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An efficient hybrid metaheuristics optimization technique applied to the AC electric transmission network expansion planning

  • Universidad de Cuenca
  • Pontifícia Universidade Católica de Campinas

Research output: Contribution to journalArticlepeer-review

24 Scopus citations

Abstract

The transmission network expansion planning (TNEP) problem consists of determining the necessary infrastructure additions, within a planning horizon, to minimize an investment objective function while meeting some operational and physical constraints. Even using simplified models to represent the electric network, the TNEP becomes a very complex, combinatorial and non-convex optimization problem. In recent years, the full alternating current (AC) network model has been proposed to formulate the TNEP problem. Due to its complexity, more robust and efficient optimization techniques to solve the AC formulation are required. This paper proposes a new effcient hybrid metaheuristic technique to solve the TNEP problem. Additionally, it presents a comprehensive comparative study including different powerful conventional, emerging and hybrid optimization metaheuristics techniques applied to solve the static, long-term TNEP problem, using the AC model, considering both operating and reactive power compensation costs. Simulation results are shown for three test systems: Garver 6-bus system, IEEE 24-bus system and the IEEE 118-bus system.

Original languageEnglish
Article number100830
JournalSwarm and Evolutionary Computation
Volume61
DOIs
StatePublished - Mar 2021

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 9 - Industry, Innovation, and Infrastructure
    SDG 9 Industry, Innovation, and Infrastructure

Keywords

  • AC model
  • Electric energy systems
  • Hybrid-metaheuristics
  • Optimization
  • Parallel processing
  • Transmission network expansion planning

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