Fuzzy-PI-Based Direct-Output-Voltage Control Strategy for the STATCOM Used in Utility Distribution Systems

2009 ◽  
Vol 56 (7) ◽  
pp. 2401-2411 ◽  
Author(s):  
An Luo ◽  
Ci Tang ◽  
Zhikang Shuai ◽  
Jie Tang ◽  
Xian Yong Xu ◽  
...  
Keyword(s):  
Control Strategy ◽  
Output Voltage ◽  
Distribution Systems ◽  
Voltage Control ◽  
Voltage Control Strategy ◽  
Utility Distribution

scholarly journals Distributed Imitation-Orientated Deep Reinforcement Learning Method for Optimal PEMFC Output Voltage Control

2021 ◽  
Vol 9 ◽  
Author(s):  
Jiawen Li ◽  
Yaping Li ◽  
Tao Yu
Keyword(s):  
Reinforcement Learning ◽  
Control Strategy ◽  
Output Voltage ◽  
Proton Exchange Membrane ◽  
Control Method ◽  
Voltage Control ◽  
Proton Exchange ◽  
Gradient Algorithm ◽  
Voltage Control Strategy ◽  
The Stability

In order to improve the stability of proton exchange membrane fuel cell (PEMFC) output voltage, a data-driven output voltage control strategy based on regulation of the duty cycle of the DC-DC converter is proposed in this paper. In detail, an imitation-oriented twin delay deep deterministic (IO-TD3) policy gradient algorithm which offers a more robust voltage control strategy is demonstrated. This proposed output voltage control method is a distributed deep reinforcement learning training framework, the design of which is guided by the pedagogic concept of imitation learning. The effectiveness of the proposed control strategy is experimentally demonstrated.

scholarly journals Optimal Voltage Control Strategy for Voltage Regulators in Active Unbalanced Distribution Systems Using Multi-Agents

2020 ◽  
Vol 35 (2) ◽  
pp. 1023-1035 ◽  
Author(s):  
Ahmed Bedawy ◽  
Naoto Yorino ◽  
Karar Mahmoud ◽  
Yoshifumi Zoka ◽  
Yutaka Sasaki
Keyword(s):  
Control Strategy ◽  
Distribution Systems ◽  
Voltage Control ◽  
Voltage Regulators ◽  
Voltage Control Strategy ◽  
Multi Agents
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