Full size book cover of Machine Learning and the Internet of Things in Solar Power Generation}

Machine Learning and the Internet of Things in Solar Power Generation

Jude Hemanth, Suman Lata Tripathi, Prabha Umapathy, Shelej Khera, Abinaya Inbamani

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 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.

Publisher

CRC Press

Publication Date

7/14/2023

ISBN

9781032299785

Pages

190

Categories

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