Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent game
Considering that the user demand will affect the effect of multi-time scale source load intelligent dispatching in distribution network to a certain extent, a multi-agent game based multi-time scale source load intelligent dispatching method is proposed. Due to the fluctuation of power load in the o...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
National Computer System Engineering Research Institute of China
2022-03-01
|
| Series: | Dianzi Jishu Yingyong |
| Subjects: | |
| Online Access: | http://www.chinaaet.com/article/3000147056 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850082754204532736 |
|---|---|
| author | Tang Junci Li Tie Pi Junbo Wang Mingkai |
| author_facet | Tang Junci Li Tie Pi Junbo Wang Mingkai |
| author_sort | Tang Junci |
| collection | DOAJ |
| description | Considering that the user demand will affect the effect of multi-time scale source load intelligent dispatching in distribution network to a certain extent, a multi-agent game based multi-time scale source load intelligent dispatching method is proposed. Due to the fluctuation of power load in the operation process of distribution network, this paper analyzes the multi time scale source load variation scenarios of distribution network, alleviates the pressure of distribution network operation through short-term interaction, and analyzes the source load characteristics of distribution network. Based on multi-agent game, an intelligent optimization objective function of distribution network is built based on multi-agent game. Based on the daily dispatching model of distribution network, the daily 2 h scheduling model of distribution network and the daily 15 min scheduling model of distribution network, a multi time scale source load scheduling model of distribution network is constructed, and the scheduling of multi time scale source load of distribution network is realized. Experimental results show that the proposed method has better scheduling effect in different strategies and scenarios, and is suitable for wide application. |
| format | Article |
| id | doaj-art-69983cd41efc4c25b373c21b2d699b34 |
| institution | DOAJ |
| issn | 0258-7998 |
| language | zho |
| publishDate | 2022-03-01 |
| publisher | National Computer System Engineering Research Institute of China |
| record_format | Article |
| series | Dianzi Jishu Yingyong |
| spelling | doaj-art-69983cd41efc4c25b373c21b2d699b342025-08-20T02:44:27ZzhoNational Computer System Engineering Research Institute of ChinaDianzi Jishu Yingyong0258-79982022-03-01483687210.16157/j.issn.0258-7998.2120053000147056Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent gameTang Junci0Li Tie1Pi Junbo2Wang Mingkai3State Grid Liaoning Electric Power Supply Co.，Ltd.，Shenyang 110000，ChinaState Grid Liaoning Electric Power Supply Co.，Ltd.，Shenyang 110000，ChinaState Grid Corporation of China，Beijing 100031，ChinaState Grid Liaoning Electric Power Supply Co.，Ltd.，Shenyang 110000，ChinaConsidering that the user demand will affect the effect of multi-time scale source load intelligent dispatching in distribution network to a certain extent, a multi-agent game based multi-time scale source load intelligent dispatching method is proposed. Due to the fluctuation of power load in the operation process of distribution network, this paper analyzes the multi time scale source load variation scenarios of distribution network, alleviates the pressure of distribution network operation through short-term interaction, and analyzes the source load characteristics of distribution network. Based on multi-agent game, an intelligent optimization objective function of distribution network is built based on multi-agent game. Based on the daily dispatching model of distribution network, the daily 2 h scheduling model of distribution network and the daily 15 min scheduling model of distribution network, a multi time scale source load scheduling model of distribution network is constructed, and the scheduling of multi time scale source load of distribution network is realized. Experimental results show that the proposed method has better scheduling effect in different strategies and scenarios, and is suitable for wide application.http://www.chinaaet.com/article/3000147056multi-agent gamedistribution networkmultiple time scalessource and charge characteristicsintelligent scheduling |
| spellingShingle | Tang Junci Li Tie Pi Junbo Wang Mingkai Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent game Dianzi Jishu Yingyong multi-agent game distribution network multiple time scales source and charge characteristics intelligent scheduling |
| title | Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent game |
| title_full | Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent game |
| title_fullStr | Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent game |
| title_full_unstemmed | Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent game |
| title_short | Multi-time scale source and load intelligent scheduling method for distribution network based on multi-agent game |
| title_sort | multi time scale source and load intelligent scheduling method for distribution network based on multi agent game |
| topic | multi-agent game distribution network multiple time scales source and charge characteristics intelligent scheduling |
| url | http://www.chinaaet.com/article/3000147056 |
| work_keys_str_mv | AT tangjunci multitimescalesourceandloadintelligentschedulingmethodfordistributionnetworkbasedonmultiagentgame AT litie multitimescalesourceandloadintelligentschedulingmethodfordistributionnetworkbasedonmultiagentgame AT pijunbo multitimescalesourceandloadintelligentschedulingmethodfordistributionnetworkbasedonmultiagentgame AT wangmingkai multitimescalesourceandloadintelligentschedulingmethodfordistributionnetworkbasedonmultiagentgame |