Title: Optimal coordination of electro-mechanical-based overcurrent relays using artificial bee colony algorithm
Authors: Manohar Singh; Bijaya Ketan Panigrahi; Abhijit R. Abhyankar
Addresses: Power System Division, Central Power Research Institute, Bangalore, 560080, India ' Electrical Engineering Department, Indian Institute of Technology Delhi, New Delhi, 110016, India ' Electrical Engineering Department, Indian Institute of Technology Delhi, New Delhi, 110016, India
Abstract: Setting of relay coordination in a looped power network is highly non-linear bounded, constrained optimisation problem. Complexity of problem increases as the size of system increases. Recently artificial intelligence-based optimisation techniques are applied successfully for protection application in power system. Traditionally protection relays are electro-mechanically with discrete time dial and plug setting. Optimisation of relay coordination problem considering the discrete relay parameters needs the optimisation algorithm which can handle the discrete value of decision variables. In this paper, application of artificial bee colony algorithm is extended for discrete optimal coordination of overcurrent relays. Moreover, relay coordination problem is modified to optimise the relay setting for both near and far end faults.
Keywords: electro-mechanical overcurrent relays; artificial bee colony; ABC algorithm; coordination time interval; CTI; genetic algorithms; relay coordination; looped power networks; optimisation; power systems; protection relays.
International Journal of Bio-Inspired Computation, 2013 Vol.5 No.5, pp.267 - 280
Available online: 16 Oct 2013 *Full-text access for editors Access for subscribers Purchase this article Comment on this article