Adaptive soft sensor model using online support vector regression with time variable and discussion of appropriate hyperparameter settings and window size.
Hiromasa KanekoKimito FunatsuPublished in: Comput. Chem. Eng. (2013)
Keyphrases
- support vector regression
- hybrid model
- soft sensor
- window size
- experimental data
- feature extraction
- response surface methodology
- neural network
- nonlinear regression
- forecasting model
- gaussian process
- regression model
- computational intelligence
- control system
- artificial neural networks
- training data
- learning algorithm