This book provides a comprehensive understanding of how intelligent data-driven techniques can be used for modelling, controlling, and optimizing various power and energy applications. It aims to develop multiple data-driven models for forecasting renewable energy sources and to interpret the benefits of these techniques in line with first-principles modelling approaches. By doing so, the book aims to stimulate deep insights into computational intelligence approaches in data-driven models and to promote their potential applications in the power and energy sectors. Its key features include:
This book presents novel concepts for applying data-driven models, mainly in the power and energy sectors, and is intended for graduate students, industry professionals, research, and academic personnel.
ISBN: | 9781032472065 |
Publication date: | 9th May 2024 |
Author: | B Rajanarayan Prusty, Neeraj Gupta, Kishore Bingi, Rakesh Sehgal |
Publisher: | CRC Press |
Format: | Hardback |
Pagination: | 238 pages |
Series: | Intelligent Data-Driven Systems and Artificial Intelligence |
Genres: |
Environmental science, engineering and technology Energy Automatic control engineering Artificial intelligence Energy, power generation, distribution and storage Information technology: general topics |