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商品詳細
Machine Learning and the Internet of Things in Solar Power Generation.
・ISBN 978-1-032-29978-5 hard GB£ 124.99
￥39,596.- (税込) ※（※）価格はご注文時の参考価格となります。
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| 著者・編者 | Umapathy, Prabha / Hemanth, Jude / Khera, Shelej / Inbamani, Abinaya / Tripathi, Suman Lata (eds.), |
|---|---|
| シリーズ | (Smart Engineering Systems: Design and Applications) |
| 出版社 | (CRC Press, UK) |
| 出版年月 | 2023 |
| ページ数 | 232 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A01-31740＞ |
解説
The book investigates various MPPT algorithms, and the optimization of solar energy using machine learning and deep learning. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in diverse engineering domains including electrical, electronics and communication, computer, and environmental.
This book:
- Discusses data acquisition by the internet of things for real-time monitoring of solar cells.
- Covers artificial neural network techniques, solar collector optimization, and artificial neural network applications in solar heaters, and solar stills.
- Details solar analytics, smart centralized control centers, integration of microgrids, and data mining on solar data.
- Highlights the concept of asset performance improvement, effective forecasting for energy production, and Low-power wide-area network applications.
- Elaborates solar cell design principles, the equivalent circuits of single and two diode models, measuring idealist factors, and importance of series and shunt resistances.
The text elaborates solar cell design principles, the equivalent circuit of single diode model, the equivalent circuit of two diode model, measuring idealist factor, and importance of series and shunt resistances. It further discusses perturb and observe technique, modified P&O method, incremental conductance method, sliding control method, genetic algorithms, and neuro-fuzzy methodologies. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in diverse engineering domains including electrical, electronics and communication, computer, and environmental.