Robust Optimization in Electric Energy Systems
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Beschreibung
This book covers robust optimization theory and applications in the electricity sector. The advantage of robust optimization with respect to other methodologies for decision making under uncertainty are first discussed. Then, the robust optimization theory is covered in a friendly and tutorial manner. Finally, a number of insightful short- and long-term applications pertaining to the electricity sector are considered.
Specifically, the book includes: robust set characterization, robust optimization, adaptive robust optimization, hybrid robust-stochastic optimization, applications to short- and medium-term operations problems in the electricity sector, and applications to long-term investment problems in the electricity sector. Each chapter contains end-of-chapter problems, making it suitable for use as a text.
The purpose of the book is to provide a self-contained overview of robust optimization techniques for decision making under uncertainty in the electricity sector. The targeted audience includes industrial and power engineering students and practitioners in energy fields. The young field of robust optimization is reaching maturity in many respects. It is also useful for practitioners, as it provides a number of electricity industry applications described up to working algorithms (in JuliaOpt).A very “readable” expository approach appropriate for students, researchers and practitioners.
First book to apply robust optimization to electric energy systems.
Conejo is the most prominent researcher in electric systems, and Sun is quickly rising in the field.
Provide a self-contained overview of robust optimization techniques for decision making under Demonstrates when and how to apply robust optimization to electric energy systems Each chapter contains end-of-chapter problems, making it suitable for use as a text
Autor*in
Xu Andy Sun
Themen in »Robust Optimization in Electric Energy Systems«
Robust Optimization (RO) Electric Energy Systems Adaptive Robust Optimization (ARO) Hybrid ARO Models Optimal Power Flow Unit Commitment Hydro-Thermal Coordination Robust Sets