Deep learning with long short-term memory neural networks combining wavelet transform and principal component analysis for daily urban water demand forecasting.
Baigang DuQiliang ZhouJun GuoShunsheng GuoLei WangPublished in: Expert Syst. Appl. (2021)
Keyphrases
- deep learning
- demand forecasting
- wavelet transform
- neural network
- principal component analysis
- water resources
- recurrent neural networks
- historical data
- unsupervised learning
- feature extraction
- dimensionality reduction
- supply chain
- machine learning
- pattern recognition
- multiscale
- genetic algorithm
- forecasting accuracy
- neural network model
- mental models
- fault diagnosis
- back propagation
- water quality
- fuzzy logic
- artificial neural networks
- data sets