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Specialized differential evolution technique to solve the alternating current model based transmission expansion planning problem

Research output: Contribution to journalArticlepeer-review

26 Scopus citations

Abstract

Solving the Transmission Expansion Planning (TEP) problem using the Alternating Current (AC) network model is a recent important trend. This problem is extremely difficult to solve due to its combinatorial nature and the non-linear behavior presented by using the AC network model, and only very few research works had tackled it so far. In this work, an improved and specialized application of Differential Evolution (DE) to solve the TEP problem in its static form, using the AC model and taking into account reactive power compensation is presented. The main goal of this work is to make feasible the use of the AC network model for TEP. This approach improves some features of traditional differential evolution in its binomial version to be applied to solve the TEP problem. Some comparisons are performed using some other swarm based meta-heuristics in order to demonstrate the good results obtained. Test and realistic networks are used to present the results of this new approach.

Original languageEnglish
Pages (from-to)243-251
Number of pages9
JournalInternational Journal of Electrical Power and Energy Systems
Volume68
DOIs
StatePublished - Jun 2015
Externally publishedYes

UN SDGs

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

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • Differential evolution
  • Electric power systems
  • Meta-heuristic
  • Renewable energy sources
  • Smart grids
  • Transmission expansion planning

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