Weiguang Fang

Big data driven jobs remaining time prediction in discrete manufacturing system: a deep learning-based approach

Weiguang Fang, Yu Guo, Wenhe Liao et al. · International Journal of Production Research · 2019 · 103 citations

Artificial Intelligence, Engineering, Machine Learning +19

A Two-Stage Transfer Learning-Based Deep Learning Approach for Production Progress Prediction in IoT-Enabled Manufacturing

Shaohua Huang, Yu Guo, Daoyuan Liu et al. · IEEE Internet of Things Journal · 2019 · 59 citations

Accurate Production Progress, Engineering, Machine Learning +17

Digital twin driven production progress prediction for discrete manufacturing workshop

Weiwei Qian, Yu Guo, Hao Zhang et al. · Robotics and Computer-Integrated Manufacturing · 2022 · 51 citations

Industrial Design, Technology, Engineering +12

A Parallel Gated Recurrent Units (P-GRUs) network for the shifting lateness bottleneck prediction in make-to-order production system

Weiguang Fang, Yu Guo, Liao Wen-he et al. · Computers & Industrial Engineering · 2019 · 36 citations

Production Planning, Engineering, Machine Learning +15

A weighted fuzzy C-means clustering method with density peak for anomaly detection in IoT-enabled manufacturing process

Shaohua Huang, Yu Guo, Nengjun Yang et al. · Journal of Intelligent Manufacturing · 2020 · 33 citations

Density Peak, Fuzzy Logic, Anomaly Detection +10