DocumentCode :
2997348
Title :
A Strategy for Med-Long Term Load Forecast Based on the Fuzzy Complementary AHP
Author :
Renjun, Zhou ; Lianhong, Wen ; Xiaojie, Chu ; Min, Hu
Author_Institution :
Changsha Univ. of Sci. & Technol., Changsha
Volume :
1
fYear :
2006
fDate :
6-9 Aug. 2006
Firstpage :
586
Lastpage :
590
Abstract :
In rapidly developing areas and systems, various methods of med-long term load forecasting can lead to great different results. So not only should there be forecast calculation in system planning, but also simulation decision modules should be added in decision supporting system. A simulation strategy for load forecasting is proposed in this paper and the method of fuzzy complementary AHP is applied to making forecasting decision system. With all relevant factors that influence electric load forecasting taken into account, a multi-level and multi-factor decision-making analytic architecture is established and, by adopting the improved AHP and the knowledge-bank based on expert system, an expert or group decision-making judgment matrix with fuzzy complementary character is constructed. The fuzzy consistency is obtained through transformation and synthesis. The calculation of the characteristic vectors is simple and accurate. By adopting characteristic vectors to directly act on the decision weights, the influences of various forecasting methods are taken into account. This method for simulation decision-making in a planning decision-making support system is both practical and capable of expansion.
Keywords :
decision making; fuzzy systems; load forecasting; power system simulation; characteristic vectors; decision making analytic architecture; decision weights; fuzzy complementary AHP; knowledge bank; med long term load forecast; Control system synthesis; Decision making; Economic forecasting; Expert systems; Fuzzy systems; Hybrid intelligent systems; Load forecasting; Optimization methods; Predictive models; Wounds;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 2006. MWSCAS '06. 49th IEEE International Midwest Symposium on
Conference_Location :
San Juan
ISSN :
1548-3746
Print_ISBN :
1-4244-0172-0
Electronic_ISBN :
1548-3746
Type :
conf
DOI :
10.1109/MWSCAS.2006.382130
Filename :
4267207
Link To Document :
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