TY - BOOK AU - Ding,Tao ED - SpringerLink (Online service) TI - Power System Operation with Large Scale Stochastic Wind Power Integration: Interval Arithmetic Based Analysis and Optimization Methods T2 - Springer Theses, Recognizing Outstanding Ph.D. Research, SN - 9789811025617 AV - TJ807-830 U1 - 621.042 23 PY - 2017/// CY - Singapore PB - Springer Singapore, Imprint: Springer KW - Renewable energy resources KW - Energy systems KW - Mathematical optimization KW - Energy policy KW - Energy and state KW - Renewable and Green Energy KW - Energy Systems KW - Optimization KW - Energy Policy, Economics and Management N1 - 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; Available to subscribing member institutions only. Доступно лише організаціям членам підписки N2 - 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 UR - https://doi.org/10.1007/978-981-10-2561-7 ER -