Graph Theory and Optimization Algorithms Aided Adaptive Protection in Reconfigurable Microgrid

Microgrids interfaced with distributed generators facilitate decentralization of electric power. Bi-directional power flow due to multiple sources and dynamic behaviour of microgrids possess challenges to protection engineers. In this paper, an adaptive protection scheme for a central protection centre (CPC) in a microgrid is proposed. The key functions of the CPC are monitoring the microgrid, identification of fault if any, shortest path identification from a fault to the nearest operating source using Boruvka–Dijkstra graph theory algorithm. It also assigns adaptively the optimized values of time multiplier setting of relays in that path using genetic algorithm, which in turn aids in quick fault clearance. A hardware prototype is developed, tested and validated for a 7-bus microgrid network using Arduino ATmega 1280 for shortest path identification and optimized TMS value assignment for relays in that path using Raspberry Pi Model B+.

[1]  Ashish P. Agalgaonkar,et al.  A review of protection systems for distribution networks embedded with renewable generation , 2016 .

[2]  Vijay Vittal,et al.  Power System Connectivity Monitoring Using a Graph Theory Network Flow Algorithm , 2016, IEEE Transactions on Power Systems.

[3]  Mikel Armendariz,et al.  Multiagent-Based Distribution Automation Solution for Self-Healing Grids , 2015, IEEE Transactions on Industrial Electronics.

[4]  Taha Selim Ustun,et al.  Fault current coefficient and time delay assignment for microgrid protection system with central protection unit , 2013, IEEE Transactions on Power Systems.

[5]  Hannu Laaksonen,et al.  Adaptive Protection and Microgrid Control Design for Hailuoto Island , 2014, IEEE Transactions on Smart Grid.

[6]  Bijaya Ketan Panigrahi,et al.  Optimal coordination of directional over-current relays using Teaching Learning-Based Optimization (TLBO) algorithm , 2013 .

[7]  Fadhel A. Albasri,et al.  Optimal Coordination of Directional Overcurrent Relays Using Biogeography-Based Optimization Algorithms , 2015, IEEE Transactions on Power Delivery.

[8]  Ning Xie,et al.  A graph theory based methodology for optimal PMUs placement and multiarea power system state estimation , 2015 .

[9]  Alexandre Oudalov,et al.  Microgrids enter the mainstream , 2016 .

[10]  Taha Selim Ustun,et al.  Implementation of Dijkstra's algorithm in a dynamic microgrid for relay hierarchy detection , 2011, 2011 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[11]  S. Hemamalini,et al.  Prims-Aided Dijkstra Algorithm for Adaptive Protection in Microgrids , 2016, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[12]  J. Martí,et al.  Minimum-loss network reconfiguration: A minimum spanning tree problem , 2015 .

[13]  Bijaya K. Panigrahi,et al.  Optimal coordination of directional over-current relays using informative differential evolution algorithm , 2014, J. Comput. Sci..

[14]  Wenming Guo,et al.  Microgrid protection based on principle of fault location , 2016 .

[15]  Prashant P. Bedekar,et al.  Optimum coordination of overcurrent relay timing using continuous genetic algorithm , 2011, Expert Syst. Appl..

[16]  Mohammad Shahidehpour,et al.  Adaptive Protection System for Microgrids: Protection practices of a functional microgrid system. , 2014, IEEE Electrification Magazine.

[17]  Seyed Hossein Hesamedin Sadeghi,et al.  An overview of microgrid protection methods and the factors involved , 2016 .

[18]  S. S. Gokhale,et al.  An application of a tent map initiated Chaotic Firefly algorithm for optimal overcurrent relay coordination , 2016 .

[19]  O. V. Gnana Swathika,et al.  Multiple DG Synchronization and De-synchronization in a Microgrid Using PLC , 2016 .

[20]  S. Chowdhury,et al.  Microgrids and Active Distribution Networks , 2009 .

[21]  O. V. Gnana Swathika,et al.  Adaptive and Intelligent Controller for Protection in Radial Distribution System , 2016 .

[22]  Hongwei Li,et al.  An improved distribution network reconfiguration method based on minimum spanning tree algorithm and heuristic rules , 2016 .

[23]  Taha Selim Ustun,et al.  Modeling of a Centralized Microgrid Protection System and Distributed Energy Resources According to IEC 61850-7-420 , 2012, IEEE Transactions on Power Systems.

[24]  A. C. Zambroni de Souza,et al.  Artificial Immune Systems Optimization Approach for Multiobjective Distribution System Reconfiguration , 2015, IEEE Transactions on Power Systems.

[25]  M. M. Aman,et al.  Graph theory‐based radial load flow analysis to solve the dynamic network reconfiguration problem , 2016 .

[26]  O. V. Gnana Swathika,et al.  Prims Aided Floyd Warshall Algorithm for Shortest Path Identification in Microgrid , 2017 .

[27]  Wen LU,et al.  Design and application of microgrid operation control system based on IEC 61850 , 2014 .