• DocumentCode
    3362690
  • Title

    A Power Load Forecasting Method Based on Matching Coefficient of Meteorological Factors and Similar Load Modification

  • Author

    Zheng, Gang ; Chen, Sili ; Fan, Shicai

  • Author_Institution
    R&D Center, Dongfang Electr. Corp. R&D Center, Chengdu, China
  • Volume
    1
  • fYear
    2012
  • fDate
    26-27 Aug. 2012
  • Firstpage
    216
  • Lastpage
    219
  • Abstract
    It is of great significance to enhance the precision of power load forecasting for the security and stability of power system. According to the power load characteristics of both regularity and randomness, a novel load forecasting method based on the integration of similar load and recent historical load is proposed. In terms of similar load, this algorithm, firstly, utilizes matching coefficient of meteorological factors to quantify the similarity, then uses membership of day-type for the modification of similarity. After the process of filtering, the input sequence is made up of the combination of modified similar load and recent historical load. The results of simulation indicate that, compared with these forecasting algorithms merely based on similar load or on recent historical load, both mean relative error and mean square deviation of the algorithm presented in this paper are smaller and the precision of load prediction is higher.
  • Keywords
    filtering theory; load forecasting; power system security; power system stability; filtering process; mean relative error; mean square deviation; meteorological factor matching coefficient; power load characteristics; power load forecasting method; power system security; power system stability; similar load modification; Automation; Forecasting; Load forecasting; Load modeling; Meteorological factors; Prediction algorithms; Predictive models; 1); GM(1; Load forecasting; Matching coefficient of meteorological factors; Similar load; Similarity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Human-Machine Systems and Cybernetics (IHMSC), 2012 4th International Conference on
  • Conference_Location
    Nanchang, Jiangxi
  • Print_ISBN
    978-1-4673-1902-7
  • Type

    conf

  • DOI
    10.1109/IHMSC.2012.61
  • Filename
    6305665