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Distributed economic operation in smart gridmodel-based and model-free perspectives /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Distributed economic operation in smart gridby Jiahu Qin ... [et al.].
Reminder of title:	model-based and model-free perspectives /
other author:	Qin, Jiahu.
Published:	Singapore :Springer Nature Singapore :2023.
Description:	xi, 237 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Smart power grids.
Online resource:	https://doi.org/10.1007/978-981-19-8594-2
ISBN:	9789811985942$q(electronic bk.)

Distributed economic operation in smart gridmodel-based and model-free perspectives /
Distributed economic operation in smart gridmodel-based and model-free perspectives /[electronic resource] :by Jiahu Qin ... [et al.]. - Singapore :Springer Nature Singapore :2023. - xi, 237 p. :ill., digital ;24 cm. - Studies in systems, decision and control,v. 4552198-4190 ;. - Studies in systems, decision and control ;v.3..

Introduction -- Preliminaries -- Model-Based Distributed Optimization -- Model-Free Distributed Optimization -- Extensions to PEVs Charging/Discharging Scheduling.

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.

ISBN: 9789811985942$q(electronic bk.)

Standard No.: 10.1007/978-981-19-8594-2doiSubjects--Topical Terms:

559143
Smart power grids.

LC Class. No.: TK3105

Dewey Class. No.: 621.319

Distributed economic operation in smart gridmodel-based and model-free perspectives /
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