Title :
Self-healing restoration of a distribution system using hybrid Fuzzy Control/Ant-Colony Optimization Algorithm
Author :
Abd El-Hamed, Mohamed Zaki ; El-Khattam, Walid ; El-Sharkawy, Rania
Author_Institution :
Arab Acad. for Sci. & Technol., Cairo, Egypt
Abstract :
The restoration process for distribution system grid needs the operation of line switching to restore as many loads as possible for the faulted area. In this paper a multi objective, multi constraint combinatorial optimization problem is formulated to solve the self-healing restoration problem. A hybrid Fuzzy Control (FC)-Ant Colony Optimization Algorithm (ACOA) is proposed using values for P, Q from a SCADA system. Two case studies without/with distributed generation are carried out to evaluate the effectiveness and speed of the proposed algorithm. The obtained results are compared with the conventional ACO to illustrate the accuracy of the proposed hybrid algorithm. Finally, conclusions are discussed.
Keywords :
SCADA systems; ant colony optimisation; combinatorial mathematics; distributed power generation; fuzzy control; power distribution control; power system restoration; FC-ACOA; SCADA system; ant-colony optimization algorithm; distributed generation; distribution system grid; hybrid fuzzy control; line switching; multiconstraint combinatorial optimization problem; multiobjective combinatorial optimization problem; self-healing restoration; Fault diagnosis; Indexes; Substations; Ant Colony Optimization Algorithm; Fuzzy Control; Power System Restoration;
Conference_Titel :
Electric Power and Energy Conversion Systems (EPECS), 2013 3rd International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4799-0687-1
DOI :
10.1109/EPECS.2013.6713058