Power Battery Scheduling Optimization Based on Double DQN Algorithm with Constraints

Power Battery Scheduling Optimization Based on Double DQN Algorithm with Constraints

Power battery scheduling optimization can improve the service life of the battery, but the existing heuristic algorithm has poor adaptability, and the capacity fluctuates significantly in the cycle aging process, which makes it easy to fall into the local optimal. To overcome these problems, we take...

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Bibliographic Details
Main Authors: Haijun Xiong, Jingjing Chen, Song Rong, Aiwen Zhang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Applied Sciences
Subjects:
double DQN
scheduling optimization
constraints
cycle life
adaptability
Online Access:https://www.mdpi.com/2076-3417/13/13/7702

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