DocumentCode :
1629467
Title :
A consumer decision-making aid for electricity purchases by possibility regression and fuzzy decision
Author :
Niimura, T. ; Nakashima, T. ; Ozawa, K.
Author_Institution :
Dept. of Electr. & Comput. Eng., British Columbia Univ., Vancouver, BC, Canada
Volume :
3
fYear :
1999
fDate :
6/21/1905 12:00:00 AM
Firstpage :
1019
Abstract :
Introduces a decision-making aid for retail consumers of electricity who now have a choice of bilateral transactions and market-based purchases under the recent deregulated environment. Direct transactions between a supplier and the consumer may become attractive in some situations because of a fixed price, while in a power exchange market, gaming and speculation by participants may push up electricity prices unacceptably. In this approach, uncertain market prices are represented by a set of fuzzy numbers containing the highest/lowest price range in a time series. The consumer´s somewhat vague preferences are also defined by a separate fuzzy set. The differences in the offered price for a bilateral contract and the market prices are compared with a preference index. The overall grade of matching the price differential and the consumer´s preference indicates the value of the offered price for the bilateral transaction. Numerical examples illustrate the procedure of this approach
Keywords :
contracts; costing; decision theory; economic cybernetics; electricity supply industry; fuzzy set theory; possibility theory; purchasing; statistical analysis; time series; bilateral contract; bilateral transactions; consumer choice; consumer decision-making aid; consumer preferences; deregulated environment; direct supplier-consumer transactions; electricity prices; electricity purchases; electricity retail consumers; fixed price; fuzzy decisions; fuzzy numbers; fuzzy set; gaming; market-based purchases; offered price; possibility regression; power exchange market; preference index; price differential; price range; speculation; time series; uncertain market prices; Contracts; Decision making; Electricity supply industry deregulation; Energy consumption; Fuzzy sets; Power generation economics; Power industry; Power markets; Power system control; Power systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
ISSN :
1062-922X
Print_ISBN :
0-7803-5731-0
Type :
conf
DOI :
10.1109/ICSMC.1999.823368
Filename :
823368
Link To Document :
بازگشت