Intelligent Methods in Electrical Power Systems (Engineering Optimization: Methods and Applications)

By: Chetan B. Khadse and Ishaan R. Kale and Apoorva S. Shastri

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Synopsis: This book provides a comprehensive review of the latest developments in optimization based learning algorithms within the field of electrical engineering. It covers various power system applications including efficient power system operation, load forecasting, fault analysis, home automation and efficient smart grid management. Each application is accompanied by case studies and a literature review in self-contained chapters. The book is dedicated to study the effectiveness of intelligent methods in addressing the power system problems and its mitigation using optimization algorithms. It discusses several optimization algorithms such as random forest algorithm, metaheuristic algorithm, scaled conjugate gradient descent algorithm, artificial bee colony algorithm etc. and their usability in intelligent decision makers for the various optimization problems in electrical engineering. This timely book serves as a practical guide and reference sources for students, researchers and professionals.

Book Quality:: Publisher Quality
ISBN-13:: 9789819757183
Related ISBNs:: 9789819757176
Publisher:: Springer Nature Singapore
Date of Addition:: 11/04/24
Copyrighted By:: The Editor
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Technology, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Chetan B. Khadse
Edited by:: Ishaan R. Kale
Edited by:: Apoorva S. Shastri