• DocumentCode
    3475978
  • Title

    A SVM method based on active area vector

  • Author

    Shuju, Hu ; Jianlin, Li ; Honghua, Xu

  • Author_Institution
    Inst. of Electr. Eng., Chinese Acad. of Sci., Beijing
  • fYear
    2008
  • fDate
    6-9 April 2008
  • Firstpage
    2564
  • Lastpage
    2568
  • Abstract
    A modulation analysis method based on active area vector (AAV) is introduced via analyzing the switch pulses characteristic, and a novel pulse generation method of SVM is presented by applying the AAV in SVM. The corresponding relationship between AAV and switch pulses is built, and the equivalent transformation relation of different AAVs is derived, which has the same modulation effect with conventional SVM, however, the new method will simplify the modulation process, solve the problem of computation complexity for conventional SVM, and provide theoretical support to improve the characteristic of SVM or develop other new modulation method. AAV based SVM can be realized by digital signal processing chips easily, have advantages such as simple control, reliable performance and good transplantation. The validity of the proposed method is verified by simulation and experiment results, the SVM based on AAV can greatly simplify the modulation process, decrease the computation complexity, and create conditions to enhance inverter bandwidth, reduce sampling cycle, and improve the quality of the output waveform.
  • Keywords
    invertors; switching convertors; SVM method; active area vector; computation complexity; digital signal processing chips; inverter bandwidth; modulation analysis method; pulse generation method; switching pulses characteristics; Bandwidth; Character generation; Computational modeling; Digital signal processing chips; Inverters; Pulse generation; Pulse modulation; Sampling methods; Support vector machines; Switches; active area vector (AAV); equivalent transformation SVM; switch pulses; three-phase inverter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electric Utility Deregulation and Restructuring and Power Technologies, 2008. DRPT 2008. Third International Conference on
  • Conference_Location
    Nanjuing
  • Print_ISBN
    978-7-900714-13-8
  • Electronic_ISBN
    978-7-900714-13-8
  • Type

    conf

  • DOI
    10.1109/DRPT.2008.4523843
  • Filename
    4523843