Distributed economic operation in smart grid : model-based and model-free perspectives / Jiahu Qin, Yanni Wan, Fangyuan Li, Yu Kang, Weiming Fu.
Qin, Jiahu, author.; Wan, Yanni, author.; Li, Fangyuan, author.; Kang, Yu, author.; Fu, Weiming, author.
2023
TK3105
Available Online

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Title Distributed economic operation in smart grid : model-based and model-free perspectives / Jiahu Qin, Yanni Wan, Fangyuan Li, Yu Kang, Weiming Fu.
Author Qin, Jiahu, author.
ISBN 9789811985942 (electronic bk.)
9811985944 (electronic bk.)
9789811985935
9811985936
DOI https://doi.org/10.1007/978-981-19-8594-2
Published Singapore : Springer, 2023.
Language English
Description 1 online resource (258 pages) : illustrations (black and white, and colour).
Item Number 10.1007/978-981-19-8594-2 doi
Call Number TK3105
Dewey Decimal Classification 621.319
Summary This book aims to work out the distributed economic operation in smart grids in a systematic way, which ranges from model-based to model-free perspectives. The main contributions of this book can be summarized into three folds. First, we investigate the fundamental economic operation problems in smart grids from model-based perspective. Specifically, these problems can be modeled as deterministic optimization models, and we propose some distributed optimization algorithms by integrating the multi-agent consensus theory and optimization techniques to achieve the distributed coordination of various generation units and loads. Second, due to the randomness of the large-scale renewable energies and the flexibility of the loads, we further address these economic operation problems from a model-free perspective, and we propose learning-based approaches to address the uncertainty and randomness. At last, we extend the idea of model-based and model-free algorithms to plug-in electric vehicles (PEVs) charging/discharging scheduling problem, the key challenge of which involves multiple objectives simultaneously while the behavior of PEVs and the electricity price are intrinsically random. This book presents several recent theoretical findings on distributed economic operation in smart grids from model-based and model-free perspectives. By systematically integrating novel ideas, fresh insights, and rigorous results, this book provides a base for further theoretical research on distributed economic operation in smart grids. It can be a reference for graduates and researchers to study the operation and management in smart grids. Some prerequisites for reading this book include optimization theory, matrix theory, game theory, reinforcement learning, etc.
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Wan, Yanni, author.
Li, Fangyuan, author.
Kang, Yu, author.
Fu, Weiming, author.
Series Studies in systems, decision and control ; v. 455.
Available in Other Form Distributed economic operation in smart grid.
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Record Appears in Online Resources > Ebooks
All Resources
Introduction
Preliminaries
Model-Based Distributed Optimization
Model-Free Distributed Optimization
Extensions to PEVs Charging/Discharging Scheduling.

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