Furong Gao

102 papers C 4Journal 90Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A correction symbol Granger causality approach to root cause diagnosis of non-stationary industrial processes.
Comput. Chem. Eng.
Rui Chen, Husnain Ali, Shu Liang, Yuanqiang Zhou, Furong Gao
2026 J jnl
Causal Graph Spatial-Temporal Autoencoder for Reliable and Interpretable Process Monitoring.
CoRR
XiangRui Zhang, Chunyue Song, Wei Dai, Zheng Zhang, Kaihua Gao, Furong Gao
2026 J jnl
Multi-scale residual attention networks with spatio-temporal attention co-optimization for industrial fault diagnosis.
Comput. Chem. Eng.
Youqiang Chen, Ridong Zhang, Furong Gao
2026 J jnl
RLLM-SS: A knowledge-guided simplex search method integrating large language model and reinforcement learning for injection molding quality control.
Adv. Eng. Informatics
Haipeng Zou, Xinyu Li, Yongkuan Yang, Ke Yao, Xiangsong Kong, Zhijiang Shao, Furong Gao
2025 J jnl
A computationally efficient policy optimization scheme in feedback iterative learning control for nonlinear batch process.
Comput. Chem. Eng.
Kaihua Gao, Jingyi Lu, Yuanqiang Zhou, Furong Gao
2025 J jnl
A novel dynamic machine learning-based explainable fusion monitoring: application to industrial and chemical processes.
Mach. Learn. Sci. Technol.
Husnain Ali, Rizwan Safdar, Yuanqiang Zhou, Yuan Yao, Le Yao, Zheng Zhang, Weilong Ding, Furong Gao
2025 J jnl
An Integrated Capacitance-Pressure-Temperature Sensing Probe for Injection Molding Monitoring.
IEEE Trans. Instrum. Meas.
Wenjia Zheng, Huanjia Hu, Zheng Zhang, Weilong Ding, S. W. Ricky Lee, Furong Gao
2025 J jnl
Data-Driven Iterative Learning Model Predictive Control With Self-Modified Prior Knowledge.
IEEE Trans. Neural Networks Learn. Syst.
Lele Ma, Xiangjie Liu, Furong Gao, Kwang Y. Lee
2025 J jnl
Event-Triggered H
Circuits Syst. Signal Process.
Weiguo Ma, Yuanqiang Zhou, Xin Lai, Furong Gao
2025 J jnl
Optimally Selected Cycle-Based ILC for System With Randomly Varying Initial State.
IEEE Trans. Autom. Control.
Kaihua Gao, Yuanqiang Zhou, Furong Gao, Jingyi Lu
2025 J jnl
Process monitoring and dynamic fusion of complex industrial systems: A reconstruction-based Bayesian framework.
Comput. Chem. Eng.
Husnain Ali, Rizwan Safdar, Jinfeng Liu, Muhammad Bilal Asif, XiangRui Zhang, Muhammad Hammad Rasool, Yuan Yao, Le Yao, Jian Ding, Furong Gao
2025 J jnl
The Input-Mapping-Based Online Learning Sliding Mode Control Strategy With Low Computational Complexity.
IEEE Trans Autom. Sci. Eng.
Yaru Yu, Aoyun Ma, Dewei Li, Yugeng Xi, Furong Gao
2025 J jnl
Two-dimensional reinforcement learning model-free fault-tolerant control for batch processes against multi- faults.
Comput. Chem. Eng.
Limin Wang, Linzhu Jia, Tao Zou, Ridong Zhang, Furong Gao
2024 J jnl
A Selective Migration-Based Improved GPR Modeling Method for Batch Process.
IEEE Trans. Syst. Man Cybern. Syst.
Kaihua Gao, Yuanqiang Zhou, Jingyi Lu, Furong Gao
2024 J jnl
Advance industrial monitoring of physio-chemical processes using novel integrated machine learning approach.
J. Ind. Inf. Integr.
Husnain Ali, Rizwan Safdar, Muhammad Hammad Rasool, Hirra Anjum, Yuanqiang Zhou, Yuan Yao, Le Yao, Furong Gao
2024 J jnl
Combined Iterative Learning and Model Predictive Control Scheme for Nonlinear Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Yuanqiang Zhou, Xiaopeng Tang, Dewei Li, Xin Lai, Furong Gao
2024 J jnl
Cooperative Distributed Predictive Control for Smart Injection Molding Systems With One-Tap Memory.
IEEE Trans. Ind. Informatics
Yuanqiang Zhou, Huanjia Hu, Weilong Ding, Kaihua Gao, Dewei Li, Furong Gao
2024 J jnl
Meta-Learning With Distributional Similarity Preference for Few-Shot Fault Diagnosis Under Varying Working Conditions.
IEEE Trans. Cybern.
Chao Ren, Bin Jiang, Ningyun Lu, Silvio Simani, Furong Gao
2024 J jnl
Non-excitation closed-loop identification based on hysteresis bias relay feedback.
Comput. Chem. Eng.
Lei Wang, Qiang Lv, Feng Wu, Ridong Zhang, Furong Gao
2024 — conf
Sliding Mode-based Two-Dimensional Iterative Learning Control for Systems with Uncertainties and External Disturbances.
ICCA
Yaru Yu, Dewei Li, Aoyun Ma, Furong Gao
2024 J jnl
Two-dimensional optimization design of constrained minmax model predictive tolerant-fault control for nonlinear batch processes.
Comput. Chem. Eng.
Limin Wang, Hui Li, Ridong Zhang, Furong Gao
2023 J jnl
Conic Input Mapping Design of Constrained Optimal Iterative Learning Controller for Uncertain Systems.
IEEE Trans. Cybern.
Yuanqiang Zhou, Kaihua Gao, Xiaopeng Tang, Huanjia Hu, Dewei Li, Furong Gao
2023 J jnl
Data-Driven Optimal Synchronization Control for Leader-Follower Multiagent Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Yuanqiang Zhou, Dewei Li, Furong Gao
2023 J jnl
Event-Based Switching Iterative Learning Model Predictive Control for Batch Processes With Randomly Varying Trial Lengths.
IEEE Trans. Cybern.
Lele Ma, Xiangjie Liu, Furong Gao, Kwang Y. Lee
2023 J jnl
H∞output feedback fault-tolerant control of industrial processes based on zero-sum games and off-policy Q-learning.
Comput. Chem. Eng.
Limin Wang, Linzhu Jia, Ridong Zhang, Furong Gao
2023 J jnl
Input Mapping Design for Batch-to-Batch Optimization With Limited Memory.
IEEE Trans. Circuits Syst. II Express Briefs
Yuanqiang Zhou, Dewei Li, Furong Gao
2023 J jnl
Model Fusion and Multiscale Feature Learning for Fault Diagnosis of Industrial Processes.
IEEE Trans. Cybern.
Kai Liu, Ningyun Lu, Feng Wu, Ridong Zhang, Furong Gao
2023 C conf
Off-policy Q-learning-based Output Feedback Fault-tolerant Tracking Control of Industrial Processes.
SAFEPROCESS
Linzhu Jia, Limin Wang, Ridong Zhang, Furong Gao
2023 J jnl
Process monitoring using recurrent Kalman variational auto-encoder for general complex dynamic processes.
Eng. Appl. Artif. Intell.
Zheng Zhang, Jinlin Zhu, Shuyu Zhang, Furong Gao
2022 J jnl
A Balancing Current Ratio Based State-of-Health Estimation Solution for Lithium-Ion Battery Pack.
IEEE Trans. Ind. Electron.
Xiaopeng Tang, Furong Gao, Kailong Liu, Qi Liu, Aoife M. Foley
2022 J jnl
Conic Iterative Learning Control Using Distinct Data for Constrained Systems With State-Dependent Uncertainty.
IEEE Trans. Ind. Informatics
Yuanqiang Zhou, Dewei Li, Furong Gao
2022 J jnl
Continual learning classification method and its application to equipment fault diagnosis.
Appl. Intell.
Dong Li, Shulin Liu, Furong Gao, Xin Sun
2022 J jnl
Event-triggered distributed robust model predictive control for a class of nonlinear interconnected systems.
Autom.
Yuanqiang Zhou, Dewei Li, Yugeng Xi, Furong Gao
2022 J jnl
Intelligent Fault Diagnosis for Chemical Processes Using Deep Learning Multimodel Fusion.
IEEE Trans. Cybern.
Nan Wang, Fan Yang, Ridong Zhang, Furong Gao
2022 J jnl
Optimal Iterative Learning Control for Batch Processes in the Presence of Time-Varying Dynamics.
IEEE Trans. Syst. Man Cybern. Syst.
Jingyi Lu, Zhixing Cao, Qinran Hu, Zuhua Xu, Wenli Du, Furong Gao
2022 J jnl
Retrospective comparison of several typical linear dynamic latent variable models for industrial process monitoring.
Comput. Chem. Eng.
Jiale Zheng, Chunhui Zhao, Furong Gao
2021 J jnl
An improved real-valued negative selection algorithm based on the constant detector for anomaly detection.
J. Intell. Fuzzy Syst.
Dong Li, Xin Sun, Furong Gao, Shulin Liu
2021 J jnl
Constrained model predictive fault-tolerant control for multi-time-delayed batch processes with disturbances: A Lyapunov-Razumikhin function method.
J. Frankl. Inst.
Limin Wang, Jiang Song, Ridong Zhang, Furong Gao
2021 J jnl
Continual learning classification method for time-varying data space based on artificial immune system.
J. Intell. Fuzzy Syst.
Dong Li, Shulin Liu, Furong Gao, Xin Sun
2021 J jnl
Continual learning classification method with constant-sized memory cells based on the artificial immune system.
Knowl. Based Syst.
Dong Li, Shulin Liu, Furong Gao, Xin Sun
2021 J jnl
Iterative Learning Control for Multiphase Batch Processes With Asynchronous Switching.
IEEE Trans. Syst. Man Cybern. Syst.
Limin Wang, Jingxian Yu, Ridong Zhang, Ping Li, Furong Gao
2021 J jnl
Non-stationary data reorganization for weighted wind turbine icing monitoring with Gaussian mixture model.
Comput. Chem. Eng.
Hua Jing, Chunhui Zhao, Furong Gao
2021 J jnl
RBF neural network modeling approach using PCA based LM-GA optimization for coke furnace system.
Appl. Soft Comput.
Jili Tao, Zheng Yu, Ridong Zhang, Furong Gao
2021 J jnl
Recovering large-scale battery aging dataset with machine learning.
Patterns
Xiaopeng Tang, Kailong Liu, Kang Li, Widanalage Dhammika Widanage, Emma Kendrick, Furong Gao
2021 J jnl
Two-Dimensional Iterative Learning Model Predictive Control for Batch Processes: A New State Space Model Compensation Approach.
IEEE Trans. Syst. Man Cybern. Syst.
Ridong Zhang, Furong Gao
2020 J jnl
A New Synthetic Minmax Optimization Design of H
IEEE Trans. Reliab.
Ridong Zhang, Furong Gao
2020 J jnl
A more general incremental inter-agent learning adaptive control for multiple identical processes in mass production.
Neurocomputing
Hongyi Qu, Dewei Li, Ridong Zhang, Shuang-Hua Yang, Furong Gao
2020 J jnl
Continual learning classification method with new labeled data based on the artificial immune system.
Appl. Soft Comput.
Dong Li, Shulin Liu, Furong Gao, Xin Sun
2020 J jnl
Data-Driven Batch-End Quality Modeling and Monitoring Based on Optimized Sparse Partial Least Squares.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Xuefeng Yan, Hui Yi, Furong Gao
2020 J jnl
Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring.
IEEE Trans. Ind. Informatics
Qingchao Jiang, Shifu Yan, Xuefeng Yan, Hui Yi, Furong Gao
2020 J jnl
Optimal Synchronization Control for Heterogeneous Multi-Agent Systems: Online Adaptive Learning Solutions.
CoRR
Yuanqiang Zhou, Dewei Li, Furong Gao
2020 J jnl
Synthesis of ILC-MPC Controller With Data-Driven Approach for Constrained Batch Processes.
IEEE Trans. Ind. Electron.
Dewei Li, Shaoying He, Yugeng Xi, Tao Liu, Furong Gao, Youqing Wang, Jingyi Lu
2019 J jnl
Batch Process Modeling and Monitoring With Local Outlier Factor.
IEEE Trans. Control. Syst. Technol.
Jinlin Zhu, Youqing Wang, Donghua Zhou, Furong Gao
2019 J jnl
Education in Process Systems Engineering: Why it matters more than ever and how it can be structured.
Comput. Chem. Eng.
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
2019 J jnl
Incipient Fault Detection for Multiphase Batch Processes With Limited Batches.
IEEE Trans. Control. Syst. Technol.
Shumei Zhang, Chunhui Zhao, Furong Gao
2019 J jnl
Multiobjective Two-Dimensional CCA-Based Monitoring for Successive Batch Processes With Industrial Injection Molding Application.
IEEE Trans. Ind. Electron.
Qingchao Jiang, Furong Gao, Xuefeng Yan, Hui Yi
2019 J jnl
Multipoint Iterative Learning Model Predictive Control.
IEEE Trans. Ind. Electron.
Jingyi Lu, Zhixing Cao, Furong Gao
2019 J jnl
Multivariate Statistical Monitoring of Key Operation Units of Batch Processes Based on Time-Slice CCA.
IEEE Trans. Control. Syst. Technol.
Qingchao Jiang, Furong Gao, Hui Yi, Xuefeng Yan
2018 J jnl
A Systematic Min-Max Optimization Design of Constrained Model Predictive Tracking Control for Industrial Processes against Uncertainty.
IEEE Trans. Control. Syst. Technol.
Ridong Zhang, Sheng Wu, Zhixing Cao, Jingyi Lu, Furong Gao
2018 J jnl
An automatic glucose monitoring signal denoising method with noise level estimation and responsive filter updating.
Biomed. Signal Process. Control.
Hong Zhao, Chunhui Zhao, Furong Gao
2018 J jnl
An incremental Inter-agent learning method for adaptive control of multiple identical processes in mass production.
Neurocomputing
Hongyi Qu, Dewei Li, Ridong Zhang, Furong Gao
2018 J jnl
Fault Detection, Isolation, and Prognosis for Complex System.
J. Control. Sci. Eng.
Chunhui Zhao, Furong Gao, Yuan Yao, Zhixing Cao, Yongji Fu
2018 J jnl
Linearity Evaluation and Variable Subset Partition Based Hierarchical Process Modeling and Monitoring.
IEEE Trans. Ind. Electron.
Wenqing Li, Chunhui Zhao, Furong Gao
2018 J jnl
Nonlinear Monotonically Convergent Iterative Learning Control for Batch Processes.
IEEE Trans. Ind. Electron.
Jingyi Lu, Zhixing Cao, Ridong Zhang, Furong Gao
2018 J jnl
Online average-based system modelling method for batch process.
Comput. Chem. Eng.
Zhixing Cao, Jingyi Lu, Ridong Zhang, Furong Gao
2018 J jnl
Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data.
Annu. Rev. Control.
Jinlin Zhu, Zhiqiang Ge, Zhihuan Song, Furong Gao
2018 J jnl
Robust iterative learning control for multi-phase batch processes: an average dwell-time method with 2D convergence indexes.
Int. J. Syst. Sci.
Limin Wang, Yiteng Shen, Jingxian Yu, Ping Li, Ridong Zhang, Furong Gao
2018 J jnl
Similar Batch Process Monitoring With Orthogonal Subspace Alignment.
IEEE Trans. Ind. Electron.
Jinlin Zhu, Furong Gao
2018 J jnl
Transfer of Qualitative and Quantitative Knowledge for Similar Batch Process Monitoring.
IEEE Access
Jinlin Zhu, Yuan Yao, Furong Gao
2017 J jnl
An Indirect Data-Driven Method for Trajectory Tracking Control of a Class of Nonlinear Discrete-Time Systems.
IEEE Trans. Ind. Electron.
Zhuo Wang, Renquan Lu, Furong Gao, Derong Liu
2017 J jnl
Critical-to-Fault-Degradation Variable Analysis and Direction Extraction for Online Fault Prognostic.
IEEE Trans. Control. Syst. Technol.
Chunhui Zhao, Furong Gao
2017 J jnl
Iterative Learning and Extremum Seeking for Repetitive Time-Varying Mappings.
IEEE Trans. Autom. Control.
Zhixing Cao, Hans-Bernd Durr, Christian Ebenbauer, Frank Allgöwer, Furong Gao
2017 — conf
Phase-based recursive regression for quality prediction of multiphase batch processes.
ICCA
Luping Zhao, Fuli Wang, Yuqing Chang, Shu Wang, Furong Gao
2017 C conf
Sparse dissimilarity analysis based on distribution dissimilarity decomposition for online diagnosis of incipient faults.
ACC
Chunhui Zhao, Wei Wang, Furong Gao
2017 J jnl
The robust model predictive control based on mixed H2/H∞ approach with separated performance formulations and its ISpS analysis.
Int. J. Control
Dewei Li, Jiwei Li, Yugeng Xi, Furong Gao
2016 J jnl
Adaptive Output Trajectory Tracking Control for a Class of Affine Nonlinear Discrete-Time Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Zhuo Wang, Furong Gao
2016 J jnl
Discrete-Time Robust Iterative Learning Kalman Filtering for Repetitive Processes.
IEEE Trans. Autom. Control.
Zhixing Cao, Ridong Zhang, Yi Yang, Jingyi Lu, Furong Gao
2016 J jnl
Fault Subspace Selection Approach Combined With Analysis of Relative Changes for Reconstruction Modeling and Multifault Diagnosis.
IEEE Trans. Control. Syst. Technol.
Chunhui Zhao, Furong Gao
2016 J jnl
New Minmax Linear Quadratic Fault-Tolerant Tracking Control for Batch Processes.
IEEE Trans. Autom. Control.
Ridong Zhang, Renquan Lu, Anke Xue, Furong Gao
2016 J jnl
Online identification for batch processes in closed loop incorporating priori controller knowledge.
Comput. Chem. Eng.
Zhixing Cao, Ridong Zhang, Jingyi Lu, Furong Gao
2015 — conf
A variant fisher discriminant analysis algorithm and its applicationto fault diagnosis.
ASCC
Wei Wang, Chunhui Zhao, Youxian Sun, Furong Gao
2015 J jnl
An improved decoupling structure based state space MPC design with improved performance.
Syst. Control. Lett.
Ridong Zhang, Furong Gao
2015 J jnl
Improved infinite horizon LQ tracking control for injection molding process against partial actuator failures.
Comput. Chem. Eng.
Ridong Zhang, Furong Gao
2015 J jnl
Iterative improvement of parameter estimation for model migration by means of sequential experiments.
Comput. Chem. Eng.
Linkai Luo, Yuan Yao, Furong Gao
2015 J jnl
State-Space Predictive-P Control for Liquid Level in an Industrial Coke Fractionation Tower.
IEEE Trans Autom. Sci. Eng.
Ridong Zhang, Zhixing Cao, Renquan Lu, Ping Li, Furong Gao
2014 J jnl
Real-Time Implementation of Improved State-Space MPC for Air Supply in a Coke Furnace.
IEEE Trans. Ind. Electron.
Ridong Zhang, Anke Xue, Renquan Lu, Ping Li, Furong Gao
2014 J jnl
Temperature Control of Industrial Coke Furnace Using Novel State Space Model Predictive Control.
IEEE Trans. Ind. Informatics
Ridong Zhang, Anke Xue, Furong Gao
2013 — conf
Inner-phase-evolution-traced statistical modeling and online monitoring for uneven batch processes.
ICCA
Luping Zhao, Chunhui Zhao, Furong Gao
2013 J jnl
Synthesis of dynamic output feedback RMPC with saturated inputs.
Autom.
Dewei Li, Yugeng Xi, Furong Gao
2009 J jnl
A generalized relay identification method for time delay and non-minimum phase processes.
Autom.
Tao Liu, Furong Gao
2009 J jnl
A survey on multistage/multiphase statistical modeling methods for batch processes.
Annu. Rev. Control.
Yuan Yao, Furong Gao
2009 J jnl
Identification and Autotuning of Temperature-Control System With Application to Injection Molding.
IEEE Trans. Control. Syst. Technol.
Tao Liu, Ke Yao, Furong Gao
2009 — conf
Identification of low-order process model with time delay from closed-loop step test.
CDC
Tao Liu, Furong Gao, Chunhui Zhao
2009 — conf
Improved independent component regression modeling.
CDC
Chunhui Zhao, Furong Gao, Tao Liu, Fuli Wang
2008 J jnl
Identification of integrating and unstable processes from relay feedback.
Comput. Chem. Eng.
Tao Liu, Furong Gao
2008 J jnl
Robust Step-Like Identification of Low-Order Process Model Under Nonzero Initial Conditions and Disturbance.
IEEE Trans. Autom. Control.
Tao Liu, Furong Gao
2008 J jnl
Variable structure control for a class of nonlinear systems with mismatched uncertainties.
Appl. Math. Comput.
Youqing Wang, Canghua Jiang, Donghua Zhou, Furong Gao
2001 J jnl
Optimal guaranteed cost control of discrete-time uncertain systems with both state and input delays.
J. Frankl. Inst.
Li Yu, Furong Gao
2000 C conf
Guaranteed cost control of uncertain discrete linear time-delay systems.
ACC
Li Yu, Furong Gao, Anke Xue
2000 C conf
Modeling and control of processes with output dynamic nonlinearity.
ACC
Fuli Wang, Furong Gao, Mingzhong Li
2000 — conf
Robust H
CDC
Li Yu, Furong Gao
2000 — conf
Robust adaptive control of bilinear plants with high-order perturbation uncertainties.
CDC
Furong Gao, Cheng Shao, Fuli Wang, Wei Wang