| 书目名称 | Intelligent Methods in Electrical Power Systems |
| 编辑 | Chetan B. Khadse,Ishaan R. Kale,Apoorva S. Shastri |
| 视频video | |
| 概述 | Covers the optimization algorithms used in power systems.Serves as a practical guide and reference resource for students, researchers and professionals.Includes AI oriented chapters in electrical appl |
| 丛书名称 | Engineering Optimization: Methods and Applications |
| 图书封面 |  |
| 描述 | .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.. |
| 出版日期 | Book 2024 |
| 关键词 | Power systems; Load Forecasting; Fault Analysis; Metaheuristics; Multi-Objective Optimization; Optimizati |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-981-97-5718-3 |
| isbn_softcover | 978-981-97-5720-6 |
| isbn_ebook | 978-981-97-5718-3Series ISSN 2731-4049 Series E-ISSN 2731-4057 |
| issn_series | 2731-4049 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
发表于 2025-3-21 16:58:34
