Prof. Furong GAO's Publications
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Article
Chen, Youqiang; Zhao, Yue; Zhang, Ridong; Gao, Furong, "A branch selective kernel network based on slow features with interpretability for fault detection and diagnosis in chemical processes", Process Safety and Environmental Protection, v. 204, article number 108118 (2025) 
Gao, Kaihua; Lu, Jingyi; Zhou, Yuanqiang; Gao, Furong, "A computationally efficient policy optimization scheme in feedback iterative learning control for nonlinear batch process", Computers and Chemical Engineering, v. 195, April 2025, article number 109005 (2025)
Ali, Husnain; Safdar, Rizwan; Zhou, Yuanqiang; Yao, Yuan; Yao, Le; Zhang, Zheng; Ding, Weilong; Gao, Furong, "A novel dynamic machine learning-based explainable fusion monitoring: application to industrial and chemical processes", Machine Learning: Science and Technology, v. 6, (1), January 2025, article number 015005 (2025)
Chen, Youqiang; Zhang, Cheng; Zhang, Ridong; Gao, Furong, "Deep network model fusion of wide kernel feature learning for industrial process modeling and fault diagnosis", Process Safety and Environmental Protection, v. 194, February 2025, p. 1283-1302 (2025)
Zhu, Yaoqian; Zhang, Cheng; Zhang, Ridong; Gao, Furong, "Design of model fusion learning method based on deep bidirectional GRU neural network in fault diagnosis of industrial processes", Chemical Engineering Science, v. 302, February 2025, article number 120884 (2025)
Ma, Weiguo; Zhou, Yuanqiang; Lai, Xin; Gao, Furong, "Event-Triggered H<sub>∞</sub> Filtering for A Class of Nonlinear Systems Under DoS Attacks", Circuits Systems and Signal Processing, v. 44, (1), January 2025, article number 128275, p. 24-43 (2025)
Hu, Chonggao; Zhang, Ridong; Gao, Furong, "Excitation-free closed-loop identification based on adaptive hysteresis loop width adjustment strategy", Journal of Process Control, v. 155, article number 103552 (2025)
Chen, Youqiang; Zhang, Ridong; Gao, Furong, "Few-shot chemical process fault diagnosis based on fused self-supervised contrastive learning", Process Safety and Environmental Protection, v. 203, article number 107939 (2025)
Zhu, Yaoqian; Zhang, Ridong; Gao, Furong, "Industrial process fault diagnosis using dilated convolutional stacking bidirectional gated recurrent unit with high and low-order feature fusion", Chemical Engineering Science, v. 305, 15 February 2025, article number 121164 (2025)
Ali, Husnain; Safdar, Rizwan; Ding, Weilong; Zhou, Yuanqiang; Yao, Yuan; Yao, Le; Gao, Furong, "Intelligent machine learning-based multi-model fusion monitoring: application to industrial physio-chemical systems", Control Engineering Practice, v. 162, September 2025, article number 106361 (2025)
Zeng, Xiangyu; Bo, Cuimei; Yu, Guo; Zhang, Quanling; Qiao, Xu; Gao, Furong, "Multi-objective decision analysis for acrylic acid purification process considering economic benefits and carbon reduction", Control Engineering Practice, v. 164, article number 106476 (2025)
Gao, Shida; Bo, Cuimei; Yu, Guo; Zhang, Quanling; Gao, Furong; Yang, Genke; Chu, Jian, "Multi-objective optimization of carbon emissions and economic benefits in green hydrogen-coupled dimethyl oxalate hydrogenation process", International Journal of Hydrogen Energy, v. 165, article number 150869 (2025)
Ding, Weilong; Ali, Husnain; Gao, Kaihua; Zhang, Zheng; Gao, Furong, "Novel deep learning based soft sensor feature extraction for part weight prediction in injection molding processes", Journal of Manufacturing Systems, v. 78, February 2025, p. 58-68 (2025)
Gao, Kaihua; Zhou, Yuanqiang; Gao, Furong; Lu, Jingyi, "Optimally Selected Cycle Based ILC for System With Randomly Varying Initial State", IEEE Transactions on Automatic Control, v. 70, (4), April 2025, article number 10747288, p. 2714-2721 (2025)
Ali, Husnain; Safdar, Rizwan; Liu, Jinfeng; Asif, Muhammad Bilal; Zhang, Xiangrui; Rasool, Muhammad Hammad; Yao, Yuan; Yao, Le; Ding, Jian; Gao, Furong, "Process Monitoring and Dynamic Fusion of Complex Industrial Systems: A Reconstruction-based Bayesian Framework", Computers & Chemical Engineering, v. 203, December 2025, article number 109352 (2025)
Ding, Jian; Gao, Kaihua; Ali, Husnain; Gao, Furong, "Robust optimal iterative learning control for constrained batch processes with nonuniform batch lengths", Canadian Journal of Chemical Engineering, March 2025 (2025)
Chen, Youqiang; Zhang, Ridong; Gao, Furong, "Slow feature extraction and Wasserstein distance adversarial domain adaptation for fault diagnosis in unlabeled chemical processes", Process Safety and Environmental Protection, v. 203, article number 107883 (2025)
Gao, Xingke; Zhu, Jinlin; Gao, Furong; Zhang, Zheng, "Two-dimensional adversarial domain adaptation graph contrastive learning for fault diagnosis of limited similar batch process", Process Safety and Environmental Protection, v. 197, May 2025, article number 107017 (2025)
Wang, Limin; Jia, Linzhu; Zou, Tao; Zhang, Ridong; Gao, Furong, "Two-dimensional reinforcement learning model-free fault-tolerant control for batch processes against multi- faults", Computers and Chemical Engineering, v. 192, January 2025, article number 108883 (2025)
Wang, Li Min; Jia, Lin Zhu; Zhang, Wang Xi; Zhang, Ri Dong; Gao, Fu Rong, "粒子群算法下间歇过程的2D鲁棒约束预测输出反馈控制", Kongzhi Lilun Yu Yingyong/Control Theory and Applications, v. 42, (4), p. 827-836 (2025)
Li, Xin; Bo, Cui Mei; Zhang, He; Li, Jun; Qiao, Xu; Gao, Fu Rong, "阵列式集成精馏系统分布式容错控制器设计", Kongzhi yu Juece/Control and Decision, v. 40, (10), p. 2969-2977 (2025)
