Transmission Expansion Planning - A Multiyear PSO Based Approach Considering Load Uncertainties

被引:0
|
作者
da Rocha, Manuel Costeira [1 ]
Saraiva, Joao Tome [2 ]
机构
[1] FEUP, DEEC, Oporto, Portugal
[2] FEUP, DEEC, INESC TEC, Oporto, Portugal
关键词
Transmission Expansion Planning; multiyear problem; load uncertainties; fuzzy sets; Particle Swarm Optimization; Discrete Evolutionary PSO; DEPSO; EXPERT-SYSTEM;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper describes a multiyear dynamic Transmission Expansion Planning, TEP, model to select and schedule along the planning horizon transmission expansion projects taken from a list supplied by the planner. The selection of the most adequate set of projects from this list is driven by the minimization of the investment plus operation costs while enforcing a number of constraints related with technical, financial and reliability issues. The developed approach also admits that nodal loads are modeled by triangular fuzzy numbers as a way to ensure obtaining more robust plans that is plans not only adequate for a deterministic set of future loads but plans that can accommodate load uncertainty. Finally, given the discrete nature of the problem, it was adopted a discrete version of the Evolutionary Particle Swarm Optimization algorithm, DEPSO, that proved very effective and shows good performance on several tests ran with the IEEE RTS system.
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页数:6
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