Research on Intelligent Protection Technology for Distribution Network with Distributed Generation
文献类型：会议论文
| 作者 | Cui SJ(崔世界) ; Zeng P(曾鹏); Wang ZF(王忠锋); Song CH(宋纯贺)
|
| 出版日期 | 2021 |
| 会议日期 | March 12-14, 2021 |
| 会议地点 | Chongqing, China |
| 关键词 | distributed generation distribution network relay protection reinforcement learning distributed protection scheme |
| 页码 | 1549-1554 |
| 英文摘要 | Connecting large-scale distributed generation to a distribution network is complex as it is difficult to set the current protection limit within a traditional distribution network. This paper proposes a distributed protection and control scheme based on reinforcement learning for a distribution network connected to a distributed generation system. This research introduces the idea of transforming this distribution network protection problem into a multi-agent reinforcement learning problem. The concrete construction method of the reinforcement learning environment and deep Q-learning network is described. The algorithm training process is presented and the algorithm training and verification environment is built. |
| 源文献作者 | Chengdu Union Institute of Science and Technology ; Chongqing Geeks Education Technology Co., Ltd ; Chongqing Global Union Academy of Science and Technology ; Global Union Academy of Science and Technology ; IEEE Beijing Section |
| 产权排序 | 1 |
| 会议录 | 2021 IEEE 5th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | New York |
| 语种 | 英语 |
| ISSN号 | 2689-6621 |
| ISBN号 | 978-1-7281-8028-1 |
| 源URL | [http://ir.sia.cn/handle/173321/28742]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 通讯作者 | Zeng P(曾鹏) |
| 作者单位 | Chinese Academy of Sciences, State Key Laboratory of Robotics, Shenyang Institute of Automation, Shenyang 110016, China |
| 推荐引用方式 GB/T 7714 | Cui SJ,Zeng P,Wang ZF,et al. Research on Intelligent Protection Technology for Distribution Network with Distributed Generation[C]. 见:. Chongqing, China. March 12-14, 2021. |
入库方式： OAI收割
来源：沈阳自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。