Title :
Discrete artificial bee colony algorithm for solving network reconfiguration problem
Author :
Aman, M.M. ; Jasmon, G.B. ; Bakar, A.H.A. ; Naidu, K. ; Mokhlis, H.
Author_Institution :
UM Power Energy Dedicated Adv. Centre (UMPEDAC), Univ. of Malaya, Kuala Lumpur, Malaysia
Abstract :
Network Reconfiguration is one of the key tools in planning and operation of medium voltage distribution system. Network reconfiguration problem differs from other power system problems (including optimum DG placement or shunt capacitor bank placement in radial distribution system). In network reconfiguration problem, tie switches represent the integer numbers thus the continuous optimization techniques cannot lead to the global fitness solution. The rounding-off the mutated particles positions using the above continuous techniques may also result in slow convergence. This paper proposes DABC algorithm to find the optimum tie switches position. The proposed algorithm will be applied on 16-bus, 33-bus and 69-bus distribution test systems and the results will be compared with existing method.
Keywords :
busbars; optimisation; power distribution planning; DABC algorithm; continuous optimization technique; discrete artificial bee colony algorithm; medium voltage distribution system operation; medium voltage distribution system planning; mutated particle position rounding-off; network reconfiguration problem solving; Discrete Artificial Bee Colony (DABC); Network reconfiguration; Power losses;
Conference_Titel :
Clean Energy and Technology (CEAT) 2014, 3rd IET International Conference on
Print_ISBN :
978-1-78561-069-1
DOI :
10.1049/cp.2014.1473