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
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;
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
DOI :
10.1109/ICNC.2007.703