Title :
Optimal network reconfiguration of electrical distribution systems using real coded quantum inspired evolutionary algorithm
Author :
Radha, Bhoomesh ; Rughooputh, Harry C S
Author_Institution :
Electr. & Electron. Eng. Dept., Univ. of Mauritius, Reduit, Mauritius
Abstract :
Network reconfiguration is an important tool to optimize the operating conditions of an electrical distribution system. This is accomplished modifying the network structure of distribution feeders by changing the open/close status of sectionalizing switches. This not only reduces the power losses, but also relieves the overloading of the network components. Network reconfiguration belongs to a complex family of problems because of their combinatorial nature and multiple constraints. This paper proposes a solution to this problem, using a Real Coded Quantum Inspired Evolutionary Algorithm (RCQIEA), with a novel codification. In this paper, RCQIEA is tested and compared to an Exhaustive Algorithm (EA), a Heuristic algorithm (HA) and a Genetic Algorithm (GA) on three test systems. Simulation results show that RCQIEA performs better than EA, HA and GA in terms of speed and accuracy. RCQIEA is a highly scalable algorithm as well.
Keywords :
distribution networks; genetic algorithms; RCQIEA; distribution feeders; electrical distribution systems; exhaustive algorithm; genetic algorithm; heuristic algorithm; loss reduction; network reconfiguration; real coded quantum inspired evolutionary algorithm; sectionalizing switches; Automation; Computer networks; Constraint optimization; Evolutionary computation; Genetic algorithms; Heuristic algorithms; Large-scale systems; Quantum computing; Switches; System testing; distribution network reconfiguration; exhaustive algorithm; genetic algorithm; heuristic algorithm; loss reduction; network representation; quantum inspired evolutionary algorithms;
Conference_Titel :
Networking, Sensing and Control (ICNSC), 2010 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-6450-0
DOI :
10.1109/ICNSC.2010.5461550