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ESTIMATION OF THE ELECTRICAL ENERGY CONSUMPTION

C. Volosencu
  • Abstract:
    This paper presents a simple example of design, modelling and simulation of a model of the electrical energy consumption based on feedforward neural networks. A database with electrical energy consummated on a year is used to train and to test the neural network. Levenberg-Marquardt method from the neural network toolbox of Matlab was used for training. Good quality criteria were obtained for a prediction for a short term with a simple neural network with only a hidden layer and a reduced number of neurones.
  • Keywords:
    measurement of electrical energy, power systems, estimation, feedforward neural networks, Levenberg-Marquardt method, Matlab
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  • DOI:
    _unreg_wc-2000.164

Event details:

  • IMEKO TC:
  • Event name:
    XVI IMEKO World Congress
  • Title:

    Measurement - Supports Science - Improves Technology - Protects Environment ... and Provides Employment - Now and in the Future

  • Place:
    Vienna, AUSTRIA
  • Time:
    25 September 2000 - 28 September 2000