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2020 – today
- 2025
[j77]Limin Wang, Linzhu Jia
, Tao Zou, Ridong Zhang, Furong Gao:
Two-dimensional reinforcement learning model-free fault-tolerant control for batch processes against multi- faults. Comput. Chem. Eng. 192: 108883 (2025)- 2024
- [j76]Limin Wang, Hui Li, Ridong Zhang, Furong Gao:
Two-dimensional optimization design of constrained minmax model predictive tolerant-fault control for nonlinear batch processes. Comput. Chem. Eng. 183: 108617 (2024) - [j75]Lei Wang, Qiang Lv, Feng Wu, Ridong Zhang, Furong Gao:
Non-excitation closed-loop identification based on hysteresis bias relay feedback. Comput. Chem. Eng. 188: 108776 (2024) - [j74]Chao Ren, Bin Jiang, Ningyun Lu, Silvio Simani, Furong Gao:
Meta-Learning With Distributional Similarity Preference for Few-Shot Fault Diagnosis Under Varying Working Conditions. IEEE Trans. Cybern. 54(5): 2746-2756 (2024) - [j73]Yuanqiang Zhou, Huanjia Hu, Weilong Ding, Kaihua Gao, Dewei Li, Furong Gao:
Cooperative Distributed Predictive Control for Smart Injection Molding Systems With One-Tap Memory. IEEE Trans. Ind. Informatics 20(6): 8850-8860 (2024) - [j72]Kaihua Gao, Yuanqiang Zhou, Jingyi Lu, Furong Gao:
A Selective Migration-Based Improved GPR Modeling Method for Batch Process. IEEE Trans. Syst. Man Cybern. Syst. 54(5): 3097-3109 (2024) - [j71]Yuanqiang Zhou, Xiaopeng Tang, Dewei Li, Xin Lai, Furong Gao:
Combined Iterative Learning and Model Predictive Control Scheme for Nonlinear Systems. IEEE Trans. Syst. Man Cybern. Syst. 54(6): 3558-3567 (2024) - [c12]Yaru Yu, Dewei Li, Aoyun Ma, Furong Gao:
Sliding Mode-based Two-Dimensional Iterative Learning Control for Systems with Uncertainties and External Disturbances. ICCA 2024: 641-646 - 2023
- [j70]Limin Wang, Linzhu Jia, Ridong Zhang, Furong Gao:
H∞output feedback fault-tolerant control of industrial processes based on zero-sum games and off-policy Q-learning. Comput. Chem. Eng. 179: 108421 (2023) - [j69]Zheng Zhang, Jinlin Zhu, Shuyu Zhang, Furong Gao:
Process monitoring using recurrent Kalman variational auto-encoder for general complex dynamic processes. Eng. Appl. Artif. Intell. 123(Part C): 106424 (2023) - [j68]Yuanqiang Zhou, Dewei Li, Furong Gao:
Input Mapping Design for Batch-to-Batch Optimization With Limited Memory. IEEE Trans. Circuits Syst. II Express Briefs 70(1): 171-175 (2023) - [j67]Yuanqiang Zhou, Kaihua Gao, Xiaopeng Tang, Huanjia Hu, Dewei Li, Furong Gao:
Conic Input Mapping Design of Constrained Optimal Iterative Learning Controller for Uncertain Systems. IEEE Trans. Cybern. 53(3): 1843-1855 (2023) - [j66]Kai Liu, Ningyun Lu, Feng Wu, Ridong Zhang, Furong Gao:
Model Fusion and Multiscale Feature Learning for Fault Diagnosis of Industrial Processes. IEEE Trans. Cybern. 53(10): 6465-6478 (2023) - [j65]Lele Ma, Xiangjie Liu, Furong Gao, Kwang Y. Lee:
Event-Based Switching Iterative Learning Model Predictive Control for Batch Processes With Randomly Varying Trial Lengths. IEEE Trans. Cybern. 53(12): 7881-7894 (2023) - [j64]Yuanqiang Zhou, Dewei Li, Furong Gao:
Data-Driven Optimal Synchronization Control for Leader-Follower Multiagent Systems. IEEE Trans. Syst. Man Cybern. Syst. 53(1): 495-503 (2023) - [c11]Linzhu Jia, Limin Wang, Ridong Zhang, Furong Gao:
Off-policy Q-learning-based Output Feedback Fault-tolerant Tracking Control of Industrial Processes. SAFEPROCESS 2023: 1-6 - 2022
- [j63]Dong Li, Shulin Liu, Furong Gao, Xin Sun:
Continual learning classification method and its application to equipment fault diagnosis. Appl. Intell. 52(1): 858-874 (2022) - [j62]Yuanqiang Zhou, Dewei Li, Yugeng Xi, Furong Gao:
Event-triggered distributed robust model predictive control for a class of nonlinear interconnected systems. Autom. 136: 110039 (2022) - [j61]Jiale Zheng, Chunhui Zhao, Furong Gao:
Retrospective comparison of several typical linear dynamic latent variable models for industrial process monitoring. Comput. Chem. Eng. 157: 107587 (2022) - [j60]Nan Wang, Fan Yang, Ridong Zhang, Furong Gao:
Intelligent Fault Diagnosis for Chemical Processes Using Deep Learning Multimodel Fusion. IEEE Trans. Cybern. 52(7): 7121-7135 (2022) - [j59]Xiaopeng Tang, Furong Gao, Kailong Liu, Qi Liu, Aoife M. Foley:
A Balancing Current Ratio Based State-of-Health Estimation Solution for Lithium-Ion Battery Pack. IEEE Trans. Ind. Electron. 69(8): 8055-8065 (2022) - [j58]Yuanqiang Zhou, Dewei Li, Furong Gao:
Conic Iterative Learning Control Using Distinct Data for Constrained Systems With State-Dependent Uncertainty. IEEE Trans. Ind. Informatics 18(5): 3095-3104 (2022) - [j57]Jingyi Lu, Zhixing Cao, Qinran Hu, Zuhua Xu, Wenli Du, Furong Gao:
Optimal Iterative Learning Control for Batch Processes in the Presence of Time-Varying Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 52(1): 680-692 (2022) - 2021
- [j56]Jili Tao, Zheng Yu, Ridong Zhang, Furong Gao:
RBF neural network modeling approach using PCA based LM-GA optimization for coke furnace system. Appl. Soft Comput. 111: 107691 (2021) - [j55]Hua Jing, Chunhui Zhao, Furong Gao:
Non-stationary data reorganization for weighted wind turbine icing monitoring with Gaussian mixture model. Comput. Chem. Eng. 147: 107241 (2021) - [j54]Limin Wang, Jiang Song, Ridong Zhang, Furong Gao:
Constrained model predictive fault-tolerant control for multi-time-delayed batch processes with disturbances: A Lyapunov-Razumikhin function method. J. Frankl. Inst. 358(18): 9483-9509 (2021) - [j53]Dong Li, Shulin Liu, Furong Gao, Xin Sun:
Continual learning classification method for time-varying data space based on artificial immune system. J. Intell. Fuzzy Syst. 40(5): 8741-8754 (2021) - [j52]Dong Li, Xin Sun, Furong Gao, Shulin Liu:
An improved real-valued negative selection algorithm based on the constant detector for anomaly detection. J. Intell. Fuzzy Syst. 40(5): 8793-8806 (2021) - [j51]Dong Li, Shulin Liu, Furong Gao, Xin Sun:
Continual learning classification method with constant-sized memory cells based on the artificial immune system. Knowl. Based Syst. 213: 106673 (2021) - [j50]Xiaopeng Tang, Kailong Liu, Kang Li, Widanalage Dhammika Widanage, Emma Kendrick, Furong Gao:
Recovering large-scale battery aging dataset with machine learning. Patterns 2(8): 100302 (2021) - [j49]Ridong Zhang, Furong Gao:
Two-Dimensional Iterative Learning Model Predictive Control for Batch Processes: A New State Space Model Compensation Approach. IEEE Trans. Syst. Man Cybern. Syst. 51(2): 833-841 (2021) - [j48]Limin Wang, Jingxian Yu, Ridong Zhang, Ping Li, Furong Gao:
Iterative Learning Control for Multiphase Batch Processes With Asynchronous Switching. IEEE Trans. Syst. Man Cybern. Syst. 51(4): 2536-2549 (2021) - 2020
- [j47]Dong Li, Shulin Liu, Furong Gao, Xin Sun:
Continual learning classification method with new labeled data based on the artificial immune system. Appl. Soft Comput. 94: 106423 (2020) - [j46]Hongyi Qu, Dewei Li, Ridong Zhang, Shuang-Hua Yang, Furong Gao:
A more general incremental inter-agent learning adaptive control for multiple identical processes in mass production. Neurocomputing 397: 70-93 (2020) - [j45]Dewei Li, Shaoying He, Yugeng Xi, Tao Liu, Furong Gao, Youqing Wang, Jingyi Lu:
Synthesis of ILC-MPC Controller With Data-Driven Approach for Constrained Batch Processes. IEEE Trans. Ind. Electron. 67(4): 3116-3125 (2020) - [j44]Qingchao Jiang, Xuefeng Yan, Hui Yi, Furong Gao:
Data-Driven Batch-End Quality Modeling and Monitoring Based on Optimized Sparse Partial Least Squares. IEEE Trans. Ind. Electron. 67(5): 4098-4107 (2020) - [j43]Qingchao Jiang, Shifu Yan, Xuefeng Yan, Hui Yi, Furong Gao:
Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring. IEEE Trans. Ind. Informatics 16(4): 2839-2848 (2020) - [j42]Ridong Zhang, Furong Gao:
A New Synthetic Minmax Optimization Design of H∞ LQ Tracking Control for Industrial Processes Under Partial Actuator Failure. IEEE Trans. Reliab. 69(1): 322-333 (2020) - [i1]Yuanqiang Zhou, Dewei Li, Furong Gao:
Optimal Synchronization Control for Heterogeneous Multi-Agent Systems: Online Adaptive Learning Solutions. CoRR abs/2011.05663 (2020)
2010 – 2019
- 2019
- [j41]Ian T. Cameron, Sebastian Engell, Christos Georgakis, Norbert Asprion, Dominique Bonvin, Furong Gao, Dimitrios I. Gerogiorgis, Ignacio E. Grossmann, Sandro Macchietto, Heinz A. Preisig, Brent R. Young:
Education in Process Systems Engineering: Why it matters more than ever and how it can be structured. Comput. Chem. Eng. 126: 102-112 (2019) - [j40]Shumei Zhang, Chunhui Zhao, Furong Gao:
Incipient Fault Detection for Multiphase Batch Processes With Limited Batches. IEEE Trans. Control. Syst. Technol. 27(1): 103-117 (2019) - [j39]Qingchao Jiang, Furong Gao, Hui Yi, Xuefeng Yan:
Multivariate Statistical Monitoring of Key Operation Units of Batch Processes Based on Time-Slice CCA. IEEE Trans. Control. Syst. Technol. 27(3): 1368-1375 (2019) - [j38]Jinlin Zhu, Youqing Wang, Donghua Zhou, Furong Gao:
Batch Process Modeling and Monitoring With Local Outlier Factor. IEEE Trans. Control. Syst. Technol. 27(4): 1552-1565 (2019) - [j37]Qingchao Jiang, Furong Gao, Xuefeng Yan, Hui Yi:
Multiobjective Two-Dimensional CCA-Based Monitoring for Successive Batch Processes With Industrial Injection Molding Application. IEEE Trans. Ind. Electron. 66(5): 3825-3834 (2019) - [j36]Jingyi Lu, Zhixing Cao, Furong Gao:
Multipoint Iterative Learning Model Predictive Control. IEEE Trans. Ind. Electron. 66(8): 6230-6240 (2019) - 2018
- [j35]Jinlin Zhu, Yuan Yao, Furong Gao:
Transfer of Qualitative and Quantitative Knowledge for Similar Batch Process Monitoring. IEEE Access 6: 73856-73870 (2018) - [j34]Jinlin Zhu, Zhiqiang Ge, Zhihuan Song, Furong Gao:
Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data. Annu. Rev. Control. 46: 107-133 (2018) - [j33]Hong Zhao, Chunhui Zhao, Furong Gao:
An automatic glucose monitoring signal denoising method with noise level estimation and responsive filter updating. Biomed. Signal Process. Control. 41: 172-185 (2018) - [j32]Zhixing Cao, Jingyi Lu, Ridong Zhang, Furong Gao:
Online average-based system modelling method for batch process. Comput. Chem. Eng. 108: 128-138 (2018) - [j31]Hongyi Qu, Dewei Li, Ridong Zhang, Furong Gao:
An incremental Inter-agent learning method for adaptive control of multiple identical processes in mass production. Neurocomputing 315: 322-344 (2018) - [j30]Limin Wang, Yiteng Shen, Jingxian Yu, Ping Li, Ridong Zhang, Furong Gao:
Robust iterative learning control for multi-phase batch processes: an average dwell-time method with 2D convergence indexes. Int. J. Syst. Sci. 49(2): 324-343 (2018) - [j29]Chunhui Zhao, Furong Gao, Yuan Yao, Zhixing Cao, Yongji Fu:
Fault Detection, Isolation, and Prognosis for Complex System. J. Control. Sci. Eng. 2018: 8783158:1-8783158:2 (2018) - [j28]Ridong Zhang, Sheng Wu, Zhixing Cao, Jingyi Lu, Furong Gao:
A Systematic Min-Max Optimization Design of Constrained Model Predictive Tracking Control for Industrial Processes against Uncertainty. IEEE Trans. Control. Syst. Technol. 26(6): 2157-2164 (2018) - [j27]Wenqing Li, Chunhui Zhao, Furong Gao:
Linearity Evaluation and Variable Subset Partition Based Hierarchical Process Modeling and Monitoring. IEEE Trans. Ind. Electron. 65(3): 2683-2692 (2018) - [j26]Jingyi Lu, Zhixing Cao, Ridong Zhang, Furong Gao:
Nonlinear Monotonically Convergent Iterative Learning Control for Batch Processes. IEEE Trans. Ind. Electron. 65(7): 5826-5836 (2018) - [j25]Jinlin Zhu, Furong Gao:
Similar Batch Process Monitoring With Orthogonal Subspace Alignment. IEEE Trans. Ind. Electron. 65(10): 8173-8183 (2018) - 2017
- [j24]Dewei Li, Jiwei Li, Yugeng Xi, Furong Gao:
The robust model predictive control based on mixed H2/H∞ approach with separated performance formulations and its ISpS analysis. Int. J. Control 90(12): 2721-2733 (2017) - [j23]Zhixing Cao, Hans-Bernd Durr, Christian Ebenbauer, Frank Allgöwer, Furong Gao:
Iterative Learning and Extremum Seeking for Repetitive Time-Varying Mappings. IEEE Trans. Autom. Control. 62(7): 3339-3353 (2017) - [j22]Chunhui Zhao, Furong Gao:
Critical-to-Fault-Degradation Variable Analysis and Direction Extraction for Online Fault Prognostic. IEEE Trans. Control. Syst. Technol. 25(3): 842-854 (2017) - [j21]Zhuo Wang, Renquan Lu, Furong Gao, Derong Liu:
An Indirect Data-Driven Method for Trajectory Tracking Control of a Class of Nonlinear Discrete-Time Systems. IEEE Trans. Ind. Electron. 64(5): 4121-4129 (2017) - [c10]Chunhui Zhao, Wei Wang, Furong Gao:
Sparse dissimilarity analysis based on distribution dissimilarity decomposition for online diagnosis of incipient faults. ACC 2017: 5430-5435 - [c9]Luping Zhao, Fuli Wang, Yuqing Chang, Shu Wang, Furong Gao:
Phase-based recursive regression for quality prediction of multiphase batch processes. ICCA 2017: 283-288 - 2016
- [j20]Zhixing Cao, Ridong Zhang, Jingyi Lu, Furong Gao:
Online identification for batch processes in closed loop incorporating priori controller knowledge. Comput. Chem. Eng. 90: 222-233 (2016) - [j19]Zhixing Cao, Ridong Zhang, Yi Yang, Jingyi Lu, Furong Gao:
Discrete-Time Robust Iterative Learning Kalman Filtering for Repetitive Processes. IEEE Trans. Autom. Control. 61(1): 270-275 (2016) - [j18]Ridong Zhang, Renquan Lu, Anke Xue, Furong Gao:
New Minmax Linear Quadratic Fault-Tolerant Tracking Control for Batch Processes. IEEE Trans. Autom. Control. 61(10): 3045-3051 (2016) - [j17]Chunhui Zhao, Furong Gao:
Fault Subspace Selection Approach Combined With Analysis of Relative Changes for Reconstruction Modeling and Multifault Diagnosis. IEEE Trans. Control. Syst. Technol. 24(3): 928-939 (2016) - [j16]Zhuo Wang, Furong Gao:
Adaptive Output Trajectory Tracking Control for a Class of Affine Nonlinear Discrete-Time Systems. IEEE Trans. Syst. Man Cybern. Syst. 46(3): 326-333 (2016) - 2015
- [j15]Linkai Luo, Yuan Yao, Furong Gao:
Iterative improvement of parameter estimation for model migration by means of sequential experiments. Comput. Chem. Eng. 73: 128-140 (2015) - [j14]Ridong Zhang, Furong Gao:
Improved infinite horizon LQ tracking control for injection molding process against partial actuator failures. Comput. Chem. Eng. 80: 130-139 (2015) - [j13]Ridong Zhang, Furong Gao:
An improved decoupling structure based state space MPC design with improved performance. Syst. Control. Lett. 75: 77-83 (2015) - [j12]Ridong Zhang, Zhixing Cao, Renquan Lu, Ping Li, Furong Gao:
State-Space Predictive-P Control for Liquid Level in an Industrial Coke Fractionation Tower. IEEE Trans Autom. Sci. Eng. 12(4): 1516-1524 (2015) - [c8]Wei Wang, Chunhui Zhao, Youxian Sun, Furong Gao:
A variant fisher discriminant analysis algorithm and its applicationto fault diagnosis. ASCC 2015: 1-6 - 2014
- [j11]Ridong Zhang, Anke Xue, Renquan Lu, Ping Li, Furong Gao:
Real-Time Implementation of Improved State-Space MPC for Air Supply in a Coke Furnace. IEEE Trans. Ind. Electron. 61(7): 3532-3539 (2014) - [j10]Ridong Zhang, Anke Xue, Furong Gao:
Temperature Control of Industrial Coke Furnace Using Novel State Space Model Predictive Control. IEEE Trans. Ind. Informatics 10(4): 2084-2092 (2014) - 2013
- [j9]Dewei Li, Yugeng Xi, Furong Gao:
Synthesis of dynamic output feedback RMPC with saturated inputs. Autom. 49(4): 949-954 (2013) - [c7]Luping Zhao, Chunhui Zhao, Furong Gao:
Inner-phase-evolution-traced statistical modeling and online monitoring for uneven batch processes. ICCA 2013: 294-299
2000 – 2009
- 2009
- [j8]Yuan Yao, Furong Gao:
A survey on multistage/multiphase statistical modeling methods for batch processes. Annu. Rev. Control. 33(2): 172-183 (2009) - [j7]Tao Liu, Furong Gao:
A generalized relay identification method for time delay and non-minimum phase processes. Autom. 45(4): 1072-1079 (2009) - [j6]Tao Liu, Ke Yao, Furong Gao:
Identification and Autotuning of Temperature-Control System With Application to Injection Molding. IEEE Trans. Control. Syst. Technol. 17(6): 1282-1294 (2009) - [c6]Chunhui Zhao, Furong Gao, Tao Liu, Fuli Wang:
Improved independent component regression modeling. CDC 2009: 1507-1512 - [c5]Tao Liu, Furong Gao, Chunhui Zhao:
Identification of low-order process model with time delay from closed-loop step test. CDC 2009: 2587-2591 - 2008
- [j5]Youqing Wang, Canghua Jiang, Donghua Zhou, Furong Gao:
Variable structure control for a class of nonlinear systems with mismatched uncertainties. Appl. Math. Comput. 200(1): 387-400 (2008) - [j4]Tao Liu, Furong Gao:
Identification of integrating and unstable processes from relay feedback. Comput. Chem. Eng. 32(12): 3038-3056 (2008) - [j3]Tao Liu, Furong Gao:
Robust Step-Like Identification of Low-Order Process Model Under Nonzero Initial Conditions and Disturbance. IEEE Trans. Autom. Control. 53(11): 2690-2695 (2008) - 2001
- [j2]Chunhai Hou, Furong Gao:
H 8 and H‾ 8 Control of retarded systems: A Razumikhin-type approach. Int. J. Syst. Sci. 32(7): 905-913 (2001) - [j1]Li Yu, Furong Gao:
Optimal guaranteed cost control of discrete-time uncertain systems with both state and input delays. J. Frankl. Inst. 338(1): 101-110 (2001) - 2000
- [c4]Fuli Wang, Furong Gao, Mingzhong Li:
Modeling and control of processes with output dynamic nonlinearity. ACC 2000: 240-244 - [c3]Li Yu, Furong Gao, Anke Xue:
Guaranteed cost control of uncertain discrete linear time-delay systems. ACC 2000: 2481-2485 - [c2]Li Yu, Furong Gao:
Robust H∞ control of discrete-time linear systems with delayed state and Frobenius norm-bounded uncertainties. CDC 2000: 2754-2755 - [c1]Furong Gao, Cheng Shao, Fuli Wang, Wei Wang:
Robust adaptive control of bilinear plants with high-order perturbation uncertainties. CDC 2000: 4934-4938
Coauthor Index
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