Prof. Furong GAO's Publications
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Article
Gao, Kaihua; Zhou, Yuanqiang; Lu, Jingyi; Gao, Furong, "A Selective Migration-Based Improved GPR Modeling Method for Batch Process", IEEE Transactions on Systems, Man, and Cybernetics: Systems, v. 54, (5), May 2024, p. 3097-3109 (2024) 
Ren, Yanwei; Zhang, Ridong; Gao, Furong, "A network structure for industrial process fault diagnosis based on hyper feature extraction and stacked LSTM", Chemical Engineering Science, v. 287, April 2024, article number 119745 (2024)
Ali, Husnain; Safdar, Rizwan; Rasool, Muhammad Hammad; Anjum, Hirra; Zhou, Yuanqiang; Yao, Yuan; Yao, Le; Gao, Furong, "Advance Industrial Monitoring of Physio-Chemical Processes using Novel Integrated Machine Learning Approach", Journal of Industrial Information Integration, October 2024, article number 100709 (2024)
Zhou, Yuanqiang; Tang, Xiaopeng; Li, Dewei; Lai, Xin; Gao, Furong, "Combined Iterative Learning and Model Predictive Control Scheme for Nonlinear Systems", IEEE Transactions on Systems, Man, and Cybernetics: Systems, March 2024, p. 1-10 (2024)
Wang, Limin; Li, Hui; Li, Haisheng; Zhang, Ridong; Gao, Furong, "Constrained model predictive fault-tolerant control for nonlinear batch processes with time delay by integrating a LRF method and a switching strategy", Chemical Engineering Science, v. 287, April 2024, article number 119762 (2024)
Zhou, Yuanqiang; Hu, Huanjia; Ding, Weilong; Gao, Kaihua; Li, Dewei; Gao, Furong, "Cooperative Distributed Predictive Control for Smart Injection Molding Systems With One-Tap Memory", IEEE Transactions on Industrial Informatics, v. 20, (6), June 2024, article number 10485512, p. 8850-8860 (2024)
Tang, Xiaopeng; Lai, Xin; Zou, Changfu; Zhou, Yuanqiang; Zhu, Jiajun; Zheng, Yuejiu; Gao, Furong, "Detecting Abnormality of Battery Lifetime from First-Cycle Data Using Few-Shot Learning", Advanced Science, v. 11, (6), February 2024, article number 2305315 (2024)
Ali, Husnain; Zhang, Zheng; Safdar, Rizwan; Rasool, Muhammad Hammad; Yao, Yuan; Yao, Le; Gao, Furong, "Fault detection using machine learning based dynamic ICA-distributed CCA: Application to industrial chemical process", Digital Chemical Engineering, v. 11, June 2024, article number 100156 (2024)
Chen, Youqiang; Zhang, Ridong; Gao, Furong, "Fault diagnosis of industrial process using attention mechanism with 3DCNN-LSTM", Chemical Engineering Science, v. 293, July 2024, article number 120059 (2024)
Wang, Lei; Lv, Qiang; Wu, Feng; Zhang, Ridong; Gao, Furong, "Non-excitation closed-loop identification based on hysteresis bias relay feedback", Computers and Chemical Engineering, v. 188, September 2024, article number 108776 (2024)
Chen, Youqiang; Yin, Xunyuan; Zhang, Ridong; Gao, Furong, "Reinforced convolutional neural network fault diagnosis of industrial production systems", Chemical Engineering Science, v. 299, November 2024, article number 120466 (2024)
Ali, Husnain; Safdar, Rizwan; Zhou, Yuanqiang; Yao, Yuan; Yao, Le; Zhang, Zheng; Hammad Rasool, Muhammad; Gao, Furong, "Robust statistical industrial fault monitoring: A machine learning-based distributed CCA and low frequency control charts", Chemical Engineering Science, July 2024, article number 120460 (2024)
Lai, Xin; Yuan, Ming; Tang, Xiaopeng; Zheng, Yuejiu; Zhu, Jiajun; Sun, Yuedong; Zhou, Yuanqiang; Gao, Furong, "State-of-power estimation for lithium-ion batteries based on a frequency-dependent integer-order model", Journal of Power Sources, v. 594, February 2024, article number 234000 (2024)
Zhu, Jinlin; Liu, Zhong; Lou, Xuyang; Gao, Furong; Zhang, Zheng, "Time-Specific Thresholds for Batch Process Monitoring: A Study Based on Two-Dimensional Conditional Variational Auto-Encoder", Processes, v. 12, (4), April 2024, article number 682 (2024)
Wang, Limin; Li, Hui; Zhang, Ridong; Gao, Furong, "Two-dimensional optimization design of constrained minmax model predictive tolerant-fault control for nonlinear batch processes", Computers & Chemical Engineering, v. 183, April 2024, article number 108617 (2024)
