DocumentCode
1585934
Title
Synthetic Evaluation for Operating Economy of Thermal Power Plant Based on SVM and Quick Sort Algorithm
Author
Sun, Wei ; Zhang, Xing
Author_Institution
North China Electr. Power Univ., Baoding
Volume
1
fYear
2007
Firstpage
670
Lastpage
673
Abstract
In view of the situation that the single index of net coal consumption rate can not evaluate the operating economy of thermal power plant in all sides, a comprehensive index system is established and a synthetic evaluation model based on support vector machine (SVM) and quick sort algorithm is presented. Then experiments are made by using the real data from thermal power plants and the sequence of them is obtained ultimately. The results show that the model proposed has simple operation and high accuracy, and comparing with BP network, SVM shows better performance in the condition of few data.
Keywords
power engineering computing; support vector machines; thermal power stations; comprehensive index system; operating economy; quick sort algorithm; support vector machine; synthetic evaluation model; thermal power plant; Air pollution; Costs; Energy management; Personnel; Power generation; Power generation economics; Power system modeling; Support vector machines; Thermal management; Thermal pollution;
fLanguage
English
Publisher
ieee
Conference_Titel
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location
Haikou
Print_ISBN
978-0-7695-2875-5
Type
conf
DOI
10.1109/ICNC.2007.703
Filename
4344275
Link To Document