DocumentCode :
2450013
Title :
Decision-making analysis of multi-objective optimal operation of power system
Author :
Shi, Libao ; Yan, Zhang
Author_Institution :
Electr. Eng. Dept., Shanghai Jiao Tong Univ., China
Volume :
2
fYear :
2002
fDate :
2002
Firstpage :
804
Abstract :
Multi-objective optimal operation is an integral part of studying a power system. In this paper, a more practical and all-round multi-objective optimal model is developed. In objectives, some factors such as environment pollution and steady-state security regions are further considered as well as general objectives, including cost of generation with valve point loading and transmission losses. An "ideal point" method is applied to make the multi-objective problem a single objective, and an adjusting strategy and concept of optimal regulatory factory implemented to coordinate two kinds of control variables existing in the model are proposed. Finally, the single-objective model is solved via a novel evolutionary computation method developed by the author himself. The decision-making analysis process is tested on IEEE 30-bus experimental system. On the one hand, we can get the satisfactory solution which the decision maker of power systems wants to obtain. On the other hand, we can as yet get different solutions which show the preferred degree of decision to a certain objective. Numerical results demonstrate the effectiveness and validity.
Keywords :
decision making; nonlinear programming; power systems; IEEE 30-bus system; control variables; decision-making analysis; environment pollution; evolutionary computation method; generation cost; ideal point method; multi-objective optimal operation; multi-objective programming; nonlinear programming; optimal regulatory factory; power system; steady-state security regions; transmission losses; valve point loading; Costs; Decision making; Pollution; Power system analysis computing; Power system modeling; Power system security; Production facilities; Propagation losses; Steady-state; Valves;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power System Technology, 2002. Proceedings. PowerCon 2002. International Conference on
Print_ISBN :
0-7803-7459-2
Type :
conf
DOI :
10.1109/ICPST.2002.1047510
Filename :
1047510
Link To Document :
بازگشت