Power System Operation Mode Calculation Based on Improved Deep Reinforcement Learning

Power System Operation Mode Calculation Based on Improved Deep Reinforcement Learning

Power system operation mode calculation (OMC) is the basis for unit commitment, scheduling arrangement, and stability analyses. In dispatch centers at all levels, OMC is usually realized by manually adjusting the parameters of power system components. In a new-type power system scenario, a large num...

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Bibliographic Details
Main Authors: Ziyang Yu, Bowen Zhou, Dongsheng Yang, Weirong Wu, Chen Lv, Yong Cui
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Mathematics
Subjects:
deep reinforcement learning
DQN
operation mode calculation
power flow convergence
power system
Online Access:https://www.mdpi.com/2227-7390/12/1/134

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https://www.mdpi.com/2227-7390/12/1/134

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