Data-driven green energy extraction: Machine learning-based MPPT control with efficient fault detection method for the hybrid PV-TEG system

Data-driven green energy extraction: Machine learning-based MPPT control with efficient fault detection method for the hybrid PV-TEG system

The hybrid photovoltaic-thermoelectric generation system (PVTEG) gives two-fold benefits; firstly, it efficiently utilizes the available solar energy as it converts both solar irradiance and solar thermal energy into electricity, secondly, it enhances PV efficiency by reducing the PV module surface...

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Bibliographic Details
Main Authors: Kamran Khan, Saad Rashid, Majad Mansoor, Ammar Khan, Hasan Raza, Muhammad Hamza Zafar, Naureen Akhtar
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Energy Reports
Subjects:
Snake optimization (SO)
Hybrid PVTEG system
Multilayer perceptron neural network (MLPNN)
Snake optimizer based PID controller (SOPID)
Maximum power point tracking (MPPT)
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723001890

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http://www.sciencedirect.com/science/article/pii/S2352484723001890

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