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A new method for optimal location and sizing of capacitors in distorted distribution networks using PSO algorithm
Authors:Seyed Abbas Taher  Ali Karimian  Mohammad Hasani
Affiliation:1. Department of Physics, University of Duisburg-Essen, Duisburg, Germany;2. Department of Computer Science and Applied Cognitive Science, University of Duisburg-Essen, Duisburg, Germany;1. Univ. Lille Nord de France, F-59000 Lille, France;2. UVHC, TEMPO Lab., PSI Team, F-59313 Valenciennes, France;1. Department of Electrical Engineering, College of Engineering & Technology, Bhubaneswar, 751003, India;2. Department of Electrical Engineering, NTU, Singapore;3. Department of Computer Science & Engineering, CET Bhubaneswar, India;4. Department of Mechanical Engineering, VSSUT Burla, India
Abstract:This paper presents an optimization algorithm for simultaneous improvement of power quality (PQ), optimal placement and sizing of fixed capacitor banks in radial distribution networks in the presence of voltage and current harmonics. The algorithm is based on particle swarm optimization (PSO). The objective function includes the cost of power losses, energy losses and those of the capacitor banks. Constraints include voltage limits, number/size of installed capacitors at each bus, and PQ limits of standard IEEE-519. Using a newly proposed fitness function, a suitable combination of the objective function and relevant constraints is defined as a criterion to select a set of the most suitable buses for capacitor placement. This method is also capable of improving particles in several steps for both converging more readily to the near global solution as well as improving satisfaction of the power quality constraints. Simulation results for the 18-bus and 33-bus IEEE distorted networks using the proposed method are presented and compared with those of previous works. In the 18-bus IEEE distorted network, this indicated an improvement of 3.29% saving compared with other methods. Using the proposed optimization method and simulation performed on the 33-bus IEEE distorted network an annual cost reduction of 31.16% was obtained.
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