Artificial Neural Networks for Renewable Energy Systems and Real-World Applications

Elsheikh, Ammar Hamed (EDT)/ Abd Elaziz, Mohamed (EDT)

Academic Press Inc（2022/09発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 288 p.
• 言語 ENG
• 商品コード 9780128207932
• DDC分類 333.794

Full Description

Artificial Neural Networks for Renewable Energy Systems and Real-World Applications presents current trends for the solution of complex engineering problems in the application, modeling, analysis, and optimization of different energy systems and manufacturing processes. With growing research catering to the applications of neural networks in specific industrial applications, this reference provides a single resource catering to a broader perspective of ANN in renewable energy systems and manufacturing processes.

ANN-based methods have attracted the attention of scientists and researchers in different engineering and industrial disciplines, making this book a useful reference for all researchers and engineers interested in artificial networks, renewable energy systems, and manufacturing process analysis.

Contents

Part I: ANN fundamentals
1. Introduction
2. Basic Principles of ANNs
3. Types of ANNs

Part II: Applications of ANNs in Renewable Energy Systems
4. Applications of ANN in Solar Collectors
5. Applications of ANN in Solar Water Desalination
6. Modeling of Solar Cells Using of ANN
7. Applications of ANN in Wind Energy
8. Applications of ANN in Biofuel

Part III: Applications of ANNs in Manufacturing Processes
9. Applications of ANN in Machining
10. Applications of ANN in Metal forming
11. Applications of ANN in Welding
12. Applications of ANN in Industrial Robots