Distribution Network Reconfiguration Based on Niching Techniques Particle Swarm Optimization Algorithm
Aoran Xu, Liu Zhang, Yang Gao, Cailian Gu, Chunyu Qu
Available Online April 2015.
- https://doi.org/10.2991/icmra-15.2015.87How to use a DOI?
- Distribution Network;Network Reconfiguration;Niching Techniques;Particle Swarm Optimization
- Distribution network reconfiguration is an important tool to optimize the operating conditions of a distribution network. Niche Binary Particle Swarm Optimization (NBPSO) Algorithm is proposed to overcome the defect of PSO prematurity for distribution network reconfiguration. In view of distribution network switch location in order, the weighted hamming distance is redefined for dividing different niche groups. Different niche groups are optimized using PSO, and particles in renewal groups are adapted by sharing mechanism. An IEEE 33-bus radial distribution test system is taken as a study system for performing the test. The results reveal the strong global searching of the proposed method for solving the problem.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Aoran Xu AU - Liu Zhang AU - Yang Gao AU - Cailian Gu AU - Chunyu Qu PY - 2015/04 DA - 2015/04 TI - Distribution Network Reconfiguration Based on Niching Techniques Particle Swarm Optimization Algorithm BT - Proceedings of the 3rd International Conference on Mechatronics, Robotics and Automation PB - Atlantis Press SP - 439 EP - 442 SN - 2352-538X UR - https://doi.org/10.2991/icmra-15.2015.87 DO - https://doi.org/10.2991/icmra-15.2015.87 ID - Xu2015/04 ER -