• DocumentCode
    3127672
  • Title

    Knowledging on Tamil Nadu electricity board (TNEB) and electricity load demand forecasting by Gaussian processes using real time data

  • Author

    Usha, T.M. ; Appavu, Subramanian

  • Author_Institution
    Inf. & Commun. Eng., Anna Univ., Chennai, India
  • fYear
    2013
  • fDate
    4-6 July 2013
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    In today´s culture, electricity is a vital part of functioning as a society. No Power is Costlier than No Power. So electricity becomes the indispensable one to us. And in the smart grid environment, the electricity consumers will act in response to electricity demand. But the construction of large generating plants like Thermal, Nuclear, Atomic and Wind Power Station and Plants takes many years. The Government is determining the demand of electricity well in advance. So, demand is to be forecasted for smooth running of all works in society. This paper presents a state-of-the-art survey of Tamil Nadu Electricity Board Dataset structure and Electricity Load Demand of Madurai Metro, Madurai EDC, Theni, Dindugal, Ramnad and Sivagangai Circles of Madurai Region in Tamil Nadu Electricity Board (TNEB) are forecasted by Gaussian Process and WEKA Data Mining Tool using real time data.
  • Keywords
    Gaussian processes; data mining; load forecasting; power engineering computing; smart power grids; Dindugal; Gaussian processes; Madurai EDC; Madurai Region; Madurai metro; Ramnad; Sivagangai circles; Tamil Nadu electricity board; Theni; WEKA data mining tool; atomic power station; electricity consumers; electricity demand; electricity load demand forecasting; nuclear power station; smart grid environment; thermal power station; wind power station; Electricity; Forecasting; Gaussian distribution; Gaussian processes; Government; Predictive models; Smart grids; Electricity Load Demand Forecasting; Gaussian Process; Tamil Nadu Electricity Board (TNEB); WEKA;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing, Communications and Networking Technologies (ICCCNT),2013 Fourth International Conference on
  • Conference_Location
    Tiruchengode
  • Print_ISBN
    978-1-4799-3925-1
  • Type

    conf

  • DOI
    10.1109/ICCCNT.2013.6726803
  • Filename
    6726803