Hybridized Symbiotic Organism Search Algorithm for the Optimal Operation of Directional Overcurrent Relays

This paper presents the solution of directional overcurrent relay (DOCR) problems using Simulated Annealing based Symbiotic Organism Search (SASOS). The objective function of the problem is to minimize the sum of the operating times of all primary relays. The DOCR problem is nonlinear and highly constrained with two types of decision variables, namely, the time dial settings (TDS) and plug setting (PS). In this paper, three models of the problem are considered, the IEEE 3-bus, 4-bus, and 6-bus, respectively. We have applied SASOS to solve the problem and the obtained results are compared with other algorithms available in the literature.

[1]  Gholamreza Shafipour,et al.  Box-Muller harmony search algorithm for optimal coordination of directional overcurrent relays in power system , 2011 .

[2]  Ismail Musirin,et al.  Modified swarm firefly algorithm method for directional overcurrent relay coordination problem , 2014 .

[3]  Abdellah Salhi,et al.  A Plant Propagation Algorithm for Constrained Engineering Optimisation Problems , 2014 .

[4]  T. Amraee,et al.  Coordination of Directional Overcurrent Relays Using Seeker Algorithm , 2012, IEEE Transactions on Power Delivery.

[5]  Takashi Ikegami,et al.  Numerical definitions of wind power output fluctuations for power system operations , 2018 .

[6]  Bijaya K. Panigrahi,et al.  Optimal coordination of electro-mechanical-based overcurrent relays using artificial bee colony algorithm , 2013, Int. J. Bio Inspired Comput..

[7]  Joao Barros,et al.  The evolutionary algorithm EPSO to coordinate directional overcurrent relays , 2010 .

[8]  Guido Carpinelli,et al.  Voltage Regulators and Capacitor Placement in Three-phase Distribution Systems with Non-linear and Unbalanced Loads , 2006 .

[9]  K. Sathish Kumar,et al.  Distribution system reconfiguration for loss minimization using modified bacterial foraging optimization algorithm , 2015 .

[10]  A MohamedImran,et al.  Optimal size and siting of multiple distributed generators in distribution system using bacterial foraging optimization , 2014, Swarm Evol. Comput..

[11]  Sakti Prasad Ghoshal,et al.  Particle swarm optimization with an aging leader and challengers algorithm for optimal power flow problem with FACTS devices , 2015 .

[12]  Daryoush Habibi,et al.  Power flow control in grid-connected microgrid operation using Particle Swarm Optimization under variable load conditions , 2013 .

[13]  Abhisek Ukil,et al.  Current-Only Directional Overcurrent Relay , 2011, IEEE Sensors Journal.

[14]  Subhransu Sekhar Dash,et al.  Zero-one Integer Programming Approach to Determine the Minimum Break Point Set in Multi-loop and Parallel Networks , 2012 .

[15]  I. A. Farhat,et al.  Dynamic adaptive bacterial foraging algorithm for optimum economic dispatch with valve-point effects and wind power , 2010 .

[16]  E. S. Ali,et al.  Optimization of Power System Stabilizers using BAT search algorithm , 2014 .

[17]  E. S. Ali,et al.  Load frequency controller design via BAT algorithm for nonlinear interconnected power system , 2016 .

[18]  Anthony M. Sleva Protective Relay Principles , 2009 .

[19]  M. Geethanjali,et al.  Optimal location and sizing of Distribution Static Synchronous Series Compensator using Particle Swarm Optimization , 2014 .

[20]  Mohamed Zellagui,et al.  Optimal Overcurrent Relays Coordination in the Presence Multi TCSC on Power Systems Using BBO Algorithm , 2015 .

[21]  Ajith Abraham,et al.  New mutation schemes for differential evolution algorithm and their application to the optimization of directional over-current relay settings , 2010, Appl. Math. Comput..

[22]  Amir Afroomand,et al.  Optimum coordination of overcurrent relays using SADE algorithm , 2011, 16th Electrical Power Distribution Conference.

[23]  Chao Zhang,et al.  Energy storage system: Current studies on batteries and power condition system , 2018 .

[24]  Goran Strbac,et al.  Incorporating failures of System Protection Schemes into power system operation , 2016 .

[25]  M. R. Asadi,et al.  Optimal Overcurrent relays coordination using particle-swarm-optimization algorithm , 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

[26]  M. Geethanjali,et al.  Application of Modified Bacterial Foraging Optimization algorithm for optimal placement and sizing of Distributed Generation , 2014, Expert Syst. Appl..

[27]  T. Jayabarathi,et al.  A novel power system reconfiguration for a distribution system with minimum load balancing index using bacterial foraging optimization algorithm , 2012 .

[28]  Ehab F. El-Saadany,et al.  Optimal coordination of overcurrent relays using a modified particle swarm optimization , 2006 .

[29]  Tao Huang,et al.  Structural Evaluation for Distribution Networks with Distributed Generation Based on Complex Network , 2017, Complex..

[30]  M. Singh,et al.  Optimum Coordination of overcurrent relays using CMA-ES algorithm , 2012, 2012 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES).

[31]  Le Van Dai,et al.  Improving Power System Stability with Gramian Matrix-Based Optimal Setting of a Single Series FACTS Device: Feasibility Study in Vietnamese Power System , 2017, Complex..

[32]  Abdellah Salhi,et al.  A Seed-Based Plant Propagation Algorithm: The Feeding Station Model , 2014, TheScientificWorldJournal.

[33]  S.F. Mekhamer,et al.  A Modified Particle Swarm Optimizer for the Coordination of Directional Overcurrent Relays , 2007, IEEE Transactions on Power Delivery.

[34]  Ming Yang,et al.  Insider threats of Physical Protection Systems in nuclear power plants: Prevention and evaluation , 2017 .

[35]  Weng Cho Chew,et al.  Thoughts on massively-parallel heterogeneous computing for solving large problems , 2017, 2017 Computing and Electromagnetics International Workshop (CEM).

[36]  K. R. Krishnanand,et al.  Adaptive differential evolution algorithm for solving non-linear coordination problem of directional overcurrent relays , 2013 .

[37]  Min-Yuan Cheng,et al.  Symbiotic Organisms Search: A new metaheuristic optimization algorithm , 2014 .

[38]  Millie Pant,et al.  Coordination of directional overcurrent relays using opposition based chaotic differential evolution algorithm , 2014 .

[39]  Baseem Khan,et al.  Smart Microgrid Energy Management Using a Novel Artificial Shark Optimization , 2017, Complex..

[40]  Bidyadhar Subudhi,et al.  Neuro-evolutionary approaches to power system harmonics estimation , 2015 .

[41]  Hari Om Gupta,et al.  Application of Random Search Technique in Directional Overcurrent Relay Coordination , 2006 .

[42]  Mohammed Abdullahi,et al.  Correction: Hybrid Symbiotic Organisms Search Optimization Algorithm for Scheduling of Tasks on Cloud Computing Environment , 2016, PloS one.

[43]  Malabika Basu,et al.  Modified particle swarm optimization for nonconvex economic dispatch problems , 2015 .

[44]  R. Thangaraj,et al.  Overcurrent relay coordination by Differential Evolution algorithm , 2012, 2012 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES).

[45]  Mohamed Zellagui,et al.  Application of Firefly Algorithm for Optimal Directional Overcurrent Relays Coordination in the Presence of IFCL , 2014 .

[46]  Amir Ameli,et al.  A Multiobjective Particle Swarm Optimization for Sizing and Placement of DGs from DG Owner's and Distribution Company's Viewpoints , 2014, IEEE Transactions on Power Delivery.

[47]  E. Diaz-Dorado,et al.  Coordination of directional overcurrent relay using evolutionary algorithm and linear programming , 2012 .

[48]  Kusum Deep,et al.  Optimal coordination of over-current relays using modified differential evolution algorithms , 2010, Eng. Appl. Artif. Intell..