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portada Machine Learning and the Internet of Things in Solar Power Generation (Smart Engineering Systems: Design and Applications)
Type
Physical Book
Publisher
Author
Language
English
Pages
190
Format
Hardcover
ISBN13
9781032299785
Edition No.
1

Machine Learning and the Internet of Things in Solar Power Generation (Smart Engineering Systems: Design and Applications)

Prabha Umapathy (Editor), Jude Hemanth (Editor), Shelej Khera (Editor), Abinaya Inbamani (Editor), Suman Lata Tripathi (Editor) (Author) · Crc Press · Hardcover

Machine Learning and the Internet of Things in Solar Power Generation (Smart Engineering Systems: Design and Applications) - Prabha Umapathy (Editor), Jude Hemanth (Editor), Shelej Khera (Editor), Abinaya Inbamani (Editor), Suman Lata Tripathi (Editor)

New Book Imported to New Zealand
Delivery: 17 Nov - 24 Nov Shipping: 6 to 7 business days.
NZ$ 479.98
Import costs and 15% GST included in the price ✅
NZ$ 479.98

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Synopsis "Machine Learning and the Internet of Things in Solar Power Generation (Smart Engineering Systems: Design and Applications) "

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.

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