DocumentCode
2203703
Title
Application of AHP/ANP to unit commitment in the deregulated power industry
Author
Momoh, J.A. ; Zhu, J.Z.
Author_Institution
Dept. of Electr. Eng., Howard Univ., Washington, DC, USA
Volume
1
fYear
1998
fDate
11-14 Oct 1998
Firstpage
817
Abstract
This paper proposes an application of the analytic hierarchy process (AHP) and analytic network process (ANP) for enhancing the selection of generating power units for appropriate price allocation in a competitive power environment. The scheme addresses adequate ranking, prioritizing and scheduling of units before optimizing the pricing of generation units to meet a given demand. In the deregulated environment the classical optimization techniques will be insufficient for the above-mentioned purpose. Hence by incorporating the interaction of factors such as load demand, generating cost curve, bid/sale price, unit up/down cost, and the relative importance of different generation units, the scheme can be implemented to address the technical and nontechnical constraints in unit commitment problems. This information is easily augmented with the optimization scheme for an effective optimal decision. The scheme proposed is tested using the IEEE 39-bus test system.
Keywords
costing; decision theory; electricity supply industry; optimisation; power generation scheduling; power system economics; AHP; ANP; IEEE 39-bus test system; analytic hierarchy process; analytic network process; bid/sale price; deregulated power industry; generating cost curve; generating power unit selection; load demand; optimization techniques; price allocation; prioritizing; ranking; scheduling; unit commitment; unit up/down cost; Costs; DC generators; Intelligent networks; Job shop scheduling; Load flow; Optimization methods; Power generation; Power industry; Pricing; System testing;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
ISSN
1062-922X
Print_ISBN
0-7803-4778-1
Type
conf
DOI
10.1109/ICSMC.1998.725515
Filename
725515
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