Power System Operation with Large Scale Stochastic Wind Power Integration: Interval Arithmetic Based Analysis and Optimization Methods

✍ Scribed by Tao Ding (auth.)

• Publisher: Springer Singapore
• Year: 2017
• Tongue: English
• Leaves: 229
• Series: Springer Theses
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages i-xvii
Introduction....Pages 1-28
Mathematics for Interval Algebra and Optimization....Pages 29-57
The Research and Application of Interval Power Flow....Pages 59-99
Interval Economic Dispatch and the Tackling of Infeasible Model....Pages 101-124
Robust Interval Economic Dispatch and the Price of Robustness....Pages 125-151
Acceleration Strategies for Large-Scale Economic Dispatch Models....Pages 153-185
Conclusions and Prospects....Pages 187-190
Back Matter....Pages 191-217

✦ Subjects

Renewable and Green Energy;Energy Technology;Optimization;Energy Policy, Economics and Management