A Two-Stage Transfer Learning-Based Deep Learning Approach for Production Progress Prediction in IoT-Enabled Manufacturing. - Shaohua Huang; Yu Guo; Daoyuan Liu; Shanshan Zha; Weiguang Fang (IEEE Internet Things J., 2019)

A Parallel Gated Recurrent Units (P-GRUs) network for the shifting lateness bottleneck prediction in make-to-order production system. - Weiguang Fang; Yu Guo; Wenhe Liao; Shaohua Huang; Nengjun Yang; Jinshan Liu (Comput. Ind. Eng., 2020)

Big data driven jobs remaining time prediction in discrete manufacturing system: a deep learning-based approach. - Weiguang Fang; Yu Guo; Wenhe Liao; Karthik Ramani; Shaohua Huang (Int. J. Prod. Res., 2020)

Multidimensional Data Modeling and Model Validation for Digital Twin Workshop. - Weiwei Qian; Yu Guo; Kai Cui; Pengxing Wu; Weiguang Fang; Daoyuan Liu (J. Comput. Inf. Sci. Eng., 2021)

A weighted fuzzy C-means clustering method with density peak for anomaly detection in IoT-enabled manufacturing process. - Shaohua Huang; Yu Guo; Nengjun Yang; Shanshan Zha; Daoyuan Liu; Weiguang Fang (J. Intell. Manuf., 2021)

Digital twin driven production progress prediction for discrete manufacturing workshop. - Weiwei Qian; Yu Guo; Hao Zhang; Shaohua Huang; Litong Zhang; Hailang Zhou; Weiguang Fang; Shanshan Zha (Robotics Comput. Integr. Manuf., 2023)

A stacking denoising auto-encoder with sample weight approach for order remaining completion time prediction in complex discrete manufacturing workshop. - Daoyuan Liu; Yu Guo; Shaohua Huang; Weiguang Fang; Xu Tian (Int. J. Prod. Res., 2023)

An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment. - Weiguang Fang; Hao Zhang; Weiwei Qian; Yu Guo; Shaoxun Li; Zeqing Liu; Chenning Liu; Dongpao Hong (J. Comput. Inf. Sci. Eng., 2023)

Digital twin driven dynamic scheduling of discrete manufacturing workshop with transportation resource constraint using multi-agent deep reinforcement learning. - Sai Geng; Shaohua Huang; Yu Guo; Weiwei Qian; Weiguang Fang; Litong Zhang; Shengbo Wang (Robotics Comput. Integr. Manuf., 2025)

A modeling and adaptive evolution method for simulation parameters of digital twin shop floor. - Litong Zhang; Yu Guo; Shengbo Wang; Guanguan Zheng; Weiwei Qian; Shaohua Huang; Weiguang Fang (Robotics Comput. Integr. Manuf., 2026)