Online local modeling and prediction of batch process trajectories using just-in-time learning and LSTM neural network.
Feifan ShenJiaqi ZhengLingjian YeNael H. El-FarraPublished in: J. Comput. Methods Sci. Eng. (2020)
Keyphrases
- neural network
- fermentation process
- learning algorithm
- online learning
- artificial neural networks
- training process
- neural nets
- prior knowledge
- learning systems
- batch learning
- learning process
- learning tasks
- real time
- online training
- dynamic bayesian networks
- learning rules
- prediction model
- incremental learning
- regression model
- prediction accuracy
- knowledge acquisition
- supervised learning
- fuzzy logic
- expert systems
- reinforcement learning