Research on Q-Table Design for Maximum Power Point Tracking-Based Reinforcement Learning in PV Systems

Research on Q-Table Design for Maximum Power Point Tracking-Based Reinforcement Learning in PV Systems

Photovoltaic (PV) power generation is considered to be a clean energy source. Solar modules suffer from nonlinear behavior, which makes the maximum power point tracking (MPPT) technique for efficient PV systems particularly important. Conventional MPPT techniques are easy to implement but require fi...

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Bibliographic Details
Main Authors: Yizhi Chen, Dingyi Lin, Fei Xu, Xingshuo Li, Wei Wang, Shuye Ding
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Energies
Subjects:
photovoltaic power
MPPT
RL
Q-learning
Q-table design
Online Access:https://www.mdpi.com/1996-1073/16/21/7286

Internet

https://www.mdpi.com/1996-1073/16/21/7286

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