Deep learning based self-adaptive modeling of multimode continuous manufacturing processes and its application to rotary drying process
Real-time prediction of future process outputs is critical for the model predictive control of
continuous manufacturing processes. It helps identify when and how to adjust the process …
continuous manufacturing processes. It helps identify when and how to adjust the process …
An Adaptive Continual Learning Method for Nonstationary Industrial Time Series Prediction
M Wu, X Zhou, S Li, H Shi - IEEE Transactions on Industrial …, 2024 - ieeexplore.ieee.org
Deep learning models have gained significant attention and application in recent years to
improve the accuracy and efficiency of industrial time series prediction. However, the …
improve the accuracy and efficiency of industrial time series prediction. However, the …