• 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