基于MPC的风电场混合储能容量优化配置

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中图分类号：TM614 文献标志码：A 文章编号：2095-2945（2025）25-0026-04

Abstract：Inorderto stabilizewindpowerfluctuations whiletakingintoaccountthestateof charge （SOC）ofenergy storage， modelpredictivecontrol（MPC）isusedtoobtainwindpowergrid-connectedpower；accordingtothediferentcharacteristisof hybrideergystorage，the ImprovedComplete EnsembleEmpirical ModeDecompositionwithAdaptiveNoise（ICEEMDAN）is adoptedtoreasonablyalocatethereal-timepowerbetweelithiumbateriesandflywheel.Onthisbasis，afullifecyclecost modelofhybridenergystorageisestablished，incorporatingtherevenuefromelectricitysalesandcarbontradingintothe objectivefunction，andthenamodelthatcomprehensivelyconsidersthecomprehensivebenefitsofthewindandstoragejoint systemduringtheentirelifecycleisconstructed.Theadaptiveparticleswarmoptimizationalgorithmisusedtosolvetheenergy storagecapacityconfiguration;asimulationanalysisismadeusingtheactual powerdataof the4OMWwindfarm，which proves thattheuseof MPCcanachieveearlycontrol，andtheflywheelandlithiumbateryareconducivetoimproving thenetbenefits of the wind storage combined system.

Keywords：windpowerfluctuationstabilization；hybridenergystorage；modelpredictivecontrol；stateofcharge；capacity allocation

风电具有波动性和随机性，大规模并网难以确保电网安全稳定运行。（剩余4941字）