Title :
Multi-objective optimization of ATCTr considering optimum placement and weather conditions in distribution systems
Author :
Shigenobu, Ryuto ; Yona, Atsushi ; Senjyu, Tomonobu
Abstract :
Distributed Generators (DGs) using Renewable Energy Sources (RESs) have a huge economical and environmental potential. However, high penetration of DGs in distribution systems cause voltage deviations beyond the statutory range, and can cause reverse power flow toward the substation transformer. It is essential to control and maintain the distribution voltage within proper range to ensure both a stable power supply and good power quality. To accomplish this, an auto-tap-changer pole transformer (ATCTr) is introduced to solve this problem. However, the ATCTr is more expensive than ordinary pole transformers. Minimizing the voltage deviation as well as minimizing the introduction cost of an ATCTr have a trade-off relationship. Accordingly, this paper presents the application of multi-objective optimization methods in order to minimize the voltage deviation while simultaneously minimizing the number of introduced ATCTrs and finding an optimum placement of the ATCTrs to attain optimum operation of the distribution system.
Keywords :
distributed power generation; load flow; optimisation; power distribution economics; renewable energy sources; transformers; voltage control; voltage distribution; ATCTr cost; auto-tap-changer pole transformer; distributed generators; distribution systems; multiobjective optimization; optimum placement; power quality; renewable energy sources; reverse power flow; stable power supply; weather conditions; Generators; Meteorology; Optimization; Sociology; Sorting; Statistics; Voltage control; ATCTr; Distribution system; Multi-Objective Optimization; NSGA-II; Optimal placement; trade-off;
Conference_Titel :
Power Electronics and ECCE Asia (ICPE-ECCE Asia), 2015 9th International Conference on
Conference_Location :
Seoul
DOI :
10.1109/ICPE.2015.7168087