Ding, Tao. Power System Operation with Large Scale Stochastic Wind Power Integration : Interval Arithmetic Based Analysis and Optimization Methods / [electronic resource] : / by Tao Ding.. — 1st ed. 2017.. — XVII, 217 p. 70 illus., 64 illus. in color. : online resource. — (Springer Theses, Recognizing Outstanding Ph.D. Research,) 2190-5053. - Springer Theses, Recognizing Outstanding Ph.D. Research, .
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.
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Анотація: 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.
9789811025617
10.1007/978-981-10-2561-7 doi
Renewable energy resources. Energy systems. Mathematical optimization. Energy policy. Energy and state. Renewable and Green Energy. Energy Systems. Optimization. Energy Policy, Economics and Management.