Fault Indicator Deployment in Distribution Systems Considering Available Control and Protection Devices: A Multi-Objective Formulation Approach

被引:60
作者
Shahsavari, Alireza [1 ]
Mazhari, Seyed Mahdi [2 ,3 ]
Fereidunian, Alireza [4 ,5 ]
Lesani, Hamid [1 ]
机构
[1] Univ Tehran, Sch Elect & Comp Engn, CIPCE, SMRL, Tehran, Iran
[2] Amirkabir Univ Technol, Sch Elect Engn, Tehran, Iran
[3] Univ Tehran, Sch Elect & Comp Engn, Tehran, Iran
[4] KNTU, Fac Elect Engn, Tehran, Iran
[5] Univ Tehran, SMRL, CIPCE, Tehran, Iran
关键词
Distribution automation system (DAS); fault indicator placement; fuzzy decision making; multi-objective particle swarm optimization (MOPSO); power system planning; reliability evaluation; DISTRIBUTION AUTOMATION SYSTEM; OPTIMAL PLACEMENT; IMMUNE ALGORITHM; OPTIMIZATION;
D O I
10.1109/TPWRS.2014.2303933
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
This paper introduces a multi-objective fault indicator (FI) placement method in electric distribution systems. The prevalent FI placement problem formulation is extended by considering effects of existing protection and control devices on customers' restoration time. Moreover, the customers' average restoration time index (CARTI) is proposed, as a new technical objective function with respect to uncertainties of automatic switching. Furthermore, a multi-objective solution approach is developed to simultaneously minimize indispensable economic and technical objectives. The resultant optimization problem is solved through a multi-objective particle swarm optimization (MOPSO) based algorithm, accompanied by a fuzzy decision making method to select the best result among the obtained Pareto optimal set of solutions. Assuming SAIDI and CARTI as technical objectives, the proposed method is applied to bus number four of the Roy Billinton test system (RBTS4), as well as a real-life distribution network with about 5500 customers, followed by a discussion on results.
引用
收藏
页码:2359 / 2369
页数:11
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