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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).
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).
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