An improved simulated annealing–linear programming hybrid algorithm applied to the optimal coordination of directional overcurrent relays

Urdaneta, 1988, Optimal coordination of directional overcurrent relays in interconnected power systems, IEEE Trans. Power Deliv., 3, 903, 10.1109/61.193867 Shih, 2014, On-line coordination of directional overcurrent relays: performance evaluation among optimization algorithms, Electr. Power Syst. Res., 110, 122, 10.1016/j.epsr.2014.01.013 Thangaraj, 2010, Optimal coordination of over-current relays using modified differential evolution algorithms, Eng. Appl. Artif. Intell., 23, 820, 10.1016/j.engappai.2010.01.024 Albasri, 2015, Optimal coordination of directional overcurrent relays using biogeography-based optimization algorithms, IEEE Trans. Power Deliv., 30, 1810, 10.1109/TPWRD.2015.2406114 Costa, 2017, Robust coordination of directional overcurrent relays using a matheuristic algorithm, IET Gen. Transm. Distrib., 11, 464, 10.1049/iet-gtd.2016.1010 Yazdaninejadi, 2017, Dual-setting directional over-current relays: an optimal coordination in multiple source meshed distribution networks, Int. J. Electr. Power Energy Syst., 86, 163, 10.1016/j.ijepes.2016.10.004 Zeineldin, 2015, Optimal protection coordination for meshed distribution systems with dg using dual setting directional over-current relays, IEEE Trans. Smart Grid, 6, 115, 10.1109/TSG.2014.2357813 Chen, 2014, Adaptive overcurrent relay coordination for off-peak loading in interconnected power system, Int. J. Electr. Power Energy Syst., 63, 140, 10.1016/j.ijepes.2014.05.068 Corrêa, 2015, Online coordination of directional overcurrent relays using binary integer programming, Electr. Power Syst. Res., 127, 118, 10.1016/j.epsr.2015.05.017 Shih, 2015, Adaptive directional overcurrent relay coordination using ant colony optimisation, IET Gen. Transm. Distrib., 9, 2040, 10.1049/iet-gtd.2015.0394 Piesciorovsky, 2017, Comparison of non-real-time and real-time simulators with relays in-the-loop for adaptive overcurrent protection, Electr. Power Syst. Res., 143, 657, 10.1016/j.epsr.2016.10.049 George, 2013, Impact of distributed generation on protective relays, 2013 Int. Conf. Renew. Energy Sustain. Energy, 157, 10.1109/ICRESE.2013.6927806 2013, Optimal overcurrent relay coordination: a review, Proc. Eng., 53, 332, 10.1016/j.proeng.2013.02.043 Chen, 2013, Optimal overcurrent relay coordination in power distribution system using a new approach, Int. J. Electr. Power Energy Syst., 45, 217, 10.1016/j.ijepes.2012.08.057 Yang, 2013, Optimal coordination of overcurrent relays in distribution systems with distributed generators based on differential evolution algorithm, Int. Trans. Electr. Energy Syst., 23, 1, 10.1002/etep.635 Srivastava, 2016, Optimal over-current relay coordination with distributed generation using hybrid particle swarm optimization-gravitational search algorithm, Electr. Power Comp. Syst., 44, 506, 10.1080/15325008.2015.1117539 Ramaswami, 1990, Coordination of directional overcurrent relays in transmission systems-a subsystem approach, IEEE Trans. Power Deliv., 5, 64, 10.1109/61.107257 Urdaneta, 1996, Coordination of directional overcurrent relay timing using linear programming, IEEE Trans. Power Deliv., 11, 122, 10.1109/61.484008 Chattopadhyay, 1996, An on-line relay coordination algorithm for adaptive protection using linear programming technique, IEEE Trans. Power Deliv., 11, 165, 10.1109/61.484013 Bedekar, 2011, Optimum coordination of directional overcurrent relays using the hybrid GA-NLP approach, IEEE Trans. Power Deliv., 26, 109, 10.1109/TPWRD.2010.2080289 Papaspiliotopoulos, 2014, Optimal coordination of directional overcurrent relays for distribution systems with distributed generation based on a hybrid PSO-LP algorithm, 1 Rajput, 2015, Optimal coordination of directional overcurrent relays using hybrid CSA-FFA method, 2015 12th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON), vol. 119, 1 So, 1997, Application of genetic algorithm for overcurrent relay coordination, 6th International Conference on Developments in Power Systems Protection, vol. 1997, 66, 10.1049/cp:19970030 Sueiro, 2012, Coordination of directional overcurrent relay using evolutionary algorithm and linear programming, Int. J. Electr. Power Energy Syst., 42, 299, 10.1016/j.ijepes.2012.03.036 Zeineldin, 2006, Optimal coordination of overcurrent relays using a modified particle swarm optimization, Electr. Power Syst. Res., 76, 988, 10.1016/j.epsr.2005.12.001 Mansour, 2007, A modified particle swarm optimizer for the coordination of directional overcurrent relays, IEEE Trans. Power Deliv., 22, 1400, 10.1109/TPWRD.2007.899259 Noghabi, 2009, Considering different network topologies in optimal overcurrent relay coordination using a hybrid GA, IEEE Trans. Power Deliv., 24, 1857, 10.1109/TPWRD.2009.2029057 Moravej, 2015, Optimal coordination of directional overcurrent relays using NSGA-II, Electr. Power Syst. Res., 119, 228, 10.1016/j.epsr.2014.09.010 Dash, 2013, Adaptive differential evolution algorithm for solving non-linear coordination problem of directional overcurrent relays, IET Gen. Transm. Distrib., 7, 329, 10.1049/iet-gtd.2012.0110 Chelliah, 2014, Coordination of directional overcurrent relays using opposition based chaotic differential evolution algorithm, Int. J. Electr. Power Energy Syst., 55, 341, 10.1016/j.ijepes.2013.09.032 Yen, 2017, Enhanced differential evolution algorithm for coordination of directional overcurrent relays, Electr. Power Syst. Res., 143, 365, 10.1016/j.epsr.2016.09.011 Amraee, 2012, Coordination of directional overcurrent relays using seeker algorithm, IEEE Trans. Power Deliv., 27, 1415, 10.1109/TPWRD.2012.2190107 Darji, 2015, A tuned cuckoo search algorithm for optimal coordination of directional overcurrent relays, 2015 International Conference on Power and Advanced Control Engineering (ICPACE), no. 1, 162, 10.1109/ICPACE.2015.7274936 Khurshaid, 2019, An improved optimal solution for the directional overcurrent relays coordination using hybridized whale optimization algorithm in complex power systems, IEEE Access, 7, 90418, 10.1109/ACCESS.2019.2925822 Khurshaid, 2019, Improved firefly algorithm for the optimal coordination of directional overcurrent relays, IEEE Access, 7, 78503, 10.1109/ACCESS.2019.2922426 Labrador Rivas, 2019, Coordination of distance and directional overcurrent relays using an extended continuous domain ACO algorithm and an hybrid ACO algorithm, Electr. Power Syst. Res., 170, 259, 10.1016/j.epsr.2019.01.032 Damchi, 2018, Milp approach for optimal coordination of directional overcurrent relays in interconnected power systems, Electr. Power Syst. Res., 158, 267, 10.1016/j.epsr.2018.01.015 Srinivas, 2019, n, IEEE Trans. Power Deliv., 34, 769 IEC, 2009 Henderson, 2003, 287 Birla, 2006, Application of random search technique in directional overcurrent relay coordination, Int. J. Emerg. Electr. Power Syst., 7 Swief, 2014, Optimail strategy for Over Current relay coordination using genetic algorithm, 2014 International Conference on Engineering and Technology (ICET), 1 Yang, 2013, Optimal coordination of overcurrent relays in distribution systems with distributed generators based on differential evolution algorithm, Int. Trans. Electr. Energy Syst., 23, 1, 10.1002/etep.635 Shahidehpour, 2005, Information system for control centers, 101