Static Transmission Expansion Planning using Heuristic and Metaheuristic Techniques

被引:0
|
作者
Gomes, Phillipe Vilaca [1 ,2 ]
Saraiva, Joao Tome [1 ,2 ]
机构
[1] Univ Porto, Fac Engn, INESC TEC, Oporto, Portugal
[2] Univ Porto, Fac Engn, FEUP, DEEC, Oporto, Portugal
关键词
Constructive Heuristic Algorithms; Particle Swarm Optimization; Reduction of the Search Space Size; Transmission Expansion Planning;
D O I
暂无
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 describes a hybrid tool to perform Static Transmission Expansion Planning, STEP, studies and its application to the Garver6-Bus academic system and to the Southern Brazilian Transmission equivalent real system. The developed STEP tool integrates two phases as follows. The first one uses Constructive Heuristic Algorithms (CHA) to reduce the search space, and the second uses Particle Swarm Optimization (PSO) to identify the final solution. This hybridization between CHAs and PSO proved to be very effective and shows good performance to reduce the size of the STEP search space and to identify good quality solutions. These are relevant issues given the combinatorial nature of investment problems leading to the explosion of the number of alternative plans, one of the greatest difficulties faced in this planning problem.
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页数:6
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