Electricity Market Price Forecasting: Neural Networks versus Weighted-Distance k Nearest Neighbours.
Alicia Troncoso LoraJosé Cristóbal Riquelme SantosJesús Manuel Riquelme-SantosJosé Luís Martínez RamosAntonio Gómez ExpósitoPublished in: DEXA (2002)
Keyphrases
- electricity markets
- weighted distance
- k nearest neighbour
- neural network
- knn
- multi layer perceptron
- electric power
- nearest neighbour
- distance transform
- k nearest neighbor
- market clearing
- software agents
- information gain
- bidding strategies
- pattern recognition
- power generation
- artificial neural networks
- cross correlation
- back propagation
- wind power
- support vector machine
- genetic algorithm
- multilayer perceptron
- business models
- fuzzy logic
- recurrent neural networks
- radial basis function
- short term
- training data
- case study
- computer vision
- market participants
- machine learning