Title :
A multi-objective optimization approach for coordinating available transfer capability with risk control
Author :
Yuchun Huang ; Fushuan Wen ; Ledwich, Gerard ; Yusheng Xue ; Jinyong Lei
Author_Institution :
Sch. of Electr. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
In the electricity market environment, coordination of system reliability and economics of a power system is of great significance in determining the available transfer capability (ATC). In addition, the risks associated with uncertainties should be properly addressed in the ATC determination process for risk-benefit maximization. Against this background, it is necessary that the ATC be optimally allocated and utilized within relative security constraints. First of all, the non-sequential Monte Carlo stimulation is employed to derive the probability density distribution of ATC of designated areas incorporating uncertainty factors. Second, on the basis of that, a multi-objective optimization model is formulated to determine the multi-area ATC so as to maximize the risk-benefits. Then, the solution to the developed model is achieved by the fast non-dominated sorting (NSGA-II) algorithm, which could decrease the risk caused by uncertainties while coordinating the ATCs of different areas. Finally, the IEEE 118-bus test system is served for demonstrating the essential features of the developed model and employed algorithm.
Keywords :
Monte Carlo methods; genetic algorithms; power markets; power system economics; power system reliability; power system security; risk analysis; ATC determination process; IEEE 118-bus test system; NSGA-II; available transfer capability coordination; electricity market; multiobjective optimization approach; nondominated sorting genetic algorithm; nonsequential Monte Carlo stimulation; power system economics; power system reliability coordination; probability density distribution; risk benefit maximization; risk control; security constraint; uncertainty factor; available transfer capability (ATC); fast nondominated sorting (NSGA-II); multi-objective; risk-benefit;
Conference_Titel :
IPEC, 2012 Conference on Power & Energy
Conference_Location :
Ho Chi Minh City
DOI :
10.1109/ASSCC.2012.6523299