METHOD, MODEL, DEVICE AND STORAGE MEDIUM FOR CONTROLLING AN ENERGY STORAGE SYSTEM FOR RAIL TRANSIT
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United States of America Patent
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Issued Date -
May 2, 2024
app pub date -
Sep 28, 2023
filing date -
Oct 27, 2022
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Abstract
The present application discloses a method and a model for controlling an energy storage system for rail transit, a device, and a storage medium. The method includes: determining an offline charging-discharging action according to a state of an energy storage system based on an offline algorithm; determining an online charging-discharging action according to the state of the energy storage system based on a deep reinforcement learning algorithm; acquiring a fusion ratio of the offline charging-discharging action to the online charging-discharging action according to a communication delay amount and a delay degree; and fusing the offline charging-discharging action and the online charging-discharging action according to the fusion ratio and outputting a fusion result to the energy storage system.
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