Title :
Network reconfiguration and restoration in distribution systems through oppostion based differential evolution algorithm and PGSA
Author :
Kumar, R. Manoj ; Thanushkodi, K.
Author_Institution :
Anna Univ., Chennai, India
Abstract :
Electrical power distribution systems are usually arranged to be radial in operation to simplify over-current protection. Distribution system reconfiguration helps to operate the system at minimum cost and at the same time improves the system reliability and security. Under normal operating conditions, optimization of network configuration is the process of changing the topology of distribution system by altering the open/closed status of switches to find a radial operating structure that minimizes the system real power loss while satisfying operating constraints. In this paper, a combination of Opposition based Differential Evolution Algorithm (ODE) and Plant Growth Simulation Algorithm (PGSA) has been introduced to solve the optimization problem. The optimization approach based on PGSA provides a detailed description on switch states and ODE improves the efficiency of optimization by reducing the number of load flow executions. The effectiveness of the proposed approach is demonstrated by employing the feeder switching operation scheme to IEEE-33 bus and 83-bus Taiwan Power Distribution systems. The proposed algorithm reduces the transmission loss while satisfying the line loading and bus voltage limit constraints and also provides solution under faulted conditions of the system.
Keywords :
evolutionary computation; load flow; optimisation; overcurrent protection; power distribution reliability; power system restoration; 83-bus Taiwan Power Distribution systems; IEEE-33 bus; PGSA; bus voltage limit constraints; distribution system reconfiguration; electrical power distribution systems; faulted conditions; feeder switching operation scheme; line loading; load flow executions; network reconfiguration; network restoration; normal operating conditions; operating constraints; opposition based differential evolution algorithm; optimization problem; over-current protection; plant growth simulation algorithm; radial operating structure; real power loss; switch states; system reliability; system security; transmission loss; Differential evolution; Distribution network reconfiguration; Loss reduction; PGSA; Restoration; switching operation;
Conference_Titel :
Current Trends in Engineering and Technology (ICCTET), 2013 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-2583-4
DOI :
10.1109/ICCTET.2013.6675967