Prof. Furong GAO's Publications
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Article
ALI, Husnain; Andriani, Debrina Puspita; Safdar, Rizwan; Binti Abd Manan, Teh Sabariah; HU, Guangze; ZHOU, Yuanqiang; Zhang, Xiangrui; Yao, Yuan; Cao, Zhixing; Liu, Jinfeng; GAO, Furong, "A Hybrid DiGLPP–Kolmogorov–Arnold Network Framework for Robust Fault Detection in Industrial Chemical Processes", Process Safety and Environmental Protection, article number 108854 (2026) 
Chen, Rui; Ali, Husnain; Liang, Shu; Zhou, Yuanqiang; Gao, Furong, "A correction symbol Granger causality approach to root cause diagnosis of non-stationary industrial processes", Computers and Chemical Engineering, v. 205, article number 109479 (2026)
ALI, Husnain; Liu, Jinfeng; GAO, Furong, "A hybrid causal-inference and neuro-fuzzy framework for advanced process monitoring", Journal of Process Control, v. 162, article number 103724 (2026)
Wu, Changhe; Zhang, Ridong; Gao, Furong, "A novel design of Transformer Encoder-only network model for fault diagnosis in strongly coupled industrial processes", Process Safety and Environmental Protection, v. 208, article number 108531 (2026)
Hu, Guangze; Zheng, Wenjia; Ali, Husnain; Dong, Hao; Ding, Weilong; Zhang, Zheng; Gao, Furong, "Adaptive transfer learning with C-P-T sensor fusion for few-shot anomaly diagnosis in injection molding process", Chemical Engineering Science, v. 320, article number 122562 (2026)
Wu, Changhe; Gao, Furong; Zhang, Ridong, "An out-of-distribution fault detection framework using deep global feature modeling and extended logit fusion for industrial processes", Process Safety and Environmental Protection, v. 211, article number 108778 (2026)
Zhang, Xiangrui; Song, Chunyue; Dai, Wei; Zhang, Zheng; Gao, Kaihua; Gao, Furong, "Causal Graph Spatial-Temporal Autoencoder for Reliable and Interpretable Process Monitoring", IEEE Transactions on Neural Networks and Learning Systems, article number 11372159 (2026)
Chen, Chen; Zhang, Ridong; Gao, Furong, "Deep parallel feature fusion network with temporal convolutional network and bidirectional gated recurrent unit for industrial process modeling and fault diagnosis", Process Safety and Environmental Protection, v. 209, article number 108590 (2026)
Ding, Weilong; Ali, Husnain; Hu, Guangze; Zheng, Wenjia; Dong, Hao; Gao, Furong, "Fast soft sensor model migration in injection molding processes: A reconstruction based deep learning framework", Chemical Engineering Science, v. 320, (Part C), article number 122634 (2026)
Han, Xiaofei; Li, Kang; Gao, Furong; Zhou, Yuanqiang, "Historical data-driven self-learning control of battery charging with convex mapping constraints", Journal of Energy Storage, v. 152, article number 120430 (2026)
Zheng, Wenjia; Hu, Guangze; Dong, Hao; Hu, Huanjia; Lee, S. W.Ricky; Gao, Furong, "Integrated capacitance–pressure–temperature sensor for injection molding applications: Shrinkage estimation, process monitoring, and leakage detection", Measurement: Journal of the International Measurement Confederation, v. 259, article number 119664 (2026)
Gao, Shida; Bo, Cuimei; Yu, Guo; Zhang, Quanling; Gao, Furong; Yang, Genke; Chu, Jian, "Multi-objective optimization for sustainable dimethyl oxalate synthesis: A plant-wide framework balancing economic benefits and carbon emissions", Chemical Engineering Research and Design, v. 226, p. 536-549 (2026)
Chen, Youqiang; Zhang, Ridong; Gao, Furong, "Multi-scale residual attention networks with spatio-temporal attention co-optimization for industrial fault diagnosis", Computers and Chemical Engineering, v. 205, article number 109482 (2026)
Hu, Chonggao; Zhang, Ridong; Gao, Furong, "New design of two-dimensional model predictive iterative learning control with novel error compensation for batch processes", Journal of Process Control, v. 157, article number 103592 (2026)
Zou, Haipeng; Li, Xinyu; Yang, Yongkuan; Yao, Ke; Kong, Xiangsong; Shao, Zhijiang; Gao, Furong, "RLLM-SS: A knowledge-guided simplex search method integrating large language model and reinforcement learning for injection molding quality control", Advanced Engineering Informatics, v. 71, article number 104372 (2026)
Zhang, Ridong; Gao, Furong, "Two-dimensional PFC with novel iterative error compensation and multi basis functions for batch processes under partial actuator failure", Journal of Process Control, v. 161, article number 103684 (2026)
