A two stage fault current limiter and directional overcurrent relay optimization for adaptive protection resetting using differential evolution multi-objective algorithm in presence of distributed generation

Abstract This paper presents a two stage optimization approach for solving the excessive network fault currents and resetting of overcurrent relays based on Adaptive Protection Scheme (APS) concept. The first stage consists of Fault Current Limiter (FCL) optimization to restore fault currents within Circuit Breaker (CB) thermal capacity whether caused by Distributed Generation (DG) or not. The second stage consists of Directional Overcurrent Relay (DOCR) coordination based on the adaptive protection concept to reset DOCR in order to function properly in presence of FCL and DG. This is of great importance since FCL may cause over limitation of fault current during minimum load operation which may degrade DOCR performance. The optimization process has been achieved by formulating both the FCL sizing and location problem and DOCR coordination problem using Differential Evolution Multi-Objective (DEMO) algorithm. The proposal has effectively re-coordinated the DOCRs contemplating the effects of FCLs and DGs which mitigated the faults surpassing CB thermal limit, DOCR miscoordination and degraded performance caused by FCL over limitation.

[1]  A. Dysko,et al.  An Adaptive Overcurrent Protection Scheme for Distribution Networks , 2015, IEEE Transactions on Power Delivery.

[2]  Meng Yen Shih,et al.  Mitigating the impact of distributed generation and fault current limiter on directional overcurrent relay coordination by adaptive protection scheme , 2019, 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe).

[3]  Mohamed E. El-Hawary,et al.  Optimal Coordination of Double Primary Directional Overcurrent Relays Using a New Combinational BBO/DE Algorithm , 2019, Canadian Journal of Electrical and Computer Engineering.

[4]  Olivier Grunder,et al.  Energy Management in Electrical Smart Grid Environment Using Robust Optimization Algorithm , 2018, IEEE Transactions on Industry Applications.

[5]  Walid El-Khattam,et al.  Resolving the impact of distributed renewable generation on directional overcurrent relay coordination: a case study , 2009 .

[6]  P. N. Suganthan,et al.  Differential Evolution: A Survey of the State-of-the-Art , 2011, IEEE Transactions on Evolutionary Computation.

[7]  H. Karami,et al.  Comprehensive coordination of combined directional overcurrent and distance relays considering miscoordination reduction , 2017 .

[8]  Reza Mohammadi Chabanloo,et al.  Comprehensive coordination of radial distribution network protection in the presence of synchronous distributed generation using fault current limiter , 2018 .

[9]  Reza Mohammadi Chabanloo,et al.  Reducing the scenarios of network topology changes for adaptive coordination of overcurrent relays using hybrid GA–LP , 2018, IET Generation, Transmission & Distribution.

[10]  M. M. Eissa,et al.  Protection techniques with renewable resources and smart grids—A survey , 2015 .

[11]  Sukumar Brahma,et al.  Development of adaptive protection scheme for distribution systems with high penetration of distributed generation , 2004 .

[12]  Farrokh Aminifar,et al.  Impact of inverter-based DERs integration on protection, control, operation, and planning of electrical distribution grids , 2019, The Electricity Journal.

[13]  Jinfu Chen,et al.  Penetration level optimization for DG considering reliable action of relay protection device constrains , 2009, 2009 International Conference on Sustainable Power Generation and Supply.

[14]  Nikos Hatziargyriou,et al.  Hardware-in-the-loop design and optimal setting of adaptive protection schemes for distribution systems with distributed generation , 2017, 2017 IEEE Power & Energy Society General Meeting.

[15]  Graeme Burt,et al.  Evaluating the Impact of Superconducting Fault Current Limiters on Distribution Network Protection Schemes , 2011 .

[16]  A. Yokoyama,et al.  Prevention of Reliability Degradation from Recloser–Fuse Miscoordination Due To Distributed Generation , 2008, IEEE Transactions on Power Delivery.

[17]  Ram Krishan,et al.  Optimal coordination of overcurrent relays using gravitational search algorithm with DG penetration , 2014, 2014 6th IEEE Power India International Conference (PIICON).

[18]  Kazem Mazlumi,et al.  Application of μPMUs for adaptive protection of overcurrent relays in microgrids , 2018, IET Generation, Transmission & Distribution.

[19]  Mahesh S. Illindala,et al.  The Influence of Inverter-Based DGs and Their Controllers on Distribution Network Protection , 2014 .

[20]  Reza Mohammadi Chabanloo,et al.  An accurate method for overcurrent–distance relays coordination in the presence of transient states of fault currents , 2018 .

[21]  Mansour Ojaghi,et al.  Use of Clustering to Reduce the Number of Different Setting Groups for Adaptive Coordination of Overcurrent Relays , 2018, IEEE Transactions on Power Delivery.

[23]  Reza R. Adhami,et al.  An Overcurrent Protection Relay Based on Local Measurements , 2015 .

[24]  Mahamad Nabab Alam,et al.  Adaptive Protection Coordination Scheme Using Numerical Directional Overcurrent Relays , 2019, IEEE Transactions on Industrial Informatics.

[25]  Stefania Conti,et al.  Analysis of distribution network protection issues in presence of dispersed generation , 2009 .

[26]  Daryoush Nazarpour,et al.  Optimal coordination of dual‐setting directional over‐current relays in multi‐source meshed active distribution networks considering transient stability , 2018, IET Generation, Transmission & Distribution.

[27]  Hui Wan,et al.  An Adaptive Multiagent Approach to Protection Relay Coordination With Distributed Generators in Industrial Power Distribution System , 2005, IEEE Transactions on Industry Applications.

[28]  Mahamad Nabab Alam,et al.  A comparative study of metaheuristic optimization approaches for directional overcurrent relays coordination , 2015 .

[29]  Ramesh C. Bansal,et al.  Renewable distributed generation: The hidden challenges – A review from the protection perspective , 2016 .

[30]  Mohamed Elsamahy,et al.  Use of superconducting fault current limiters for mitigation of distributed generation influences in radial distribution network fuse–recloser protection systems , 2017 .

[31]  Cheng-Ting Hsu,et al.  Adaptive Relay Setting for Distribution Systems Considering Operation Scenarios of Wind Generators , 2014, IEEE Transactions on Industry Applications.

[32]  Ricardo Caneloi dos Santos,et al.  Method for identification of grid operating conditions for adaptive overcurrent protection during intentional islanding operation , 2019 .

[33]  Karen L. Butler-Purry,et al.  An approach to mitigate the impact of distributed generation on the Overcurrent Protection scheme for radial feeders , 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

[34]  Hatem H. Zeineldin,et al.  Transient Stability Constrained Protection Coordination for Distribution Systems With DG , 2018, IEEE Transactions on Smart Grid.

[35]  Mojtaba Khederzadeh,et al.  A novel approach to increase FCL application in preservation of over-current relays coordination in presence of asynchronous DGs , 2013 .

[36]  Dipti Srinivasan,et al.  Adaptive directional overcurrent relaying scheme for meshed distribution networks , 2018 .

[37]  Bahador Fani,et al.  Adaptive protection coordination scheme against the staircase fault current waveforms in PV‐dominated distribution systems , 2018 .

[38]  Azah Mohamed,et al.  Impact of Distributed Generations on Power System Protection Performance , 2011 .

[39]  Almoataz Y. Abdelaziz,et al.  Protection Coordination for Distribution Systems in Presence of Distributed Generators , 2013 .

[40]  A. Elmitwally,et al.  Optimal allocation of fault current limiters for sustaining overcurrent relays coordination in a power system with distributed generation , 2015 .

[41]  Ponnuthurai N. Suganthan,et al.  Recent advances in differential evolution - An updated survey , 2016, Swarm Evol. Comput..

[42]  Martín Gómez Ravetti,et al.  Minimizing undesirable load shedding through robust coordination of directional overcurrent relays , 2019 .

[43]  Javier Contreras,et al.  Reliability Assessment of Microgrids With Local and Mobile Generation, Time-Dependent Profiles, and Intraday Reconfiguration , 2018, IEEE Transactions on Industry Applications.

[44]  Jing Ma,et al.  A novel adaptive current protection scheme for distribution systems with distributed generation , 2012 .

[45]  Bogdan Filipic,et al.  DEMO: Differential Evolution for Multiobjective Optimization , 2005, EMO.

[46]  Srdjan M. Lukic,et al.  Dynamic Adaptive Protection for Distribution Systems in Grid-Connected and Islanded Modes , 2019, IEEE Transactions on Power Delivery.

[47]  Michael Negnevitsky,et al.  Optimum Resistive Type Fault Current Limiter: An Efficient Solution to Achieve Maximum Fault Ride-Through Capability of Fixed-Speed Wind Turbines During Symmetrical and Asymmetrical Grid Faults , 2017 .

[48]  Xiaodong Liang Emerging Power Quality Challenges Due to Integration of Renewable Energy Sources , 2017 .

[49]  Ukwueze Vitalis Chinedu,et al.  A Frame Work for Over Current Relay Protection Optimization , 2015 .

[50]  T.S. Sidhu,et al.  Restoration of Directional Overcurrent Relay Coordination in Distributed Generation Systems Utilizing Fault Current Limiter , 2008, IEEE Transactions on Power Delivery.

[51]  Mohamed E. El-Hawary,et al.  The Smart Grid—State-of-the-art and future trends , 2014, 2016 Eighteenth International Middle East Power Systems Conference (MEPCON).

[52]  Taufik Abrão,et al.  Coordination of distance and directional overcurrent relays using an extended continuous domain ACO algorithm and an hybrid ACO algorithm , 2019, Electric Power Systems Research.