Sensitivity Analysis of Reinforcement Learning to Schedule the battery in Grid-tied microgrid

Sensitivity Analysis of Reinforcement Learning to Schedule the battery in Grid-tied microgrid

This research paper explores the application of offline reinforcement learning (RL) in controlling battery operation in a grid-connected microgrid. The study investigates the impact of different parameters on the performance of the RL algorithm, such as the number of discretization levels, gamma, an...

書誌詳細
主要な著者:	Khawaja Haider Ali, Hasnain Hyder, Muhammad Asif Khan
フォーマット:	論文
言語:	English
出版事項:	University of Sindh 2023-05-01
シリーズ:	University of Sindh Journal of Information and Communication Technology
主題:	reinforcement learning offline rl microgrid battery operation sensitivity analysis
オンライン･アクセス:	https://sujo.usindh.edu.pk/index.php/USJICT/article/view/6218

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