A Novel Approach to Overcome the Limitations of Reliability Centered Maintenance Implementation on the Smart Grid Distance Protection System

This brief proposes a novel approach to apply reliability centered maintenance (RCM) on a distance protection system in a smart grid. In the proposed approach, instead of focusing on individual equipment, the RCM is implemented for the whole protection system. The approach helps to calculate the reliability of protection systems by overcoming the limitation of their hidden function and also considering the effect of all system equipment on reliability. Markov process and improved Jaya algorithm (IJA) are used to calculate the reliability and find the optimal maintenance plan. The proposed approach has been applied to real data of smart grid distance protection systems, which results in a higher level of reliability and less cost. Furthermore, in order to validate the suggested technique and its efficiency, the simulation is carried out using a real-time digital simulators and hardware-in-the-loop testing equipment known as opal-RT technology.

[1]  Frede Blaabjerg,et al.  Shipboard Microgrids: A Novel Approach to Load Frequency Control , 2018, IEEE Transactions on Sustainable Energy.

[2]  Yangming Guo,et al.  Stochastic Analysis and Optimal Design of Majority Systems , 2019, IEEE Transactions on Circuits and Systems II: Express Briefs.

[3]  Jianbin Qiu,et al.  A Novel Approach to Reliable Control of Piecewise Affine Systems With Actuator Faults , 2017, IEEE Transactions on Circuits and Systems II: Express Briefs.

[4]  Frede Blaabjerg,et al.  Load Frequency Control in Microgrids Based on a Stochastic Noninteger Controller , 2018, IEEE Transactions on Sustainable Energy.

[5]  Mahmud Fotuhi-Firuzabad,et al.  Application of Game Theory in Reliability-Centered Maintenance of Electric Power Systems , 2017, IEEE Transactions on Industry Applications.

[6]  Hamid Lesani,et al.  Electricity Distribution System Maintenance Budgeting: A Reliability-Centered Approach , 2018, IEEE Transactions on Power Delivery.

[7]  Mohammad-Hassan Khooban,et al.  Secondary Load Frequency Control of Time-Delay Stand-Alone Microgrids With Electric Vehicles , 2018, IEEE Transactions on Industrial Electronics.

[8]  Tomislav Dragicevic,et al.  Robust and Fast Voltage-Source-Converter (VSC) Control for Naval Shipboard Microgrids , 2019, IEEE Transactions on Power Electronics.

[9]  Shahrul Kamaruddin,et al.  An overview of time-based and condition-based maintenance in industrial application , 2012, Comput. Ind. Eng..

[10]  D. R. Doan Prioritizing Circuit Breaker and Protective Relay Maintenance Using an Arc Flash Hazard Assessment , 2013, IEEE Transactions on Industry Applications.

[11]  Jan Dimon Bendtsen,et al.  EKF-Based Predictive Stabilization of Shipboard DC Microgrids With Uncertain Time-Varying Load , 2019, IEEE Journal of Emerging and Selected Topics in Power Electronics.

[12]  Jianbin Qiu,et al.  Reliable Output Feedback Control for Piecewise Affine Systems With Markov-Type Sensor Failure , 2018, IEEE Transactions on Circuits and Systems II: Express Briefs.

[13]  M. Fotuhi-Firuzabad,et al.  Reliability Assessment of Protective Relays in Harmonic-Polluted Power Systems , 2017, IEEE Transactions on Power Delivery.