Static transmission expansion planning using Heuristic and metaheuristic techniques

This paper describes a hybrid tool to perform Static Transmission Expansion Planning, STEP, studies and its application to the Garver 6-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...

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Detalhes bibliográficos
Autor principal: Phillipe Vilaça Gomes (author)
Outros Autores: João Tomé Saraiva (author)
Formato: book
Idioma:eng
Publicado em: 2015
Assuntos:
Texto completo:https://hdl.handle.net/10216/79689
País:Portugal
Oai:oai:repositorio-aberto.up.pt:10216/79689
Descrição
Resumo:This paper describes a hybrid tool to perform Static Transmission Expansion Planning, STEP, studies and its application to the Garver 6-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.