no code implementations • 2 Mar 2024 • Jian Zhong, Chen Chen, Yuqi Qian, Yiheng Bian, Yuxiong Huang, Zhaohong Bie
This approach is designed to improve the performance of PDS communication networks, adapting to ongoing PDS development and the evolution of PDS services.
no code implementations • 2 Mar 2024 • Jian Zhong, Chen Chen, Young-Jin Kim, Yuxiong Huang, Mengjie Teng, Yiheng Bian, Zhaohong Bie
Distribution system (DS) communication failures following extreme events often degrade monitoring and control functions, thus preventing the acquisition of complete global DS component state information, on which existing post-disaster DS restoration methods are based.
no code implementations • 2 Mar 2024 • Jian Zhong, Chen Chen, Zhaohong Bie, Mohammad Shahidehpour
Indeed, communication network restoration is critical for speedy load recovery through DS automation based microgrid formation.
no code implementations • 2 Mar 2024 • Jian Zhong, Chen Chen, Qiming Yang, Dafu Liu, Wentao Shen, Chenlin Ji, Zhaohong Bie
This scheme first improves the distribution automation function, EV deployment capability, and traffic operation efficiency by prioritizing the recovery of communication network (CN) and urban traffic network (UTN) loads.
no code implementations • 13 Dec 2023 • Guodong Xiong, Xinyan Ma, Wei Li, Jiaqi Cao, Jian Zhong, Yicong Su
With the development of artificial intelligence and unmanned equipment, human-machine hybrid formations will be the main focus in future combat formations.
no code implementations • 7 Aug 2023 • Pengfei Wu, Chen Chen, Dexiang Lai, Jian Zhong
Instead of integrating the constraint violation penalty with the reward function, its actor gradients are estimated by a Lagrange advantage function which is derived from two critic systems based on economic reward and violation cost.
no code implementations • 25 Mar 2023 • Zhouhong Gu, Sihang Jiang, Jingping Liu, Yanghua Xiao, Hongwei Feng, Zhixu Li, Jiaqing Liang, Jian Zhong
The previous methods suffer from low-efficiency since they waste much time when most of the new coming concepts are indeed noisy concepts.