DocumentCode
108625
Title
Comprehensive multi-year distribution system planning using back-propagation approach
Author
Bin Humayd, Abdullah S. ; Bhattacharya, Kankar
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Waterloo, Waterloo, ON, Canada
Volume
7
Issue
12
fYear
2013
fDate
Dec-13
Firstpage
1415
Lastpage
1425
Abstract
Distribution system planning is undergoing a change in paradigm in the context of deregulation and with penetration of distributed generation (DG) sources into distribution networks. This study presents a new heuristic approach based on a back-propagation algorithm combined with cost-benefit analysis to comprehensive multi-year distribution system planning. The planning problem incorporates various energy supply options for local distribution companies such as DG sources, substations and feeders and determines the optimum capacities, locations and upgrade plans. Test results comprising a 32 bus system and the IEEE 69 bus system are presented to illustrate the performance of the proposed method. The results are compared with an optimisation solution, and it is demonstrated that the heuristic approach can achieve better performance and has higher computational efficiency.
Keywords
backpropagation; cost-benefit analysis; optimisation; power distribution planning; power engineering computing; 32 bus system; DG sources; DSPLAN; IEEE 69 bus system; backpropagation approach; comprehensive multiyear distribution system planning; computational efficiency; cost-benefit analysis; deregulation; distributed generation sources; distribution networks; energy supply options; feeders; heuristic approach; local distribution companies; optimisation solution; optimum capacities; optimum locations; substations; upgrade plans;
fLanguage
English
Journal_Title
Generation, Transmission & Distribution, IET
Publisher
iet
ISSN
1751-8687
Type
jour
DOI
10.1049/iet-gtd.2012.0706
Filename
6674163
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