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...

Полное описание

Библиографические подробности
Главные авторы: Khawaja Haider Ali, Hasnain Hyder, Muhammad Asif Khan
Формат: Статья
Язык:English
Опубликовано: University of Sindh 2023-05-01
Серии:University of Sindh Journal of Information and Communication Technology
Предметы:
reinforcement learning
offline rl
microgrid
battery operation
sensitivity analysis
Online-ссылка:https://sujo.usindh.edu.pk/index.php/USJICT/article/view/6218

Internet

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

Схожие документы