03621nam 22006615 450 991025397760332120200701135133.0981-10-2561-410.1007/978-981-10-2561-7(CKB)3710000000862568(DE-He213)978-981-10-2561-7(MiAaPQ)EBC4691363(PPN)195507401(EXLCZ)99371000000086256820160917d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierPower System Operation with Large Scale Stochastic Wind Power Integration Interval Arithmetic Based Analysis and Optimization Methods /by Tao Ding1st ed. 2017.Singapore :Springer Singapore :Imprint: Springer,2017.1 online resource (XVII, 217 p. 70 illus., 64 illus. in color.)Springer Theses, Recognizing Outstanding Ph.D. Research,2190-5053"Doctoral Thesis accepted by Tsinghua University, Beijing, China."981-10-2560-6 Includes bibliographical references at the end of each chapters.Introduction -- Mathematics for Interval Algebra and Optimization -- The Research and Application of Interval Power Flow -- Interval Economic Dispatch and The Tackling of Infeasible Model -- Robust Interval Economic Dispatch and The Price of Robustness -- Acceleration Strategies for Large-scale Economic Dispatch Models -- Conclusions and Prospects.This book addresses the uncertainties of wind power modeled as interval numbers and assesses the physical modeling and methods for interval power flow, interval economic dispatch and interval robust economic dispatch. In particular, the optimization models are set up to address these topics and the state-of-the-art methods are employed to efficiently solve the proposed models. Several standard IEEE test systems as well as real-world large-scale Polish power systems have been tested to verify the effectiveness of the proposed models and methods. These methods can be further applied to other research fields that are involved with uncertainty.Springer Theses, Recognizing Outstanding Ph.D. Research,2190-5053Renewable energy resourcesEnergy systemsMathematical optimizationEnergy policyEnergy policyRenewable and Green Energyhttps://scigraph.springernature.com/ontologies/product-market-codes/111000Energy Systemshttps://scigraph.springernature.com/ontologies/product-market-codes/115000Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26008Energy Policy, Economics and Managementhttps://scigraph.springernature.com/ontologies/product-market-codes/112000Renewable energy resources.Energy systems.Mathematical optimization.Energy policy.Energy policy.Renewable and Green Energy.Energy Systems.Optimization.Energy Policy, Economics and Management.621.312136Ding Taoauthttp://id.loc.gov/vocabulary/relators/aut960592MiAaPQMiAaPQMiAaPQBOOK9910253977603321Power System Operation with Large Scale Stochastic Wind Power Integration2177664UNINA