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
- Download:
- IMEKO-WC-2000-TC4-P164.pdf
- DOI:
- -
- Event details
- 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