TY - GEN
T1 - Optimal placement and sizing of distributed generation in distribution power system based on multi-objective harmony search algorithm
AU - Liu, Yuan
AU - Li, Yunhua
AU - Liu, Ke Yan
AU - Sheng, Wanxing
PY - 2013
Y1 - 2013
N2 - This study deals with the optimal placement and sizing issue in distribution power system with distributed generation (DG). This issue is a sophisticated multi-objective optimization problem with constraints of investment and power system operation demands. In this paper, minimum power loss, minimum voltage deviation and maximal voltage stability margin are taken into account for the optimization of DG planning. To solve the comprehensive multi-objective optimization problem, a meta-heuristic searching algorithm harmony search (HS) is improved with the fast non-dominated sorting approach, which forms the novel intelligent optimization algorithm called multi-objective harmony search (MOHS). Simulation on IEEE 33-bus test system and comparisons with some other multi-objective evolutionary algorithms yield promising results for optimal placement and sizing of DG based on MOHS.
AB - This study deals with the optimal placement and sizing issue in distribution power system with distributed generation (DG). This issue is a sophisticated multi-objective optimization problem with constraints of investment and power system operation demands. In this paper, minimum power loss, minimum voltage deviation and maximal voltage stability margin are taken into account for the optimization of DG planning. To solve the comprehensive multi-objective optimization problem, a meta-heuristic searching algorithm harmony search (HS) is improved with the fast non-dominated sorting approach, which forms the novel intelligent optimization algorithm called multi-objective harmony search (MOHS). Simulation on IEEE 33-bus test system and comparisons with some other multi-objective evolutionary algorithms yield promising results for optimal placement and sizing of DG based on MOHS.
UR - https://www.scopus.com/pages/publications/84898019965
U2 - 10.1109/RAM.2013.6758578
DO - 10.1109/RAM.2013.6758578
M3 - 会议稿件
AN - SCOPUS:84898019965
SN - 9781479911998
T3 - IEEE Conference on Robotics, Automation and Mechatronics, RAM - Proceedings
SP - 168
EP - 173
BT - Proceedings of the 2013 6th IEEE Conference on Robotics, Automation and Mechatronics, RAM 2013
PB - IEEE Computer Society
T2 - 2013 6th IEEE Conference on Robotics, Automation and Mechatronics, RAM 2013
Y2 - 12 November 2013 through 15 November 2013
ER -