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
fDate :
June 29 2015-July 2 2015
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;
Conference_Titel :
PowerTech, 2015 IEEE Eindhoven
Conference_Location :
Eindhoven
DOI :
10.1109/PTC.2015.7232377