A Multi-Agent Approach for Self-Healing and RES-Penetration in Smart Distribution Networks

被引:7
作者
Abdelhamid, Ahmed Maged [1 ]
Zakzouk, Nahla E. [2 ]
El Safty, Samah [2 ]
机构
[1] Engn Consultants Grp SA ECG, Alexandria 21532, Egypt
[2] Arab Acad Sci & Technol AAST, Coll Engn & Technol, Elect & Control Engn Dept, Abu Kir Campus, Alexandria 1029, Egypt
关键词
smart distribution systems; automatic fault detection; service restoration; multi-agent system; renewable energy source; SERVICE RESTORATION; SYSTEM;
D O I
10.3390/math10132275
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Smart grid technology has gained much consideration recently to make use of intelligent control in the automatic fault-detection and self-healing of electric networks. This ensures a reliable electricity supply and an efficient operation of the distribution system against disasters with minimum human interaction. In this paper, a fully decentralized multi-agent system (MAS) algorithm, for self-healing in smart distribution systems, is proposed. The novelty of the proposed algorithm, compared to related work, is its ability to combine the zone and feeder agents, specified for system self-healing, with micro-grid agents. This enables the system to successfully achieve functions of fault locating and isolation along with service-restoration using expert rules while considering both operational constraint and load priorities. Meanwhile, managing the power flow and controlling the distributed generator (DG) contribution, in the considered network, is a bonus merit for the proposed algorithm. Hence, system self-healing as well as strengthening energy security and resiliency are guaranteed. The proposed algorithm is tested on a 22 kV radial distribution system through several case-studies with/without a DG wind-energy source. The employed agents are implemented in the Java Agent Developing Framework (JADE) environment to communicate and make decisions. Power system simulation and calculations are carried out in MATLAB to validate the agents' decisions.
引用
收藏
页数:26
相关论文
共 36 条
[1]   A multi-agent system for distribution network restoration in future smart grids [J].
Al-Hinai, Amer ;
Alhelou, Hassan Haes .
ENERGY REPORTS, 2021, 7 :8083-8090
[2]  
[Anonymous], American National Standards Institute (ANSI) standards (ANSI S3.3-1971
[3]  
R-1960)
[4]  
[Anonymous], SG 66 170 ONSHORE WI
[5]  
[Anonymous], JADE AGENT DEV TOOLK
[6]  
Asadi Qasem, 2020, 2020 15th International Conference on Protection and Automation of Power Systems (IPAPS), P19, DOI 10.1109/IPAPS52181.2020.9375560
[7]   Coordinated flexible energy and self-healing management according to the multi-agent system-based restoration scheme in active distribution network [J].
Bagherzadeh, Leila ;
Shayeghi, Hossein ;
Pirouzi, Sasan ;
Shafie-khah, Miadreza ;
Catalao, Joao P. S. .
IET RENEWABLE POWER GENERATION, 2021, 15 (08) :1765-1777
[8]  
Chao Xing, 2020, 2020 IEEE Sustainable Power and Energy Conference (iSPEC), P1058, DOI 10.1109/iSPEC50848.2020.9350965
[9]   Automatic fault isolation and restoration of distribution system using JADE based Multi-Agents [J].
Chellaswamy, Indhumathi ;
Rani, Joy Vasantha S. P. .
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2019, 27 (03) :2226-2242
[10]   Nontechnical Loss and Outage Detection Using Fractional-Order Self-Synchronization Error-Based Fuzzy Petri Nets in Micro-Distribution Systems [J].
Chen, Shi-Jaw ;
Zhan, Tung-Sheng ;
Huang, Cong-Hui ;
Chen, Jian-Liung ;
Lin, Chia-Hung .
IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (01) :411-420