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...

Täydet tiedot

Bibliografiset tiedot
Päätekijät: Khawaja Haider Ali, Hasnain Hyder, Muhammad Asif Khan
Aineistotyyppi: Artikkeli
Kieli:English
Julkaistu: University of Sindh 2023-05-01
Sarja:University of Sindh Journal of Information and Communication Technology
Aiheet:
reinforcement learning
offline rl
microgrid
battery operation
sensitivity analysis
Linkit:https://sujo.usindh.edu.pk/index.php/USJICT/article/view/6218

Internet

https://sujo.usindh.edu.pk/index.php/USJICT/article/view/6218

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