Comprehensive multi-year distribution system planning using back-propagation approach

被引:36
作者
Bin Humayd, Abdullah S. [1 ]
Bhattacharya, Kankar [1 ]
机构
[1] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
关键词
backpropagation; cost-benefit analysis; optimisation; power distribution planning; power engineering computing; comprehensive multiyear distribution system planning; backpropagation approach; DSPLAN; distributed generation sources; DG sources; deregulation; heuristic approach; energy supply options; local distribution companies; substations; feeders; optimum capacities; optimum locations; upgrade plans; 32 bus system; IEEE 69 bus system; optimisation solution; computational efficiency; distribution networks; POWER-SYSTEMS; GENERATION; PLACEMENT; COORDINATION; MARKET;
D O I
10.1049/iet-gtd.2012.0706
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
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.
引用
收藏
页码:1415 / 1425
页数:11
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