DocumentCode
508102
Title
The Optimization Model Based on Support Vector Machine for the Energy-Conserving Generation Dispatch
Author
Yan-bin, Cui
Author_Institution
Dept. of Mech. Eng., North China Electr. Power Univ., Baoding, China
Volume
1
fYear
2009
fDate
14-16 Aug. 2009
Firstpage
569
Lastpage
573
Abstract
According to the situation of generation units operating, we establish the index system of energy-conserving generation dispatch and the optimization model based on support vector machine (SVM) .Then we make experiment by the real data of southern Hebei grid, and the result show that SVM can be realized easily and has high accuracy. The model is feasible and effective, and this method can improve the evaluation precision and has good spread ability.
Keywords
energy conservation; optimisation; support vector machines; energy-conserving generation dispatch; optimization model; southern Hebei grid; support vector machine; Computational modeling; Energy conservation; Equations; Mechanical engineering; Power engineering computing; Power generation; Risk management; Rough sets; Set theory; Support vector machines; Energy conservation and consumption reduction; energy-conserving generation dispatch; rough set theory; support vector machine;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2009. ICNC '09. Fifth International Conference on
Conference_Location
Tianjin
Print_ISBN
978-0-7695-3736-8
Type
conf
DOI
10.1109/ICNC.2009.429
Filename
5365454
Link To Document