Day-ahead forecasting of solar photovoltaic output power using multilayer perceptron.
R. Muhammad EhsanSishaj P. SimonP. R. VenkateswaranPublished in: Neural Comput. Appl. (2017)
Keyphrases
- multilayer perceptron
- solar energy
- wind power
- renewable energy
- maximum power point tracking
- short term
- input vector
- electricity markets
- renewable energy sources
- wind speed
- power generation
- small scale
- artificial neural networks
- neural network
- neuro fuzzy
- rbf network
- long term
- power plant
- radial basis function
- wind turbine
- back propagation
- forecasting model
- neuro fuzzy models
- probabilistic neural networks
- load forecasting
- hidden layer
- power system
- market clearing
- power grids
- backpropagation algorithm
- neural network model
- activation function
- input variables
- feedforward neural networks
- data sets
- stochastic programming
- bidding strategies
- electric power
- similarity measure
- prediction model
- image processing
- rbf neural network
- support vector regression