Weiguang Fang

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Multidimensional Data

Manufacturing Process

Top Venues

Int. J. Prod. Res.

J. Comput. Inf. Sci. Eng.

Robotics Comput. Integr. Manuf.

IEEE Internet Things J.

Publications

Daoyuan Liu, Yu Guo, Shaohua Huang, Weiguang Fang, Xu Tian
A stacking denoising auto-encoder with sample weight approach for order remaining completion time prediction in complex discrete manufacturing workshop. Int. J. Prod. Res. 61 (10) (2023)
Weiwei Qian, Yu Guo, Hao Zhang, Shaohua Huang, Litong Zhang, Hailang Zhou, Weiguang Fang, Shanshan Zha
Digital twin driven production progress prediction for discrete manufacturing workshop. Robotics Comput. Integr. Manuf. 80 (2023)
Weiguang Fang, Hao Zhang, Weiwei Qian, Yu Guo, Shaoxun Li, Zeqing Liu, Chenning Liu, Dongpao Hong
An Adaptive Job Shop Scheduling Mechanism for Disturbances by Running Reinforcement Learning in Digital Twin Environment. J. Comput. Inf. Sci. Eng. 23 (5) (2023)
Shaohua Huang, Yu Guo, Nengjun Yang, Shanshan Zha, Daoyuan Liu, Weiguang Fang
A weighted fuzzy C-means clustering method with density peak for anomaly detection in IoT-enabled manufacturing process. J. Intell. Manuf. 32 (7) (2021)
Weiwei Qian, Yu Guo, Kai Cui, Pengxing Wu, Weiguang Fang, Daoyuan Liu
Multidimensional Data Modeling and Model Validation for Digital Twin Workshop. J. Comput. Inf. Sci. Eng. 21 (3) (2021)
Weiguang Fang, Yu Guo, Wenhe Liao, Karthik Ramani, Shaohua Huang
Big data driven jobs remaining time prediction in discrete manufacturing system: a deep learning-based approach. Int. J. Prod. Res. 58 (9) (2020)
Weiguang Fang, Yu Guo, Wenhe Liao, Shaohua Huang, Nengjun Yang, Jinshan Liu
A Parallel Gated Recurrent Units (P-GRUs) network for the shifting lateness bottleneck prediction in make-to-order production system. Comput. Ind. Eng. 140 (2020)
Shaohua Huang, Yu Guo, Daoyuan Liu, Shanshan Zha, Weiguang Fang
A Two-Stage Transfer Learning-Based Deep Learning Approach for Production Progress Prediction in IoT-Enabled Manufacturing. IEEE Internet Things J. 6 (6) (2019)