DocumentCode
1764267
Title
Fault Indicator Deployment in Distribution Systems Considering Available Control and Protection Devices: A Multi-Objective Formulation Approach
Author
Shahsavari, Amirhosain ; Mazhari, Seyed Mahdi ; Fereidunian, Alireza ; Lesani, H.
Author_Institution
Sch. of ECE, Univ. of Tehran, Tehran, Iran
Volume
29
Issue
5
fYear
2014
fDate
Sept. 2014
Firstpage
2359
Lastpage
2369
Abstract
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.
Keywords
decision making; fuzzy set theory; particle swarm optimisation; power distribution control; power distribution economics; power distribution faults; power distribution protection; CARTI; FI placement method; MOPSO; Pareto optimal set; RBTS4; Roy Billinton test system; SAIDI; automatic switching uncertainties; customer average restoration time index; electric distribution systems; fuzzy decision making method; multiobjective fault indicator placement method; multiobjective formulation approach; multiobjective particle swarm optimization based algorithm; multiobjective solution approach; protection devices; real-life distribution network; technical objective function; Circuit faults; Economics; Fault location; Linear programming; Manuals; Switches; Distribution automation system (DAS); fault indicator placement; fuzzy decision making; multi-objective particle swarm optimization (MOPSO); power system planning; reliability evaluation;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2014.2303933
Filename
6739182
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