• DocumentCode
    706305
  • Title

    EMD algorithm based on bandwidth and the applicationon one economic data analysis

  • Author

    Xie Qiwei ; Xuan Bo ; Li Jianping ; Xu Weixuan ; Han Hua

  • Author_Institution
    Sch. of Manage., Univ. of Sci. & Technol. of China, Hefei, China
  • fYear
    2007
  • fDate
    3-7 Sept. 2007
  • Firstpage
    2419
  • Lastpage
    2423
  • Abstract
    This paper proposes a key point to improve the empirical mode decomposition algorithm. Recent works have demonstrated that EMD has remarkable effect in many applications, but EMD also has many problems. By analyzing the simulated and actual signals, it is confirmed that the IMFs get by the bandwidth criterion can approach the real components and reflect the intrinsic information of the analyzed signal. The paper not only updates the bandwidth criterion of the empirical mode decomposition algorithm, but also uses it on one data of the electric consumption data to extract some periodic rules. Based on the decomposition result, we obtain three conclusions which can instruct electricity production.
  • Keywords
    data analysis; power consumption; power engineering computing; power system economics; EMD algorithm; IMF; bandwidth criterion; economic data analysis; electric consumption data; empirical mode decomposition algorithm; intrinsic mode functions; periodic rule extraction; Algorithm design and analysis; Bandwidth; Economics; Europe; Market research; Signal processing; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2007 15th European
  • Conference_Location
    Poznan
  • Print_ISBN
    978-839-2134-04-6
  • Type

    conf

  • Filename
    7099242