Deep learning based self-adaptive modeling of multimode continuous manufacturing processes and its application to rotary drying process - Wang, Tianyu; Zheng, Ruixiang; Li, Mian; Cai, Changbing; Zhu, Siqi; Lou, Yangbing (Journal of intelligent manufacturing, 2025)
Keywords: Ablation; Adaptation; Assembly lines; Business and Management; Comparative studies; Control; Data transmission; Deep learning; Distance learning; Drying; Encoders-Decoders; Machines; Manufacturing; Manufacturing industry; Mechatronics; Neural networks; Prediction models; Predictive control; Process controls; Process variables; Processes; Production; Production lines; Recurrent neural networks; Regularization; Robotics; Time series; Continuous manufacturing processes; Rotary drying; Self-adaptation mechanism; Multiple operating conditions; Continual learning; Real-time prediction