| Description |
1 online resource : illustrations (chiefly color) |
| Series |
Power systems, 1860-4676 |
|
Power systems. 1860-4676
|
| Contents |
A New Agent based Machine Learning Strategic Electricity Market Modeling Approach towards Efficient Smart Grid Operation -- Reinforcement learning techniques for MPPT control of PV system under climatic changes -- A Novel Three Stage Short-Term Photovoltaic Prediction Approach Based on Neighbourhood Component Analysis and ANN Optimized with PSO (NCA-PSO-ANN) -- Applications of Artificial Intelligence in Short-Term and Long-Term Forecasting Techniques |
| Summary |
Artificial intelligence (AI) is going to play a significant role in smart grid planning and operation, especially in solving its real-time problems, as it is fast, adaptive, robust, and less dependent on the system's accurate model and parameters. This collection covers research advancements in the application of AI in the planning and operation of smart grids. A global group of researchers and scholars present innovative approaches to AI-based smart grid planning and operation, cover the theoretical concepts and experimental results of the application of AI-based techniques, and apply these techniques to deal with smart grid issues. Applications of Artificial Intelligence in Planning and Operation of Smart Grids is an ideal resource for researchers on the theory and application of AI, practicing engineers working in electrical power engineering, and students in advanced graduate-level courses. " Covers recent research advancements in applications of AI in planning and operation of smart grids; " Applies AI-based techniques to deal with power system issues; " Presents innovative approaches and studies numerical problems |
| Notes |
Includes index |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed April 1, 2022) |
| Subject |
Smart power grids.
|
|
Artificial intelligence.
|
|
Artificial Intelligence
|
|
artificial intelligence.
|
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Artificial intelligence
|
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Smart power grids
|
| Form |
Electronic book
|
| Author |
Rahmani-Andebili, Mehdi, editor
|
| ISBN |
9783030945220 |
|
3030945227 |
|
