DocumentCode
735574
Title
Static transmission expansion planning using Heuristic and metaheuristic techniques
Author
Vilaca Gomes, Phillipe ; Saraiva, Joao Tome
Author_Institution
Fac. de Eng., Univ. do Porto, Porto, Portugal
fYear
2015
fDate
June 29 2015-July 2 2015
Firstpage
1
Lastpage
6
Abstract
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.
Keywords
investment; particle swarm optimisation; power transmission economics; power transmission planning; search problems; CHA; Garver 6-Bus academic system; PSO; STEP search space; STEP tool; Southern Brazilian transmission equivalent real system; constructive heuristic algorithms; metaheuristic techniques; particle swarm optimization; static transmission expansion planning; Heuristic algorithms; Integrated circuit modeling; Mathematical model; Optimization; Particle swarm optimization; Planning; Search problems; Constructive Heuristic Algorithms; Particle Swarm Optimization; Reduction of the Search Space Size; Transmission Expansion Planning;
fLanguage
English
Publisher
ieee
Conference_Titel
PowerTech, 2015 IEEE Eindhoven
Conference_Location
Eindhoven
Type
conf
DOI
10.1109/PTC.2015.7232377
Filename
7232377
Link To Document