers the purpose as well.

J. HACKENBURGER.

Emlenton, Pa., Feb. 10, 1887.

C & A:

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