Optimal locations and sizing of capacitors in radial distribution systems using mine blast algorithm

In this paper, a mine blast algorithm (MBA) is proposed for optimal allocations and sizing of capacitors in various distribution systems. First, the most candidate buses for installing capacitors are suggested using loss sensitivity factors (LSF). Then, the proposed MBA is employed to deduce the size of capacitors and their locations from the elected buses. The objective function is designed to reduce the total cost and, consequently, to increase the net saving per year. The proposed algorithm is tested on 10 and 85 bus radial distribution systems. The obtained results via the proposed algorithm are compared with others to highlight their benefits. Moreover, the results are introduced to verify the effectiveness of the suggested algorithm to minimize the losses and total cost and to enhance the voltage profile and net saving for various distribution systems and loading conditions.

[1]  Provas Kumar Roy,et al.  Optimal capacitor placement in radial distribution systems using teaching learning based optimization , 2014 .

[2]  Mohd Najib Mohd Salleh,et al.  Accelerated Mine Blast Algorithm for ANFIS Training for Solving Classification Problems , 2016 .

[3]  S. Jayalalitha,et al.  Optimal Reactive Power Compensation by Shunt Capacitor Sizing Using Harmony Search Algorithm in Unbalanced Radial Distribution System for Power loss Minimization , 2013 .

[4]  L. W. de Oliveira,et al.  Cuckoo Search Optimization technique applied to capacitor placement on distribution system problem , 2012, 2012 10th IEEE/IAS International Conference on Industry Applications.

[5]  Ji-Pyng Chiou,et al.  Distribution network reconfiguration for loss reduction by ant colony search algorithm , 2005 .

[6]  D. Das,et al.  Simple and efficient method for load flow solution of radial distribution networks , 1995 .

[7]  Zeng Shu-zhen Application of optimization algorithm on simulating the fisher fishing in multi-objective optimal reactive power , 2011 .

[8]  Do Guen Yoo,et al.  Mine Blast Harmony Search and Its Applications , 2015, ICHSA.

[9]  Yann-Chang Huang,et al.  Solving the capacitor placement problem in a radial distribution system using Tabu Search approach , 1996 .

[10]  Almoataz Y. Abdelaziz,et al.  Improved Harmony Algorithm for optimal locations and sizing of capacitors in radial distribution systems , 2016 .

[11]  Reza Sirjani,et al.  Optimal capacitor placement in a radial distribution system using Harmony Search algorithm , 2010 .

[12]  Ardeshir Bahreininejad,et al.  Mine blast algorithm for optimization of truss structures with discrete variables , 2012 .

[13]  M. Sydulu,et al.  2Index and GA based Optimal Location and Sizing of Distribution System Capacitors , 2007, 2007 IEEE Power Engineering Society General Meeting.

[14]  H. S. Nagi,et al.  Novel method for solving radial distribution networks , 1994 .

[15]  K. Ravindra,et al.  Direct search algorithm for capacitive compensation in radial distribution systems , 2012 .

[16]  Ardeshir Bahreininejad,et al.  Water cycle, mine blast and improved mine blast algorithms for discrete sizing optimization of truss structures , 2015 .

[17]  G. Pulla,et al.  Optimal Selection of Capacitors for Radial Distribution Systems Using Plant Growth Simulation Algorithm , 2011 .

[18]  E. S. Ali,et al.  Optimal sizing and locations of capacitors in radial distribution systems via flower pollination optimization algorithm and power loss index , 2016 .

[19]  Kit Po Wong,et al.  Solving power system optimization problems using simulated annealing , 1995 .

[20]  R. Srinivasas Rao,et al.  Optimal capacitor placement in a radial distribution system using Plant Growth Simulation Algorithm , 2008 .

[21]  Ching-Tzong Su,et al.  A new fuzzy-reasoning approach to optimum capacitor allocation for primary distribution systems , 1996, Proceedings of the IEEE International Conference on Industrial Technology (ICIT'96).

[22]  D. P. Kothari,et al.  Optimal location and sizing of capacitor placement in radial distribution system using Bacterial Foraging Optimization Algorithm , 2015 .

[23]  R. Jabr Optimal placement of capacitors in a radial network using conic and mixed integer linear programming , 2008 .

[24]  M. Sydulu,et al.  Particle Swarm Optimization Based Capacitor Placement on Radial Distribution Systems , 2007, 2007 IEEE Power Engineering Society General Meeting.

[25]  M J Kasaei,et al.  LOSS REDUCTION IN DISTRIBUTION SYSTEM WITH SIMULTANEOUS USING OF CAPACITOR PLACEMENT AND RECONFIGURATION BY ANT COLONY ALGORITHM , 2009 .

[26]  Seyed Abbas Taher,et al.  A NEW APPROACH FOR OPTIMAL CAPACITOR PLACEMENT AND SIZING IN UNBALANCED DISTORTED DISTRIBUTION SYSTEMS USING HYBRID HONEY BEE COLONY ALGORITHM , 2013 .

[27]  Joong Hoon Kim,et al.  Geometry optimization of a cylindrical fin heat sink using mine blast algorithm , 2014 .

[28]  Oliveira,et al.  [IEEE 2009 IEEE/PES Power Systems Conference and Exposition (PSCE) - Seattle, WA, USA (2009.03.15-2009.03.18)] 2009 IEEE/PES Power Systems Conference and Exposition - A Heuristic Constructive Algorithm for capacitor placement on distribution systems , 2008 .

[29]  Mahdiyeh Eslami,et al.  Capacitor Location and Size Determination to Reduce Power Losses of a Distribution Feeder by Firefly Algorithm , 2014 .

[30]  Dinakara Prasad,et al.  Sensitivity Based Capacitor Placement Using Cuckoo Search Algorithm for Maximum Annual Savings , 2014 .

[31]  Helon Vicente Hultmann Ayala,et al.  Capacitor placement of distribution systems using particle swarm optimization approaches , 2015 .

[32]  Saeid Jalilzadeh,et al.  Optimal Capacitor Placement in a Radial Distribution System using Shuffled Frog Leaping and Particle Swarm Optimization Algorithms , 2011 .

[33]  E. S. Ali,et al.  Improved Harmony Algorithm and Power Loss Index for optimal locations and sizing of capacitors in radial distribution systems , 2016 .

[34]  Niladri Chakraborty,et al.  Performance study of Mine Blast Algorithm for automatic voltage regulator tuning , 2014, 2014 Annual IEEE India Conference (INDICON).

[35]  E. S. Ali,et al.  Flower Pollination Algorithm and Loss Sensitivity Factors for optimal sizing and placement of capacitors in radial distribution systems , 2016 .

[36]  K. Muthukumar,et al.  ARTIFICIAL BEE COLONY ALGORITHM BASED APPROACH FOR OPTIMAL SIZING AND LOCATION OF SHUNT CAPACITORS IN RADIAL DISTRIBUTION SYSTEMS WITH COMPOSITE AND EXPONENTIAL LOADS , 2014 .

[37]  Almoataz Y. Abdelaziz,et al.  Flower Pollination Algorithm for Optimal Capacitor Placement and Sizing in Distribution Systems , 2016 .

[38]  Ardeshir Bahreininejad,et al.  Mine blast algorithm: A new population based algorithm for solving constrained engineering optimization problems , 2013, Appl. Soft Comput..

[39]  J. Teng A direct approach for distribution system load flow solutions , 2003 .

[40]  R. Srinivasa Rao Capacitor Placement in Radial Distribution System for Loss Reduction Using Artificial Bee Colony Algorithm , 2010 .