articleIEEE Transactions on Power DeliveryOct 1, 2011Closed access

Optimal Distributed Generation Allocation and Sizing in Distribution Systems via Artificial Bee Colony Algorithm

Dalhousie University

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Abstract

Distributed generation (DG) has been utilized in some electric power networks. Power loss reduction, environmental friendliness, voltage improvement, postponement of system upgrading, and increasing reliability are some advantages of DG-unit application. This paper presents a new optimization approach that employs an artificial bee colony (ABC) algorithm to determine the optimal DG-unit's size, power factor, and location in order to minimize the total system real power loss. The ABC algorithm is a new metaheuristic, population-based optimization technique inspired by the intelligent foraging behavior of the honeybee swarm. To reveal the validity of the ABC algorithm, sample radial distribution feeder systems…

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724
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Authors

2

Topics & keywords

Keywords
  • Metaheuristic
  • Artificial bee colony algorithm
  • Sizing
  • Mathematical optimization
  • Particle swarm optimization
  • Electric power system
  • Parallel metaheuristic
  • Algorithm
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