Deep Neural Network Trained to Mimic Nonlinear Economic Model Predictive Control: an Application to a Pendulum Wave Energy Converter.
Edoardo PastaFabio CarapelleseGiuliana MattiazzoPublished in: CCTA (2021)
Keyphrases
- model predictive control
- neural network
- control system
- auto associative
- predictive control
- multilayer perceptron
- multi layer perceptron
- control method
- mpc algorithm
- elman network
- training process
- artificial neural networks
- fuzzy logic
- back propagation
- data conversion
- control scheme
- neural network model
- energy consumption
- dc dc converter
- bp neural network
- transfer function
- control algorithm
- control strategy
- recurrent neural networks
- training set
- feedforward neural networks
- closed loop
- fault diagnosis
- hidden layer
- backpropagation algorithm
- feed forward
- svm classifier
- wave equation
- support vector machine