A multiagent design for self-healing in electric power distribution systems

被引:18
|
作者
Shirazi, E. [1 ,2 ]
Jadid, S. [1 ,2 ]
机构
[1] Iran Univ Sci & Technol, Elect & Elect Engn Sch, Tehran, Iran
[2] Iran Univ Sci & Technol, Green Res Ctr, Tehran, Iran
关键词
Distributed control; Multi agent systems; Self-healing; Service restoration; Smart grid; Distributed generation; Neural network; DECISION-SUPPORT-SYSTEM; RESTORATION; SCHEME;
D O I
10.1016/j.epsr.2019.02.025
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The out-of-service area after fault should berestored by changing the distribution system configuration by means of switching actions on the feeders. This paper proposes an agent-based approach for service restoration in smart distribution systems with distributed generations (DG). The proposed multi agent has four different types of agents: feeder agents, zone agents, switch agents and DG agents. The agents can communicate and cooperate with each other in order to supply services to out-of-service customers. An artificial neural network has been considered within DG agent to predict the DG generation. The restoration plan is built based on local data considering system conditions, operational constraints and fault location. Different loading conditions have been considered under different scenarios and the result of proposed multi agent approach for each scenario with and without DG have been compared. Simulation results show the efficiency of proposed agent architecture.
引用
收藏
页码:230 / 239
页数:10
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