A Fault-Tolerant Reservation-Based Strategy for Scheduling Aperiodic Tasks in Multiprocessor Systems. - Chunhua Yang 001; Geert Deconinck (PDP, 2002)

An optimal power-dispatching system using neural networks for the electrochemical process of zinc depending on varying prices of electricity. - Chunhua Yang 001; Geert Deconinck; Weihua Gui 001; Yonggang Li (IEEE Trans. Neural Networks, 2002)

An optimal power-dispatching control system for the electrochemical process of zinc based on backpropagation and Hopfield neural networks. - Chunhua Yang 001; Geert Deconinck; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2003)

Fault-Tolerant Scheduling for Real-Time Embedded Control Systems . - Chunhua Yang 001; Geert Deconinck; Weihua Gui 001 (J. Comput. Sci. Technol., 2004)

Development of Integration Prediction Model for Alumina Raw Slurry Quality. - Zhifeng Qiu; Weihua Gui 001; Chunhua Yang 001; Yalin Wang 003 (ICICIC (3), 2006)

Decentralized robust H∞ output feedback control for value bounded uncertain large-scale interconnected systems. - Weihua Gui 001; Can Huang; Yongfang Xie; Zhaohui Jiang 001; Chunhua Yang 001 (CDC, 2007)

Intelligent fault diagnosis in lead-zinc smelting process. - Weihua Gui 001; Chunhua Yang 001; Jing Teng (Int. J. Autom. Comput., 2007)

High Capacity Information Hiding Algorithm for DCT Domain of Image. - Jianquan Xie; Chunhua Yang 001; Dazu Huang (IIH-MSP, 2008)

A Large Capacity Blind Information Hiding Algorithm. - Jianquan Xie; Chunhua Yang 001; Dazu Huang; Duosi Xie (ISECS, 2008)

Stabilisation designs for the inertia wheel pendulum using saturation techniques. - Huawen Ye; Guo-Ping Liu 003; Chunhua Yang 001; Weihua Gui 001 (Int. J. Syst. Sci., 2008)

An Accurate Image Juggling Authentication Algorithm. - Jianquan Xie; Qing Xie; Chunhua Yang 001 (IAS, 2009)

Nonparametric density estimation of bubble size distribution for monitoring mineral flotation process. - Chunhua Yang 001; Canhui Xu 001; Weihua Gui 001; Jianjiang Du (CDC, 2009)

Modeling and optimal-setting control of blending process in a metallurgical industry. - Chunhua Yang 001; Weihua Gui 001; Lingshuang Kong; Yalin Wang 003 (Comput. Chem. Eng., 2009)

A two-stage intelligent optimization system for the raw slurry preparing process of alumina sintering production. - Chunhua Yang 001; Weihua Gui 001; Lingshuang Kong; Yalin Wang 003 (Eng. Appl. Artif. Intell., 2009)

Application of highlight removal and multivariate image analysis to color measurement of flotation bubble images. - Chunhua Yang 001; Canhui Xu 001; Weihua Gui 001; Kaijun Zhou (Int. J. Imaging Syst. Technol., 2009)

Initial Version of State Transition Algorithm. - Xiaojun Zhou; Chunhua Yang 001; Weihua Gui 001 (ICDMA, 2011)

On the design of compensator for quantization-caused input-output deviation. - Yuqian Guo; Weihua Gui 001; Chunhua Yang 001 (Sci. China Inf. Sci., 2011)

Stability analysis and design of reset control systems with discrete-time triggering conditions. - Yuqian Guo; Weihua Gui 001; Chunhua Yang 001; Lihua Xie 001 (Autom., 2012)

Decentralized stabilization of large-scale feedforward systems using saturated delayed controls. - Huawen Ye; Zhong-Ping Jiang; Weihua Gui 001; Chunhua Yang 001 (Autom., 2012)

State Transition Algorithm - Xiaojun Zhou; Chunhua Yang 001; Weihua Gui 001 (CoRR, 2012)

Optimal control problems arising in the zinc sulphate electrolyte purification process. - Ling Yun Wang; Weihua Gui 001; Kok Lay Teo; Ryan C. Loxton; Chunhua Yang 001 (J. Glob. Optim., 2012)

A Comparative Study of State Transition Algorithm with Harmony Search and Artificial Bee Colony. - Xiaojun Zhou; David Yang Gao; Chunhua Yang 001 (BIC-TA, 2013)

Time-delay estimation for nonlinear systems with piecewise-constant input. - Qinqin Chai; Ryan C. Loxton; Kok Lay Teo; Chunhua Yang 001 (Appl. Math. Comput., 2013)

A Discrete State Transition Algorithm for Generalized Traveling Salesman Problem - Xiaolin Tang; Chunhua Yang 001; Xiaojun Zhou; Weihua Gui 001 (CoRR, 2013)

Core set analysis in inconsistent decision tables. - Linzi Yin; Weihua Gui 001; Chunhua Yang 001; Xiaoli Wang 005; Charles X. Ling (Inf. Sci., 2013)

A Hybrid Multiobjective Differential Evolution Algorithm and Its Application to the Optimization of Grinding and Classification. - Yalin Wang 003; Xiaofang Chen; Weihua Gui 001; Chunhua Yang 001; Lou Caccetta; Honglei Xu (J. Appl. Math., 2013)

Canonical primal-dual algorithm for solving fourth-order polynomial minimization problems. - Xiaojun Zhou; David Yang Gao; Chunhua Yang 001 (Appl. Math. Comput., 2014)

Nonlinear system identification and control using state transition algorithm. - Xiaojun Zhou; Chunhua Yang 001; Weihua Gui 001 (Appl. Math. Comput., 2014)

Set stability and set stabilization of Boolean control networks based on invariant subsets. - Yuqian Guo; Pan Wang; Weihua Gui 001; Chunhua Yang 001 (Autom., 2015)

Event based guaranteed cost consensus for distributed multi-agent systems. - Xiaojun Zhou; Peng Shi 001; Cheng-Chew Lim; Chunhua Yang 001; Weihua Gui 001 (J. Frankl. Inst., 2015)

Discrete state transition algorithm for unconstrained integer optimization problems. - Xiaojun Zhou; David Yang Gao; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2016)

Global solutions to a class of CEC benchmark constrained optimization problems. - Xiaojun Zhou; David Yang Gao; Chunhua Yang 001 (Optim. Lett., 2016)

Temperature Uniformity Control of Large-Scale Vertical Quench Furnaces for Aluminum Alloy Thermal Treatment. - Ling Shen; Jianjun He; Chunhua Yang 001; Weihua Gui 001; Honglei Xu (IEEE Trans. Control. Syst. Technol., 2016)

Semantic Network Based on Intuitionistic Fuzzy Directed Hyper-Graphs and Application to Aluminum Electrolysis Cell Condition Identification. - Zuguo Chen; Yonggang Li; Xiaofang Chen; Chunhua Yang 001; Weihua Gui 001 (IEEE Access, 2017)

Guaranteed Cost Control for Descriptor Type-2 Fuzzy Systems With Stochastic Delay Distribution. - Xiaofan Liu; Fanbiao Li; Yongfang Xie; Chunhua Yang 001; Weihua Gui 001 (IEEE Access, 2017)

Optimal Control for Zinc Electrowinning Process With Current Switching. - Chunhua Yang 001; Shijun Deng; Yonggang Li; Hongqiu Zhu; Fanbiao Li (IEEE Access, 2017)

Optimal control of an SIVRS epidemic spreading model with virus variation based on complex networks. - Degang Xu; Xiyang Xu; Yongfang Xie; Chunhua Yang 001 (Commun. Nonlinear Sci. Numer. Simul., 2017)

A novel Minkowski-distance-based consensus clustering algorithm. - Degang Xu; Pan-Lei Zhao; Chunhua Yang 001; Weihua Gui 001; Jianjun He (Int. J. Autom. Comput., 2017)

Time-optimal state feedback stabilization of switched Boolean control networks. - Yong Ding 004; Yuqian Guo; Yongfang Xie; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2017)

A novel fault diagnosis method based on optimal relevance vector machine. - Shiming He; Long Xiao; Yalin Wang 003; Xinggao Liu; Chunhua Yang 001; Jiangang Lu; Weihua Gui 001; Youxian Sun (Neurocomputing, 2017)

Reagent Addition Control for Stibium Rougher Flotation Based on Sensitive Froth Image Features. - Yongfang Xie; Jia Wu 006; Degang Xu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2017)

A Fault-Injection Strategy for Traction Drive Control Systems. - Chunhua Yang 001; Chao Yang 017; Tao Peng 010; Xiaoyue Yang; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2017)

Soft Sensor Modeling of Nonlinear Industrial Processes Based on Weighted Probabilistic Projection Regression. - Xiaofeng Yuan; Zhiqiang Ge; Zhihuan Song; Yalin Wang 003; Chunhua Yang 001; Hongwei Zhang (IEEE Trans. Instrum. Meas., 2017)

An Adaptive Data-Driven Fault Detection Method for Monitoring Dynamic Process. - Zhiwen Chen 001; Tao Peng 010; Chunhua Yang 001; Fanbiao Li; Zhangming He (IECON, 2018)

Nonlinear VW-SAE Based Deep Learning for Quality-Related Feature Learning and Soft Sensor Modeling. - Xiaofeng Yuan; Chen Ou; Yalin Wang 003; Chunhua Yang 001 (IECON, 2018)

CCR Based Key Performance Indicator Monitoring Method for Industrial Processes. - Zhiwen Chen 001; Chunhua Yang 001; Tao Peng 010; Yong Xie (ISIE, 2018)

A Data-Driven Fault Diagnosis Method for Static Processes with Periodic Disturbances. - Zhiwen Chen 001; Tao Peng 010; Chunhua Yang 001; Wenfeng Hu (SMC, 2018)

Set-Point Tracking and Multi-Objective Optimization-Based PID Control for the Goethite Process. - Xiaojun Zhou; Jiajia Zhou; Chunhua Yang 001; Weihua Gui 001 (IEEE Access, 2018)

Promote of cooperation in networked multiagent system based on fitness control. - Wenfeng Deng; Keke Huang; Chunhua Yang 001; Hongqiu Zhu; Zhaofei Yu (Appl. Math. Comput., 2018)

Heterogeneous cooperative belief for social dilemma in multi-agent system. - Keke Huang; Xiaofang Chen; Zhaofei Yu; Chunhua Yang 001; Weihua Gui 001 (Appl. Math. Comput., 2018)

Redefined observability matrix for Boolean networks and distinguishable partitions of state space. - Yuqian Guo; Weihua Gui 001; Chunhua Yang 001 (Autom., 2018)

A Novel Cognitively Inspired State Transition Algorithm for Solving the Linear Bi-Level Programming Problem. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou; Weihua Gui 001 (Cogn. Comput., 2018)

Modeling, optimization, and control of solution purification process in zinc hydrometallurgy. - Bei Sun; Chunhua Yang 001; Hongqiu Zhu; Yonggang Li; Weihua Gui 001 (IEEE CAA J. Autom. Sinica, 2018)

Finite-time stabilization of the double integrator subject to input saturation and input delay. - Huawen Ye; Meng Li; Chunhua Yang 001; Weihua Gui 001 (IEEE CAA J. Autom. Sinica, 2018)

A dynamic state transition algorithm with application to sensor network localization. - Xiaojun Zhou; Peng Shi 001; Cheng-Chew Lim; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2018)

Fractional-order PID controller tuning using continuous state transition algorithm. - Fengxue Zhang; Chunhua Yang 001; Xiaojun Zhou; Weihua Gui 001 (Neural Comput. Appl., 2018)

Temperature Measurement Method for Blast Furnace Molten Iron Based on Infrared Thermography and Temperature Reduction Model. - Dong Pan; Zhaohui Jiang 001; Zhipeng Chen 002; Weihua Gui 001; Yongfang Xie; Chunhua Yang 001 (Sensors, 2018)

Distributed Consensus of Second-Order Multiagent Systems With Nonconvex Velocity and Control Input Constraints. - Peng Lin 001; Wei Ren 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Autom. Control., 2018)

Passivity-Based Asynchronous Sliding Mode Control for Delayed Singular Markovian Jump Systems. - Fanbiao Li; Chenglong Du; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Autom. Control., 2018)

Coordinated Optimization for the Descent Gradient of Technical Index in the Iron Removal Process. - Shiwen Xie; Yongfang Xie; Tingwen Huang; Weihua Gui 001; Chunhua Yang 001 (IEEE Trans. Cybern., 2018)

Controllable-Domain-Based Fuzzy Rule Extraction for Copper Removal Process Control. - Bin Zhang 026; Chunhua Yang 001; Hongqiu Zhu; Peng Shi 001; Weihua Gui 001 (IEEE Trans. Fuzzy Syst., 2018)

Fault Detection for Non-Gaussian Processes Using Generalized Canonical Correlation Analysis and Randomized Algorithms. - Zhiwen Chen 001; Steven X. Ding; Tao Peng 010; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2018)

Exploiting Correlation for Confident Sensing in Fusion-Based Wireless Sensor Networks. - Kejiang Xiao; Jian Li; Chunhua Yang 001 (IEEE Trans. Ind. Electron., 2018)

Weighted Linear Dynamic System for Feature Representation and Soft Sensor Application in Nonlinear Dynamic Industrial Processes. - Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001; Zhiqiang Ge; Zhihuan Song; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2018)

A Hybrid Control Strategy for Real-Time Control of the Iron Removal Process of the Zinc Hydrometallurgy Plants. - Shiwen Xie; Yongfang Xie; Hao Ying 001; Weihua Gui 001; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2018)

Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE. - Xiaofeng Yuan; Biao Huang 001; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2018)

Exponential Stability Analysis for Delayed Semi-Markovian Recurrent Neural Networks: A Homogeneous Polynomial Approach. - Xin Li 055; Fanbiao Li; Xian Zhang 002; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Fuzzy C-means Cluster Based on Local Weighted Principal Component Regression for Soft Sensor of an Industrial Hydrocracking process. - Xiaofeng Yuan; Jiao Zhou; Yalin Wang 003; Chunhua Yang 001 (ASCC, 2019)

A comparison of OCMPM and OCSVM in motor and sensor fault detection for traction control system. - Zhiwen Chen 001; Zhuo Chen; Tao Peng 010; Ketian Liang; Chunhua Yang 001; Xu Yang 006 (CAA SAFEPROCESS, 2019)

Comparison of Several Data-driven Models for Remaining Useful Life Prediction. - Zhiwen Chen 001; Ketian Liang; Chao Yang 017; Tao Peng 010; Zhuo Chen; Chunhua Yang 001 (CAA SAFEPROCESS, 2019)

Transistor Temperature Balancing Method for Three-level Inverters Based on FCS-MPC. - Tao Peng 010; Feiran Xie; Chao Yang 017; Chunhua Yang 001 (CAA SAFEPROCESS, 2019)

Converter Lifetime Modeling Based on Online Rainflow Counting Algorithm. - Zhiwen Chen 001; Fei Gao; Chao Yang 017; Tao Peng 010; Lu Zhou; Chunhua Yang 001 (ISIE, 2019)

A Voltage-Based Open-Circuit Fault Diagnosis Approach for Single Phase Two-Level Converters. - Jingrong Zhang; Tao Peng 010; Chao Yang 017; Zhiwen Chen 001; Chunhua Yang 001; Haoqiao Wen (ISIE, 2019)

Blind Topology Identification for Smart Grid Based on Dictionary Learning. - Zili Xiang; Keke Huang; Wenfeng Deng; Chunhua Yang 001 (SSCI, 2019)

Data-Driven Based State Transition Algorithm for Dynamic Optimization. - Yunxiang Zhang; Xiaojun Zhou; Chunhua Yang 001 (SSCI, 2019)

A New Data-Driven Model-Free Adaptive Control for Discrete-Time Nonlinear Systems. - Kai Deng; Fanbiao Li; Chunhua Yang 001 (IEEE Access, 2019)

Containment Control for High-Order Multi-Agent Systems With Nonuniform Communication Delays and Switching Topologies. - Pei Li; Quan Xiong; Chunhua Yang 001 (IEEE Access, 2019)

Surface Defect Classification for Hot-Rolled Steel Strips by Selectively Dominant Local Binary Patterns. - Qiwu Luo; Xiaoxin Fang; Yichuang Sun; Li Liu 002; Jiaqiu Ai; Chunhua Yang 001; Oluyomi Simpson (IEEE Access, 2019)

Estimate Information Fusion Weight of WSNs Nodes Based on Truth Discovery Optimization Method Among Conflicting Sources of Data. - Kejiang Xiao; Zhiwen Chen 001; Chunhua Yang 001 (IEEE Access, 2019)

Two-Stage Control of Endpoint Temperature for Pebble Stove Combustion. - Haifeng Zhang; Zhaohui Jiang 001; Zhipeng Chen 002; Weihua Gui 001; Yongfang Xie; Chunhua Yang 001 (IEEE Access, 2019)

Optimal Setting and Control Strategy for Industrial Process Based on Discrete-Time Fractional-Order PI $^{ lambda}$ D $^{ mu}$. - Fengxue Zhang; Chunhua Yang 001; Xiaojun Zhou; Weihua Gui 001 (IEEE Access, 2019)

Dynamic Analysis and Finite-Time Synchronization of a New Hyperchaotic System With Coexisting Attractors. - Chengqun Zhou; Chunhua Yang 001; Degang Xu; Chaoyang Chen 001 (IEEE Access, 2019)

Finite-time asynchronous sliding mode control for Markovian jump systems. - Fanbiao Li; Chenglong Du; Chunhua Yang 001; Ligang Wu 001; Weihua Gui 001 (Autom., 2019)

Cost-sensitive large margin distribution machine for fault detection of wind turbines. - Mingzhu Tang; Steven X. Ding; Chunhua Yang 001; Fanyong Cheng; Yuri A. W. Shardt; Wen Long; Daifei Liu (Clust. Comput., 2019)

Multimode process monitoring based on robust dictionary learning with application to aluminium electrolysis process. - Chunhua Yang 001; Longfei Zhou; Keke Huang; Hongquan Ji; Cheng Long 001; Xiaofang Chen; Yongfang Xie (Neurocomputing, 2019)

A novel modularity-based discrete state transition algorithm for community detection in networks. - Xiaojun Zhou; Ke Yang; Yongfang Xie; Chunhua Yang 001; Tingwen Huang (Neurocomputing, 2019)

Energy-aware scheduling for information fusion in wireless sensor network surveillance. - Kejiang Xiao; Rui Wang 013; Hua Deng; Lei Zhang 091; Chunhua Yang 001 (Inf. Fusion, 2019)

Asynchronous output feedback control for fuzzy Markovian jump systems via sliding mode. - Chenglong Du; Chunhua Yang 001; Fanbiao Li; Peng Shi 001 (J. Frankl. Inst., 2019)

The Bang-Bang Property of Time-Varying Optimal Time Control for Null Controllable Heat Equation. - Dong-Hui Yang; Bao-Zhu Guo; Weihua Gui 001; Chunhua Yang 001 (J. Optim. Theory Appl., 2019)

Dynamic optimization based on state transition algorithm for copper removal process. - Miao Huang; Xiaojun Zhou; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (Neural Comput. Appl., 2019)

Stability and Set Stability in Distribution of Probabilistic Boolean Networks. - Yuqian Guo; Rongpei Zhou; Yuhu Wu; Weihua Gui 001; Chunhua Yang 001 (IEEE Trans. Autom. Control., 2019)

Distributed Optimization With Nonconvex Velocity Constraints, Nonuniform Position Constraints, and Nonuniform Stepsizes. - Peng Lin 001; Wei Ren 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Autom. Control., 2019)

Distributed Continuous-Time and Discrete-Time Optimization With Nonuniform Unbounded Convex Constraint Sets and Nonuniform Stepsizes. - Peng Lin 001; Wei Ren 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Autom. Control., 2019)

A Uniform Modeling Method Based on Open-Circuit Faults Analysis for NPC-Three-Level Converter. - Tao Peng 010; Hongwei Tao; Chao Yang 017; Zhiwen Chen 001; Chunhua Yang 001; Weihua Gui 001; Hamid Reza Karimi (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Containment Control for Discrete-Time Multiagent Systems With Communication Delays and Switching Topologies. - Quan Xiong; Peng Lin 001; Wei Ren 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2019)

A Statistical Study on Parameter Selection of Operators in Continuous State Transition Algorithm. - Xiaojun Zhou; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2019)

A Cumulative Canonical Correlation Analysis-Based Sensor Precision Degradation Detection Method. - Zhiwen Chen 001; Chunhua Yang 001; Tao Peng 010; Hanbing Dan; Changgeng Li; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2019)

Generalized Predictive Control for Industrial Processes Based on Neuron Adaptive Splitting and Merging RBF Neural Network. - Shiwen Xie; Yongfang Xie; Tingwen Huang; Weihua Gui 001; Chunhua Yang 001 (IEEE Trans. Ind. Electron., 2019)

Distributed Containment Control of Continuous-Time Multiagent Systems With Nonconvex Control Input Constraints. - Chunhua Yang 001; Mengmeng Duan; Peng Lin 001; Wei Ren 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2019)

A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring. - Zhiwen Chen 001; Yue Cao 004; Steven X. Ding; Kai Zhang 015; Tim Koenings; Tao Peng 010; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2019)

Temperature Measurement and Compensation Method of Blast Furnace Molten Iron Based on Infrared Computer Vision. - Dong Pan; Zhaohui Jiang 001; Zhipeng Chen 002; Weihua Gui 001; Yongfang Xie; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2019)

A Hybrid Feature Selection Method Based on Binary State Transition Algorithm and ReliefF. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou; Tingwen Huang (IEEE J. Biomed. Health Informatics, 2019)

A Novel Asynchronous Control for Artificial Delayed Markovian Jump Systems via Output Feedback Sliding Mode Approach. - Chenglong Du; Chunhua Yang 001; Fanbiao Li; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2019)

Time-varying formation control of singular multi-agent systems with multiple leaders. - Xiaofan Liu; Yongfang Xie; Fanbiao Li; Chunhua Yang 001 (ICCA, 2020)

Temperature Balancing Method Based on FCSM2 PC for Three-level Inverters. - Tao Peng 010; Feiran Xie; Chao Yang 017; Zhiwen Chen 001; Chunhua Yang 001 (ISIE, 2020)

Energy Consumption Forecasting for the Nonferrous Metallurgy Industry Using Hybrid Support Vector Regression with an Adaptive State Transition Algorithm. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou; Shengxiang Yang (Cogn. Comput., 2020)

An ensemble learning framework based on group decision making. - Jingyi He; Xiaojun Zhou; Rundong Zhang; Chunhua Yang 001 (CoRR, 2020)

Multi-scale local LSSVM based spatiotemporal modeling and optimal control for the goethite process. - Jiayang Dai; Ning Chen 009; Biao Luo 001; Weihua Gui 001; Chunhua Yang 001 (Neurocomputing, 2020)

Power scheduling optimization under single-valued neutrosophic uncertainty. - Jie Han 004; Chunhua Yang 001; Cheng-Chew Lim; Xiaojun Zhou; Peng Shi 001; Weihua Gui 001 (Neurocomputing, 2020)

Optimizing zinc electrowinning processes with current switching via Deep Deterministic Policy Gradient learning. - Xiongtao Shi; Yonggang Li; Bei Sun; Honglei Xu; Chunhua Yang 001; Hongqiu Zhu (Neurocomputing, 2020)

Deep quality-related feature extraction for soft sensing modeling: A deep learning approach with hybrid VW-SAE. - Xiaofeng Yuan; Chen Ou; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2020)

Using hybrid normalization technique and state transition algorithm to VIKOR method for influence maximization problem. - Xiaojun Zhou; Rundong Zhang; Ke Yang; Chunhua Yang 001; Tingwen Huang (Neurocomputing, 2020)

Stacked isomorphic autoencoder based soft analyzer and its application to sulfur recovery unit. - Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (Inf. Sci., 2020)

Non-ferrous metals price forecasting based on variational mode decomposition and LSTM network. - Yishun Liu; Chunhua Yang 001; Keke Huang; Weihua Gui 001 (Knowl. Based Syst., 2020)

Adaptive over-sampling method for classification with application to imbalanced datasets in aluminum electrolysis. - Zhaoke Huang; Chunhua Yang 001; Xiaofang Chen; Keke Huang; Yongfang Xie (Neural Comput. Appl., 2020)

Simultaneous Determination of Metal Ions in Zinc Sulfate Solution Using UV-Vis Spectrometry and SPSE-XGBoost Method. - Fei Cheng; Chunhua Yang 001; Can Zhou; Lijuan Lan; Hongqiu Zhu; Yonggang Li (Sensors, 2020)

Reweighted Compressed Sensing-Based Smart Grids Topology Reconstruction With Application to Identification of Power Line Outage. - Keke Huang; Zili Xiang; Wenfeng Deng; Xiaoqi Tan; Chunhua Yang 001 (IEEE Syst. J., 2020)

Kernel intuitionistic fuzzy c-means and state transition algorithm for clustering problem. - Xiaojun Zhou; Rundong Zhang; Xiangyue Wang; Tingwen Huang; Chunhua Yang 001 (Soft Comput., 2020)

An Improved Homogeneous Polynomial Approach for Adaptive Sliding-Mode Control of Markov Jump Systems With Actuator Faults. - Chenglong Du; Fanbiao Li; Chunhua Yang 001 (IEEE Trans. Autom. Control., 2020)

Asynchronous Filtering for Delayed Markovian Jump Systems via Homogeneous Polynomial Approach. - Fanbiao Li; Xin Li 055; Xian Zhang 002; Chunhua Yang 001 (IEEE Trans. Autom. Control., 2020)

Structure Dictionary Learning-Based Multimode Process Monitoring and its Application to Aluminum Electrolysis Process. - Keke Huang; Yiming Wu; Chunhua Yang 001; Gongzhuang Peng; Weiming Shen 001 (IEEE Trans Autom. Sci. Eng., 2020)

Self-Learning Hot Data Prediction: Where Echo State Network Meets NAND Flash Memories. - Qiwu Luo; Xiaoxin Fang; Yichuang Sun; Jiaqiu Ai; Chunhua Yang 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

A Distributed Dynamic Event-Triggered Control Approach to Consensus of Linear Multiagent Systems With Directed Networks. - Wenfeng Hu; Chunhua Yang 001; Tingwen Huang; Weihua Gui 001 (IEEE Trans. Cybern., 2020)

Hierarchical Quality-Relevant Feature Representation for Soft Sensor Modeling: A Novel Deep Learning Strategy. - Xiaofeng Yuan; Jiao Zhou; Biao Huang 001; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2020)

Dynamic Optimization for Copper Removal Process With Continuous Production Constraints. - Xiaojun Zhou; Miao Huang; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2020)

Multivariate Regression Model for Industrial Process Measurement Based on Double Locally Weighted Partial Least Squares. - Junming Chen; Chunhua Yang 001; Can Zhou; Yonggang Li; Hongqiu Zhu; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2020)

Noise-Robust Self-Adaptive Support Vector Machine for Residual Oxygen Concentration Measurement. - Jianjun He; Cao Song; Qiwu Luo; Lijuan Lan; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2020)

Transfer Dictionary Learning Method for Cross-Domain Multimode Process Monitoring and Fault Isolation. - Keke Huang; Haofei Wen; Can Zhou; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2020)

Harmonic Amplitude Dispersion: When Production Intrinsic Prior Meets Oxygen Concentration Detection of Pharmaceutical Glass Vials. - Zihuai Liu; Yonggang Li; Qiwu Luo; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2020)

Automated Visual Defect Detection for Flat Steel Surface: A Survey. - Qiwu Luo; Xiaoxin Fang; Li Liu 002; Chunhua Yang 001; Yichuang Sun (IEEE Trans. Instrum. Meas., 2020)

Automated Visual Defect Classification for Flat Steel Surface: A Survey. - Qiwu Luo; Xiaoxin Fang; Jiaojiao Su; Jian Zhou; Bingxing Zhou; Chunhua Yang 001; Li Liu 002; Weihua Gui 001; Lu Tian (IEEE Trans. Instrum. Meas., 2020)

Headspace Oxygen Concentration Measurement for Pharmaceutical Glass Bottles in Open-Path Optical Environment Using TDLAS/WMS. - Qiwu Luo; Cao Song; Chunhua Yang 001; Weihua Gui 001; Yichuang Sun; Zoe Jeffrey (IEEE Trans. Instrum. Meas., 2020)

A Deep Supervised Learning Framework for Data-Driven Soft Sensor Modeling of Industrial Processes. - Xiaofeng Yuan; Yongjie Gu; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Optimal Setting and Control for Iron Removal Process Based on Adaptive Neural Network Soft-Sensor. - Shiwen Xie; Yongfang Xie; Fanbiao Li; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

GCN-CAM: A new graph convolutional network-based fault diagnosis method with its interpretability analysis. - Zhiwen Chen 001; Jiamin Xu; Tao Peng 010; Chunhua Yang 001; Xinyu Fan; Weihua Gui 001 (CAA SAFEPROCESS, 2021)

Distributed dictionary learning for industrial process monitoring with big data. - Keke Huang; Ke Wei 002; Yonggang Li; Chunhua Yang 001 (Appl. Intell., 2021)

Functional deep echo state network improved by a bi-level optimization approach for multivariate time series classification. - Zhaoke Huang; Chunhua Yang 001; Xiaofang Chen; Xiaojun Zhou; Guo Chen 005; Tingwen Huang; Weihua Gui 001 (Appl. Soft Comput., 2021)

A novel adaptive generic model control strategy for internal thermally coupled air separation columns with multivariable recursive estimation. - Ja'afar Sulaiman Zangina; Wenhai Wang; Weizhong Qin; Weihua Gui 001; Youxian Sun; Shenghu Xu; Chunhua Yang 001; Daoxiong Xie; Yalin Wang 003; Xinggao Liu (Comput. Chem. Eng., 2021)

Graph neural network-based fault diagnosis: a review. - Zhiwen Chen 001; Jiamin Xu; Cesare Alippi; Steven X. Ding; Yuri A. W. Shardt; Tao Peng 010; Chunhua Yang 001 (CoRR, 2021)

Multi-objective optimization for autonomous driving strategy based on Deep Q Network. - Tianmeng Hu; Biao Luo 001; Chunhua Yang 001 (Discov. Artif. Intell., 2021)

Common and specific deep feature representation for multimode process monitoring using a novel variable-wise weighted parallel network. - Kai Wang 024; Zhiying Guo; Yalin Wang 003; Xiaofeng Yuan; Chunhua Yang 001 (Eng. Appl. Artif. Intell., 2021)

A fast constrained state transition algorithm. - Xiaojun Zhou; Jituo Tian; Jianpeng Long; Yaochu Jin; Guo Yu 001; Chunhua Yang 001 (Neurocomputing, 2021)

A geometry constrained dictionary learning method for industrial process monitoring. - Keke Huang; Haofei Wen; Han Liu 002; Chunhua Yang 001; Weihua Gui 001 (Inf. Sci., 2021)

Event-triggered asynchronous sliding mode control of CSTR based on Markov model. - Fanbiao Li; Xiuying Cao; Can Zhou; Chunhua Yang 001 (J. Frankl. Inst., 2021)

A classification-driven neuron-grouped SAE for feature representation and its application to fault classification in chemical processes. - Zhuofu Pan; Yalin Wang 003; Xiaofeng Yuan; Chunhua Yang 001; Weihua Gui 001 (Knowl. Based Syst., 2021)

Smoothing Complete Feature Pyramid Networks for Roll Mark Detection of Steel Strips. - Qiwu Luo; Weiqiang Jiang; Jiaojiao Su; Jiaqiu Ai; Chunhua Yang 001 (Sensors, 2021)

Global Reconstruction of Complex Network Topology via Structured Compressive Sensing. - Jingchao Dai; Keke Huang; Yishun Liu; Chunhua Yang 001; Zhen Wang 004 (IEEE Syst. J., 2021)

Angle-Based Analysis Approach for Distributed Constrained Optimization. - Peng Lin 001; Jiahao Xu 003; Wei Ren 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Autom. Control., 2021)

Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering. - Yichi Zhang; Chunhua Yang 001; Keke Huang; Marko Jusup; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

Stackelberg-Nash Game Approach for Constrained Robust Optimization With Fuzzy Variables. - Jie Han 004; Chunhua Yang 001; Cheng-Chew Lim; Xiaojun Zhou; Peng Shi 001 (IEEE Trans. Fuzzy Syst., 2021)

A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection. - Zhiwen Chen 001; Chang Liu 061; Steven X. Ding; Tao Peng 010; Chunhua Yang 001; Weihua Gui 001; Yuri A. W. Shardt (IEEE Trans. Ind. Electron., 2021)

Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development. - Xiaofeng Yuan; Lin Li 043; Yuri A. W. Shardt; Yalin Wang 003; Chunhua Yang 001 (IEEE Trans. Ind. Electron., 2021)

Optimal Control of Chilled Water System With Ensemble Learning and Cloud Edge Terminal Implementation. - Shijun Deng; Zhiwen Chen 001; Fuhua Kuang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2021)

A Projective and Discriminative Dictionary Learning for High-Dimensional Process Monitoring With Industrial Applications. - Keke Huang; Yiming Wu; Chen Wang 018; Yongfang Xie; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2021)

Hybrid Intelligence Assisted Sample Average Approximation Method for Chance Constrained Dynamic Optimization. - Xiaojun Zhou; Xiangyue Wang; Tingwen Huang; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2021)

Multimode Process Monitoring and Mode Identification Based on Multiple Dictionary Learning. - Keke Huang; Ke Wei 002; Longfei Zhou; Yonggang Li; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2021)

A Hybrid First Principles and Data-Driven Process Monitoring Method for Zinc Smelting Roasting Process. - Huiping Liang; Chunhua Yang 001; Keke Huang; Yonggang Li; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2021)

Deep Nonlinear Dynamic Feature Extraction for Quality Prediction Based on Spatiotemporal Neighborhood Preserving SAE. - Chenliang Liu; Kai Wang 024; Yalin Wang 003; Shengli Xie; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2021)

Waterdrop Removal From Hot-Rolled Steel Strip Surfaces Based on Progressive Recurrent Generative Adversarial Networks. - Qiwu Luo; Kexin Liu; Jiaojiao Su; Chunhua Yang 001; Weihua Gui 001; Li Liu 002; Olli Silvén (IEEE Trans. Instrum. Meas., 2021)

An Industrial Multilevel Knowledge Graph-Based Local-Global Monitoring for Plant-Wide Processes. - Hao Ren 005; Zhiwen Chen 001; Zhaohui Jiang 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2021)

A New Model Transfer Strategy Among Spectrometers Based on SVR Parameter Calibrating. - Can Zhou; Wentao Yu; Keke Huang; Hongqiu Zhu; Yonggang Li; Chunhua Yang 001; Bei Sun (IEEE Trans. Instrum. Meas., 2021)

A Layer-Wise Data Augmentation Strategy for Deep Learning Networks and Its Soft Sensor Application in an Industrial Hydrocracking Process. - Xiaofeng Yuan; Chen Ou; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

False Data Injection Attacks Detection in Smart Grid: A Structural Sparse Matrix Separation Method. - Keke Huang; Zili Xiang; Wenfeng Deng; Chunhua Yang 001; Zhen Wang 004 (IEEE Trans. Netw. Sci. Eng., 2021)

Design and Implementation of Observer-Based Sliding Mode for Underactuated Rendezvous System. - Chenglong Du; Chunhua Yang 001; Fanbiao Li; Weihua Gui 001; Wenbo Li 005 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Compact and Efficient Feature Representation for Defect in hot rolled strip steel: A postion paper. - Jiaojiao Su; Qiwu Luo; Chunhua Yang 001 (ASCC, 2022)

Dynamic historical information incorporated attention deep learning model for industrial soft sensor modeling. - Yalin Wang 003; Diju Liu; Chenliang Liu; Xiaofeng Yuan; Kai Wang 024; Chunhua Yang 001 (Adv. Eng. Informatics, 2022)

A multiobjective state transition algorithm based on modified decomposition method. - Xiaojun Zhou; Yuan Gao; Shengxiang Yang; Chunhua Yang 001; Jiajia Zhou (Appl. Soft Comput., 2022)

Dynamic multi-objective optimization and fuzzy AHP for copper removal process of zinc hydrometallurgy. - Xiaojun Zhou; Yanan Sun 001; Zhaoke Huang; Chunhua Yang 001; Gary G. Yen (Appl. Soft Comput., 2022)

A novel learning-based asynchronous sliding mode control for discrete-time semi-Markov jump systems. - Fanbiao Li; Zheng Wu; Chunhua Yang 001; Yang Shi 001; Tingwen Huang; Weihua Gui 001 (Autom., 2022)

Cooperative control for multiple train systems: Self-adjusting zones, collision avoidance and constraints. - Peng Lin 001; Yu Tian; Gui Gui; Chunhua Yang 001 (Autom., 2022)

Time series clustering method with cluster validation to identify unknown local cell conditions in the aluminum reduction cell. - Zhaoke Huang; Chunhua Yang 001; Xiaofang Chen; Xiaojun Zhou; Weihua Gui 001 (Comput. Ind. Eng., 2022)

Moving time domain blending operational strategy for alumina production by mixed integer optimization. - Yanyan Yin; Lingshuang Kong; Chunhua Yang 001; Weihua Gui 001; Kok Lay Teo (Comput. Chem. Eng., 2022)

Label propagation dictionary learning based process monitoring method for industrial process with between-mode similarity. - Keke Huang; Shijun Tao; Yishun Liu; Chunhua Yang 001; Weihua Gui 001 (Sci. China Inf. Sci., 2022)

Spatial-temporal associations representation and application for process monitoring using graph convolution neural network. - Hao Ren 005; Chunhua Yang 001; Xiaojun Liang; Zhiwen Chen 001; Weihua Gui 001 (CoRR, 2022)

VAE4RSS: A VAE-based neural network approach for robust soft sensor with application to zinc roasting process. - Chen Wang 018; Yonggang Li; Keke Huang; Chunhua Yang 001; Weihua Gui 001 (Eng. Appl. Artif. Intell., 2022)

Video object segmentation based on multi-level target models and feature integration. - Bocong Gao; Yuqian Zhao; Fan Zhang 106; Biao Luo 001; Chunhua Yang 001 (Neurocomputing, 2022)

Static and Dynamic Joint Analysis for Operation Condition Division of Industrial Process With Incremental Learning. - Keke Huang; Ke Wei 002; Yonggang Li; Chunhua Yang 001; Weihua Gui 001 (IEEE Internet Things J., 2022)

Stacked maximal quality-driven autoencoder: Deep feature representation for soft analyzer and its application on industrial processes. - Junming Chen; Shaosheng Fan; Chunhua Yang 001; Can Zhou; Hongqiu Zhu; Yonggang Li (Inf. Sci., 2022)

A multimode mechanism-guided product quality estimation approach for multi-rate industrial processes. - Zhenxiang Feng; Yonggang Li; Bei Sun; Chunhua Yang 001; Tingwen Huang (Inf. Sci., 2022)

Extended dissipative analysis and taxiing control of fuzzy model based aircraft-on-ground systems via sliding mode approach. - Zheng Wu; Hao Peng; Fanbiao Li; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (J. Frankl. Inst., 2022)

New mode cold start monitoring in industrial processes: A solution of spatial-temporal feature transfer. - Kai Wang 024; Wenxuan Zhou; Yanfang Mo; Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001 (Knowl. Based Syst., 2022)

An ensemble learning method based on deep neural network and group decision making. - Xiaojun Zhou; Jingyi He; Chunhua Yang 001 (Knowl. Based Syst., 2022)

Nonlinear bilevel programming approach for decentralized supply chain using a hybrid state transition algorithm. - Xiaojun Zhou; Jituo Tian; Zeyu Wang; Chunhua Yang 001; Tingwen Huang; Xuesong Xu (Knowl. Based Syst., 2022)

Scale-selective and noise-robust extended local binary pattern for texture classification. - Qiwu Luo; Jiaojiao Su; Chunhua Yang 001; Olli Silvén; Li Liu 002 (Pattern Recognit., 2022)

Real-Time Detection and Short-Term Prediction of Blast Furnace Burden Level Based on Space-Time Fusion Features. - Yanli Chen; Zhipeng Chen 002; Weihua Gui 001; Chunhua Yang 001 (Sensors, 2022)

A Monitoring Method Based on FDALM and Its Application in the Sintering Process of Ternary Cathode Material. - Ning Chen 009; Fuhai Hu; Jiayao Chen; Kai Wang 024; Chunhua Yang 001; Weihua Gui 001 (Sensors, 2022)

High-Precision Real-Time Detection of Blast Furnace Stockline Based on High-Dimensional Spatial Characteristics. - Pan Liu; Zhipeng Chen 002; Weihua Gui 001; Chunhua Yang 001 (Sensors, 2022)

Voltage and Current Sensor Fault Diagnosis Method for Traction Converter with Two Stator Current Sensors. - Hongwei Tao; Tao Peng 010; Chao Yang 017; Jinqiu Gao; Chunhua Yang 001; Weihua Gui 001 (Sensors, 2022)

Outlier Detection for Process Monitoring in Industrial Cyber-Physical Systems. - Keke Huang; Haofei Wen; Chunhua Yang 001; Weihua Gui 001; Shiyan Hu 001 (IEEE Trans Autom. Sci. Eng., 2022)

Graph Convolutional Network-Based Method for Fault Diagnosis Using a Hybrid of Measurement and Prior Knowledge. - Zhiwen Chen 001; Jiamin Xu; Tao Peng 010; Chunhua Yang 001 (IEEE Trans. Cybern., 2022)

Consensus for Second-Order Discrete-Time Agents With Position Constraints and Delays. - Peng Lin 001; Yali Liao; Hairong Dong 001; Degang Xu; Chunhua Yang 001 (IEEE Trans. Cybern., 2022)

Reconstruction of Tree Network via Evolutionary Game Data Analysis. - Xiaoping Zheng; Wenhan Wu; Wenfeng Deng; Chunhua Yang 001; Keke Huang (IEEE Trans. Cybern., 2022)

Stackelberg Game Approach for Robust Optimization With Fuzzy Variables. - Jie Han 004; Chunhua Yang 001; Cheng-Chew Lim; Xiaojun Zhou; Peng Shi 001 (IEEE Trans. Fuzzy Syst., 2022)

MPA-RNN: A Novel Attention-Based Recurrent Neural Networks for Total Nitrogen Prediction. - Jingxuan Geng; Chunhua Yang 001; Yonggang Li; Lijuan Lan; Qiwu Luo (IEEE Trans. Ind. Informatics, 2022)

Cloud-Edge Collaborative Method for Industrial Process Monitoring Based on Error-Triggered Dictionary Learning. - Keke Huang; Zui Tao; Chen Wang 018; Tianxu Guo; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2022)

A Novel Soft Sensor Modeling Approach Based on Difference-LSTM for Complex Industrial Process. - Jiayi Zhou; Xiaoli Wang 005; Chunhua Yang 001; Wei Xiong (IEEE Trans. Ind. Informatics, 2022)

A Novel Semisupervised Regression Method for Online Total Nitrogen Detection Using Double Structural Sparse Feature Extraction. - Jingxuan Geng; Chunhua Yang 001; Yonggang Li; Fengxue Zhang; Lijuan Lan; Jie Han 004; Can Zhou (IEEE Trans. Instrum. Meas., 2022)

Industrial Process Modeling and Monitoring Based on Jointly Specific and Shared Dictionary Learning. - Keke Huang; Zui Tao; Bei Sun; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2022)

Unified Stationary and Nonstationary Data Representation for Process Monitoring in IIoT. - Keke Huang; Li Zhang 058; Chunhua Yang 001; Weihua Gui 001; Shiyan Hu 001 (IEEE Trans. Instrum. Meas., 2022)

Harmonic Amplitude Pass Probability: A Lightweight Signal Descriptor for Oxygen Concentration Detection in Pharmaceutical Glass Vials. - Zihuai Liu; Yonggang Li; Qiwu Luo; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2022)

CAT-EDNet: Cross-Attention Transformer-Based Encoder-Decoder Network for Salient Defect Detection of Strip Steel Surface. - Qiwu Luo; Jiaojiao Su; Chunhua Yang 001; Weihua Gui 001; Olli Silvén; Li Liu 002 (IEEE Trans. Instrum. Meas., 2022)

Layer-Wise Residual-Guided Feature Learning With Deep Learning Networks for Industrial Quality Prediction. - Yalin Wang 003; Jiang Luo; Chenliang Liu; Xiaofeng Yuan; Kai Wang 024; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2022)

Fault Diagnosis of Hydraulic Systems Based on Deep Learning Model With Multirate Data Samples. - Keke Huang; Shujie Wu; Fanbiao Li; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Deep Neural Network-Embedded Stochastic Nonlinear State-Space Models and Their Applications to Process Monitoring. - Kai Wang 024; Junghui Chen; Zhihuan Song; Yalin Wang 003; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Optimal Temperature Rise Control for a Large-Scale Vertical Quench Furnace System. - Ling Shen; Zhipeng Chen 002; Zhaohui Jiang 001; Jianjun He; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Performance Monitoring and Trend Visualization of Chillers Based on Principal Component Analysis and Its Application. - Qiao Deng; Zhiwen Chen 001; Peng Tang; Tao Peng 010; Chunhua Yang 001 (SAFEPROCESS, 2023)

Reinforcement Learning-based Operational Decision-Making in the Process Industry Using Multi-View Data. - Chenliang Liu; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (CDC, 2023)

An Ontology for Industrial Intelligent Model Library and Its Distributed Computing Application. - Cunnian Gao; Hao Ren 005; Wei Cui; Xiaojun Liang; Chunhua Yang 001; Weihua Gui 001; Bei Sun; Keke Huang (ICONIP (11), 2023)

Industry-Oriented Lightweight Simulation System. - Changwei Liu; Hao Ren 005; Nan Zhou 004; Guoqiang Li; Xiaojun Liang; Weihua Gui 001; Chunhua Yang 001 (ICPADS, 2023)

Operation Output-Feedback Predictive Control Based on Model Order Reduction and Predictive Optimization in Industrial Processes. - Wenfeng Deng; Chunhua Yang 001; Ke Wei 002; Keke Huang (IECON, 2023)

An improved TOPSIS-based multi-criteria decision-making approach for evaluating the working condition of the aluminum reduction cell. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou; Weihua Gui 001 (Eng. Appl. Artif. Intell., 2023)

Semi-supervised LSTM with historical feature fusion attention for temporal sequence dynamic modeling in industrial processes. - Yiyin Tang; Yalin Wang 003; Chenliang Liu; Xiaofeng Yuan; Kai Wang 024; Chunhua Yang 001 (Eng. Appl. Artif. Intell., 2023)

A cascaded modeling approach for comprehensive reaction state perception of a hydrometallurgical reactor. - Xulong Zhang 008; Yonggang Li; Shuang Long; Guoxin Liu; Bei Sun; Chunhua Yang 001 (Eng. Appl. Artif. Intell., 2023)

A Systematic Procurement Supply Chain Optimization Technique Based on Industrial Internet of Things and Application. - Yishun Liu; Chunhua Yang 001; Keke Huang; Weihua Gui 001; Shiyan Hu 001 (IEEE Internet Things J., 2023)

A hierarchical evolution of neural architecture search method based on state transition algorithm. - Yangyi Du; Xiaojun Zhou; Tingwen Huang; Chunhua Yang 001 (Int. J. Mach. Learn. Cybern., 2023)

BASeg: Boundary aware semantic segmentation for autonomous driving. - Xiaoyang Xiao; Yuqian Zhao; Fan Zhang 106; Biao Luo 001; Ling-Li Yu; Baifan Chen; Chunhua Yang 001 (Neural Networks, 2023)

Association Hierarchical Representation Learning for Plant-Wide Process Monitoring by Using Multilevel Knowledge Graph. - Hao Ren 005; Zhiwen Chen 001; Xiaojun Liang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Artif. Intell., 2023)

Robust Structure Identification of Industrial Cyber-Physical System From Sparse Data: A Network Science Perspective. - Yichi Zhang; Chunhua Yang 001; Keke Huang; Can Zhou; Yonggang Li (IEEE Trans Autom. Sci. Eng., 2023)

Imputation of Missing Values in Time Series Using an Adaptive-Learned Median-Filled Deep Autoencoder. - Zhuofu Pan; Yalin Wang 003; Kai Wang 024; Hongtian Chen; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2023)

Geometric Feature Mining for the Residual Oxygen Measurement of Pharmaceutical Glass Vials on a Filling Production Line. - Zihuai Liu; Yonggang Li; Qiwu Luo; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2023)

Trustworthiness of Process Monitoring in IIoT Based on Self-Weighted Dictionary Learning. - Keke Huang; Shijun Tao; Dehao Wu; Chunhua Yang 001; Weihua Gui 001; Shiyan Hu 001 (IEEE Trans. Ind. Informatics, 2023)

Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes. - Diju Liu; Yalin Wang 003; Chenliang Liu; Xiaofeng Yuan; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2023)

Oversmoothing Relief Graph Convolutional Network-Based Fault Diagnosis Method With Application to the Rectifier of High-Speed Trains. - Jiamin Xu; Haobin Ke; Zhiwen Chen 001; Xinyu Fan; Tao Peng 010; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2023)

Abnormal Operating Condition Identification of Industrial Processes Based on Deep Learning With Global-Local Slow Feature Analysis. - Zhenxiang Feng; Yonggang Li; Bei Sun; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2023)

Multiple Harmonic Information Fusion for Residual Oxygen Concentration Analysis of Pharmaceutical Glass Vials. - Zihuai Liu; Linli Zhang; Yonggang Li; Qiwu Luo; Chunhua Yang 001; Yibo Wang; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2023)

Rain-Like Layer Removal From Hot-Rolled Steel Strip Based on Attentive Dual Residual Generative Adversarial Network. - Qiwu Luo; Handong He; Kexin Liu; Chunhua Yang 001; Olli Silvén; Li Liu 002 (IEEE Trans. Instrum. Meas., 2023)

Temperature Field Prediction Model for Zinc Oxide Rotary Volatile Kiln Based on the Fusion of Thermodynamics and Infrared Images. - Fengrun Tang; Yonggang Li; Xiaojun Liang; Chaobo Zhang; Keke Huang; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2023)

Revolutionizing Flotation Process Working Condition Identification Based on Froth Audio. - Yalin Wang 003; Chenliang Liu; Hansheng Wu; Qingkai Sui; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2023)

Distributed Network Reconstruction Based on Binary Compressed Sensing via ADMM. - Yishun Liu; Keke Huang; Chunhua Yang 001; Zhen Wang 004 (IEEE Trans. Netw. Sci. Eng., 2023)

Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks. - Yichi Zhang; Chunhua Yang 001; Keke Huang; Yonggang Li (IEEE Trans. Netw. Sci. Eng., 2023)

LSTMED: An uneven dynamic process monitoring method based on LSTM and Autoencoder neural network. - Wenfeng Deng; Yuxuan Li; Keke Huang; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (Neural Networks, 2023)

Leader-following consensus of linear multi-agent systems via reset control: A time-varying systems approach. - Wenfeng Hu; Yi Cheng; Chunhua Yang 001 (Autom., 2023)

A novel total nitrogen prediction method based on recurrent neural networks utilizing cross-coupling attention and selective attention. - Jingxuan Geng; Chunhua Yang 001; Lijuan Lan; Yonggang Li; Jie Han 004; Can Zhou (Neurocomputing, 2023)

Cluster-based industrial KPIs forecasting considering the periodicity and holiday effect using LSTM network and MSVR. - Ziyuan Wang; Can Zhou; Yishun Liu; Keke Huang; Chunhua Yang 001 (Adv. Eng. Informatics, 2023)

An Improved Co-Design Method of Dynamical Controller and Asynchronous Integral-Type Event-Triggered Mechanisms. - Chenglong Du; Yang Shi 001; Fanbiao Li; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2023)

A novel adaptive optimization method for deep learning with application to froth floatation monitoring. - Boyan Ma; Yangyi Du; Xiaojun Zhou; Chunhua Yang 001 (Appl. Intell., 2023)

Integral Event-Triggered Attack-Resilient Control of Aircraft-on-Ground Synergistic Turning System With Uncertain Tire Cornering Stiffness. - Chenglong Du; Fanbiao Li; Yang Shi 001; Chunhua Yang 001; Weihua Gui 001 (IEEE CAA J. Autom. Sinica, 2023)

Nonstationary Industrial Process Monitoring Based on Stationary Projective Dictionary Learning. - Keke Huang; Li Zhang 058; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Control. Syst. Technol., 2023)

Event-Triggered Optimal Control for Temperature Field of Roller Kiln Based on Adaptive Dynamic Programming. - Ning Chen 009; Binyan Li; Biao Luo 001; Weihua Gui 001; Chunhua Yang 001 (IEEE Trans. Cybern., 2023)

Adaptive Multimode Process Monitoring Based on Mode-Matching and Similarity-Preserving Dictionary Learning. - Keke Huang; Zui Tao; Yishun Liu; Bei Sun; Chunhua Yang 001; Weihua Gui 001; Shiyan Hu 001 (IEEE Trans. Cybern., 2023)

Multichannel Domain Adaptation Graph Convolutional Networks-Based Fault Diagnosis Method and With Its Application. - Zhiwen Chen 001; Haobin Ke; Jiamin Xu; Tao Peng 010; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2023)

Flocking of Multiagent Systems With Nonuniform and Nonconvex Input Constraints. - Yi Huang 007; Wentuo Fang; Zhiyong Chen 001; Yonggang Li; Chunhua Yang 001 (IEEE Trans. Autom. Control., 2023)

Neuron-Compressed Deep Neural Network and Its Application in Industrial Anomaly Detection. - Kai Wang 024; Caoyin Yan; Yanfang Mo; Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2023)

Brain-inspired STA for parameter estimation of fractional-order memristor-based chaotic systems. - Zhaoke Huang; Chunhua Yang 001; Xiaojun Zhou; Weihua Gui 001; Tingwen Huang (Appl. Intell., 2023)

Nonlinear MPC based on elastic autoregressive fuzzy neural network with roasting process application. - Huiping Liang; Chunhua Yang 001; Yonggang Li; Bei Sun; Zhenxiang Feng (Expert Syst. Appl., 2023)

A visual analytics approach for multi-attribute decision making based on intuitionistic fuzzy AHP and UMAP. - Yanan Sun 001; Xiaojun Zhou; Chunhua Yang 001; Tingwen Huang (Inf. Fusion, 2023)

Predictive hierarchical reinforcement learning for path-efficient mapless navigation with moving target. - Hanxiao Li; Biao Luo 001; Wei Song 008; Chunhua Yang 001 (Neural Networks, 2023)

Ingot oxide slag detection using two-stage UNet network based on mixed supervised learning. - Jie Wu 039; Degang Xu; Chunhua Yang 001; Weihua Gui 001 (Neural Comput. Appl., 2023)

Data-Driven State Transition Algorithm for Fuzzy Chance-Constrained Dynamic Optimization. - Feifan Lin; Xiaojun Zhou; Chaojie Li; Tingwen Huang; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

MCTAN: A Novel Multichannel Temporal Attention-Based Network for Industrial Health Indicator Prediction. - Lei Ren 001; Yuxin Liu 004; Di Huang 001; Keke Huang; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

A constrained multi-objective deep reinforcement learning approach for temperature field optimization of zinc oxide rotary volatile kiln. - Fengrun Tang; Zhenxiang Feng; Yonggang Li; Chunhua Yang 001; Bei Sun (Adv. Eng. Informatics, 2023)

TSDTVOS: Target-guided spatiotemporal dual-stream transformers for video object segmentation. - Wei Zhou; Yuqian Zhao; Fan Zhang 106; Biao Luo 001; Lingli Yu; Baifan Chen; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2023)

MO-MIX: Multi-Objective Multi-Agent Cooperative Decision-Making With Deep Reinforcement Learning. - Tianmeng Hu; Biao Luo 001; Chunhua Yang 001; Tingwen Huang (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Federated Dictionary Learning Method for Process Monitoring With Industrial Applications. - Keke Huang; Xinyi Liu; Fanbiao Li; Chunhua Yang 001; Okyay Kaynak; Tingwen Huang (IEEE Trans. Artif. Intell., 2023)

Adaptive Fuzzy Boundary Observer Design for Uncertain Linear Coupled Hyperbolic Partial Differential Equation Systems. - Linbin Teng; Yuan Yuan 017; Biao Luo 001; Chunhua Yang 001; Stevan Dubljevic; Tingwen Huang; Xiaodong Xu 002 (IEEE Trans. Fuzzy Syst., 2023)

A soft sensor modeling framework embedded with domain knowledge based on spatio-temporal deep LSTM for process industry. - Jiayi Zhou; Chunhua Yang 001; Xiaoli Wang 005; Siyu Cao (Eng. Appl. Artif. Intell., 2023)

Rotary Kiln Temperature Control Under Multiple Operating Conditions: an Error-Triggered Adaptive Model Predictive Control Solution. - Keke Huang; Peng Wang 175; Ke Wei 002; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Control. Syst. Technol., 2023)

LSTM-MPC: A Deep Learning Based Predictive Control Method for Multimode Process Control. - Keke Huang; Ke Wei 002; Fanbiao Li; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2023)

An interactive feature selection method based on multi-step state transition algorithm for high-dimensional data. - Yangyi Du; Xiaojun Zhou; Chunhua Yang 001; Tingwen Huang (Knowl. Based Syst., 2023)

Wasserstein Distance Based Domain Adversarial Autoencoder for Industrial Few-sample Fault Detection. - Ruiyi Fang; Kai Wang 024; Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001 (ASCC, 2024)

CRPE-MViT: An Enhanced Transformer Model with Circular Relative Positional Encoding for the Condition Identification of Zinc Oxide Rotary Kiln. - Hao Wang; Chaobo Zhang; Wenxiong Kang; Xiaojun Liang; Jiarong Li; Chunhua Yang 001; Weihua Gui 001 (CSAI, 2024)

ROSE-BOX: An Approach for Intrusion Detection in Industrial Internet of Things. - Silin Peng; Yu Han; Xiaojun Liang; Chunhua Yang 001; Weihua Gui 001; Nan Zhou 004 (ISPA, 2024)

An ensembled multilabel classification method for the short-circuit detection of electrolytic refining. - Yusi Dai; Chunhua Yang 001; Hongqiu Zhu; Can Zhou (Adv. Eng. Informatics, 2024)

Zinc roasting temperature field control with CFD model and reinforcement learning. - Huiping Liang; Chunhua Yang 001; Mingjie Lv; Xulong Zhang 008; Zhenxiang Feng; Yonggang Li; Bei Sun (Adv. Eng. Informatics, 2024)

Graph-based active semi-supervised learning: Case study in water quality monitoring. - Zesen Wang; Yonggang Li; Chunhua Yang 001; Hongqiu Zhu; Can Zhou (Adv. Eng. Informatics, 2024)

A dynamic graph structure identification method of spatio-temporal correlation in an aluminum electrolysis cell. - Yubo Sun; Xiaofang Chen; Lihui Cen; Weihua Gui 001; Chunhua Yang 001; Zhong Zou (Appl. Soft Comput., 2024)

Adaptive observer-based integral event-triggered antivibration control of a full aircraft active landing gear system with irregular runway excitations. - Wenxiao Hu; Chenglong Du; Fanbiao Li; Xinmin Chen; Chunhua Yang 001; Weihua Gui 001 (Sci. China Inf. Sci., 2024)

AIGC for Industrial Time Series: From Deep Generative Models to Large Generative Models. - Lei Ren 001; Haiteng Wang; Yang Tang; Chunhua Yang 001 (CoRR, 2024)

Canonical Correlation Guided Deep Neural Network. - Zhiwen Chen 001; Siwen Mo; Haobin Ke; Steven X. Ding; Zhaohui Jiang 001; Chunhua Yang 001; Weihua Gui 001 (CoRR, 2024)

Multi-objective optimization and decision making for integrated energy system using STA and fuzzy TOPSIS. - Xiaojun Zhou; Wan Tan; Yanan Sun 001; Tingwen Huang; Chunhua Yang 001 (Expert Syst. Appl., 2024)

A novel state transition algorithm with adaptive fuzzy penalty for multi-constraint UAV path planning. - Xiaojun Zhou; Zhouhang Tang; Nan Wang; Chunhua Yang 001; Tingwen Huang (Expert Syst. Appl., 2024)

Exploring heterophily in calibration of graph neural networks. - Xiaotian Xie; Biao Luo 001; Yingjie Li 008; Chunhua Yang 001; Weihua Gui 001 (Neurocomputing, 2024)

A large-scale graph clustering method for cell conditions spatio-temporal localization in aluminum electrolysis. - Yubo Sun; Weihua Gui 001; Xiaofang Chen; Lihui Cen; Chunhua Yang 001; Zhong Zou (Inf. Sci., 2024)

Spiking autoencoder for nonlinear industrial process fault detection. - Bochun Yue; Kai Wang 024; Hongqiu Zhu; Xiaofeng Yuan; Chunhua Yang 001 (Inf. Sci., 2024)

An efficient ensemble learning method based on multi-objective feature selection. - Xiaojun Zhou; Weijun Yuan; Qian Gao; Chunhua Yang 001 (Inf. Sci., 2024)

Collision avoidance control for limited perception unmanned surface vehicle swarm based on proximal policy optimization. - Mengmeng Yin; Yiyun Zhao; Fanbiao Li; Bin Liu; Chunhua Yang 001; Weihua Gui 001 (J. Frankl. Inst., 2024)

Object detection on low-resolution images with two-stage enhancement. - Minghong Li; Yuqian Zhao; Gui Gui; Fan Zhang 106; Biao Luo 001; Chunhua Yang 001; Weihua Gui 001; Kan Chang; Hui Wang 069 (Knowl. Based Syst., 2024)

Adversarial domain adaptation network with MixMatch for incipient fault diagnosis of PMSM under multiple working conditions. - Xia Peng; Tao Peng 010; Chao Yang 017; ChengLei Ye; Zhiwen Chen 001; Chunhua Yang 001 (Knowl. Based Syst., 2024)

Concurrent learning adaptive boundary observer design for linear coupled hyperbolic partial differential equation systems. - Linbin Teng; Yuan Yuan 017; Xiaodong Xu 002; Chunhua Yang 001; Biao Luo 001; Stevan Dubljevic; Tingwen Huang (Knowl. Based Syst., 2024)

Robust condition identification against label noise in industrial processes based on trusted connection dictionary learning. - Keke Huang; Shijun Tao; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (Reliab. Eng. Syst. Saf., 2024)

Task-orientated probabilistic damage model with interdependent degradation behaviors for RUL prediction of traction converter systems. - Jing Liao 014; Tao Peng 010; Yansong Xu; Gui Gui; Chao Yang 017; Chunhua Yang 001; Weihua Gui 001 (Reliab. Eng. Syst. Saf., 2024)

Exploring interpretable evolutionary optimization via significance of each constraint and population diversity. - Yalin Wang 003; Xujie Tan; Chenliang Liu; Pei-Qiu Huang; Qingfu Zhang 001; Chunhua Yang 001 (Swarm Evol. Comput., 2024)

Sparse Adversarial Video Attack Based on Dual-Branch Neural Network on Industrial Artificial Intelligence of Things. - Wenfeng Deng; Chunhua Yang 001; Keke Huang; Yishun Liu; Weihua Gui 001; Jun Luo 001 (IEEE Trans. Ind. Informatics, 2024)

Open World Wheels Recognition for Incomplete Data: A Two-Stage Solution Combining Data Generation and Metric Learning. - Keke Huang; Peng Wang 175; Zeyi Liu; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2024)

A Wavelength Modulation Spectroscopy Gas Concentration Detection Method Based on Linear Convolution. - Lijuan Lan; Yibo Wang; Yu Xie; Changsheng Zhang 007; Haoyang Yu; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2024)

Multirate-Former: An Efficient Transformer-Based Hierarchical Network for Multistep Prediction of Multirate Industrial Processes. - Diju Liu; Yalin Wang 003; Chenliang Liu; Xiaofeng Yuan; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2024)

CDDNet: Camouflaged Defect Detection Network for Steel Surface. - Qiwu Luo; Ben Li; Jiaojiao Su; Chunhua Yang 001; Weihua Gui 001; Olli Silvén; Li Liu 002 (IEEE Trans. Instrum. Meas., 2024)

I²GF-Net: Interlayer Information Guidance Feedback Networks for Wood Surface Defect Detection in Complex Texture Backgrounds. - Qiwu Luo; Wenlong Xu; Jiaojiao Su; Chunhua Yang 001; Weihua Gui 001; Olli Silvén; Li Liu 002 (IEEE Trans. Instrum. Meas., 2024)

Missing-Data Imputation With Position-Encoding Denoising Autoencoders for Industrial Processes. - Chen Ou; Hongqiu Zhu; Yuri A. W. Shardt; Lingjian Ye; Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2024)

Data-Driven Plant-Model Mismatch Detection for Closed-Loop LPV System Based on Instrumental Variable Using Sum-of-Norms Regularization. - Yimiao Shi; Yuan Yuan 017; Biao Luo 001; Fanbiao Li; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2024)

A Low-Dimensional Space-Based Redundancy Minimization Semisupervised Modeling Method for Total Nitrogen Detection. - Zesen Wang; Yonggang Li; Chunhua Yang 001; Jingxuan Geng; Jiayi Yue (IEEE Trans. Instrum. Meas., 2024)

A Feature Prefusion and Mask-Guided Network for Camera Decoration Defect Detection. - Hui Wang 069; Yuqian Zhao; Fan Zhang 106; Gui Gui; Qiwu Luo; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2024)

Adaptive, Fuzzy Boundary Observer for a Class of Euler-Bernoulli Beam Systems With Uncertainties. - Ruixin Wu; Yu Xiao 006; Biao Luo 001; Xiaodong Xu 002; Chunhua Yang 001; Tingwen Huang (IEEE Trans. Instrum. Meas., 2024)

Semi-Solid Metal Slag Thickness Distribution Identification Based on Statistical Temporal Fusion of Multisource Image for Robotic Operation. - Jie Wu 039; Degang Xu; Yifan Lei; Rui Zhu; Weihua Gui 001; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2024)

Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling. - Xiaofeng Yuan; Yichen Wang; Chen Wang 018; Lingjian Ye; Kai Wang 024; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001; Feifan Shen (IEEE Trans. Instrum. Meas., 2024)

Lane-Keeping Control of Automatic Steering Systems via Adaptive Fuzzy Sliding-Mode Approach. - Fanbiao Li; Zheng Wu; Nikhil R. Pal; Chunhua Yang 001; Hao Peng; Okyay Kaynak; Tingwen Huang (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Multimodal Data-Driven Reinforcement Learning for Operational Decision-Making in Industrial Processes. - Chenliang Liu; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE CAA J. Autom. Sinica, 2024)

Multi-scale feature selection network for lightweight image super-resolution. - Minghong Li; Yuqian Zhao; Fan Zhang 106; Biao Luo 001; Chunhua Yang 001; Weihua Gui 001; Kan Chang (Neural Networks, 2024)

Fault Diagnosis of Complex Industrial Systems Based on Multi-Granularity Dictionary Learning and Its Application. - Zeyi Liu; Dehao Wu; Keke Huang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2024)

Knowledge-Data-Based Synchronization States Analysis for Process Monitoring and Its Application to Hydrometallurgical Zinc Purification Process. - Hao Ren 005; Chunhua Yang 001; Bei Sun; Xiaojun Liang; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2024)

Metric Learning-Based Fault Diagnosis and Anomaly Detection for Industrial Data With Intraclass Variance. - Keke Huang; Shujie Wu; Bei Sun; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multiscale Feature Fusion and Semi-Supervised Temporal-Spatial Learning for Performance Monitoring in the Flotation Industrial Process. - Yalin Wang 003; Silong Li; Chenliang Liu; Kai Wang 024; Xiaofeng Yuan; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2024)

Adaptive Neural Tracking Control of a Class of Hyperbolic PDE With Uncertain Actuator Dynamics. - Yu Xiao 006; Yuan Yuan 017; Chunhua Yang 001; Biao Luo 001; Xiaodong Xu 002; Stevan Dubljevic (IEEE Trans. Cybern., 2024)

Adaptive Exponential Fault Estimation for 1-D Linear Parabolic PDEs With Process Uncertainties. - Yuan Yuan 017; Xiaodong Xu 002; Chunhua Yang 001; Tingwen Huang; Stevan Dubljevic (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Adaptive Distributed Boundary Vibration Control of Multiagent Euler-Bernoulli Beams via Cooperative Disturbance Observer Network. - Zhibo Zhao; Yuan Yuan 017; Yu Xiao 006; Biao Luo 001; Xiaodong Xu 002; Weihua Gui 001; Chunhua Yang 001; Tingwen Huang (IEEE Syst. J., 2024)

Boundary Optimal Control for Parabolic Distributed Parameter Systems With Value Iteration. - Jingyi Sun; Biao Luo 001; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Cybern., 2024)

Error-Triggered Adaptive Sparse Identification for Predictive Control and Its Application to Multiple Operating Conditions Processes. - Keke Huang; Zui Tao; Yishun Liu; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

ADP-Based Event-Triggered Constrained Optimal Control on Spatiotemporal Process: Application to Temperature Field in Roller Kiln. - Binyan Li; Ning Chen 009; Biao Luo 001; Jiayao Chen; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Spatial-Temporal Variational Graph Attention Autoencoder Using Interactive Information for Fault Detection in Complex Industrial Processes. - Mingjie Lv; Yonggang Li; Huiping Liang; Bei Sun; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

A Novel Sensing Imaging Equipment Under Extremely Dim Light for Blast Furnace Burden Surface: Starlight High-Temperature Industrial Endoscope. - Zhipeng Chen 002; Xinyi Wang; Weihua Gui 001; Jilin Zhu; Chunhua Yang 001; Zhaohui Jiang 001 (IEEE CAA J. Autom. Sinica, 2024)

Blackout Missing Data Recovery in Industrial Time Series Based on Masked-Former Hierarchical Imputation Framework. - Diju Liu; Yalin Wang 003; Chenliang Liu; Kai Wang 024; Xiaofeng Yuan; Chunhua Yang 001 (IEEE Trans Autom. Sci. Eng., 2024)

Digital twin driven soft sensing for key variables in zinc rotary kiln. - Weichao Luo; Chunhua Yang 001; Xiaojun Liang; Chaobo Zhang; Keke Huang; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2024)

PMSA-DyTr: Prior-Modulated and Semantic-Aligned Dynamic Transformer for Strip Steel Defect Detection. - Jiaojiao Su; Qiwu Luo; Chunhua Yang 001; Weihua Gui 001; Olli Silvén; Li Liu 002 (IEEE Trans. Ind. Informatics, 2024)

Attention-Based Interval Aided Networks for Data Modeling of Heterogeneous Sampling Sequences With Missing Values in Process Industry. - Xiaofeng Yuan; Nuo Xu; Lingjian Ye; Kai Wang 024; Feifan Shen; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2024)

Knowledge-Informed Neural Network for Nonlinear Model Predictive Control With Industrial Applications. - Keke Huang; Yanwei Tang; Xinyi Liu; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

A Dynamics-Learning Multirate Estimation Approach for the Feeding Condition Perception of Complex Industry Processes. - Bei Sun; Maosen Fan; Gengchen Liu; Mingjie Lv; Shengyu Liu; Mingfang He; Keke Huang; Chunhua Yang 001 (IEEE Trans. Cybern., 2024)

Quality Prediction Modeling for Industrial Processes Using Multiscale Attention-Based Convolutional Neural Network. - Xiaofeng Yuan; Lingfeng Huang; Lingjian Ye; Yalin Wang 003; Kai Wang 024; Chunhua Yang 001; Weihua Gui 001; Feifan Shen (IEEE Trans. Cybern., 2024)

Temperature Co-Optimization of Zinc Roasting Process Based on Fuzzy Synthetic Evaluation and Temperature Adjustable Margin. - Zhenxiang Feng; Peng Ma; Yonggang Li; Bei Sun; Chunhua Yang 001 (IEEE Trans. Fuzzy Syst., 2024)

Operating Condition Recognition of Industrial Flotation Processes Using Visual and Acoustic Bimodal Autoencoder With Manifold Learning. - Chenliang Liu; Yalin Wang 003; Yijing Fang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2024)

JITL-MBN: A Real-Time Causality Representation Learning for Sensor Fault Diagnosis of Traction Drive System in High-Speed Trains. - Zhiwen Chen 001; Wenying Chen; Xinyu Fan; Tao Peng 010; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Integrated Optimal Control for Electrolyte Temperature With Temporal Causal Network and Reinforcement Learning. - Tianhao Liu; Chunhua Yang 001; Can Zhou; Yonggang Li; Bei Sun (IEEE Trans. Neural Networks Learn. Syst., 2024)

Concurrent Learning Robust Adaptive Fault Tolerant Boundary Regulation of Hyperbolic Distributed Parameter Systems. - Yuan Yuan 017; Xiaodong Xu 002; Chunhua Yang 001; Biao Luo 001; Stevan Dubljevic (IEEE Trans. Neural Networks Learn. Syst., 2024)

Detecting Intelligent Load Redistribution Attack Based on Power Load Pattern Learning in Cyber-Physical Power Systems. - Wenfeng Deng; Zili Xiang; Keke Huang; Jie Liu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2024)

Physical Informed Sparse Learning for Robust Modeling of Distributed Parameter System and Its Industrial Applications. - Keke Huang; Shijun Tao; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2024)

A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process. - Xiaofeng Yuan; Weiwei Xu; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE CAA J. Autom. Sinica, 2024)

Event-Triggered Consensus of Multiagent Systems With Prescribed Performance. - Wenfeng Hu; Yahui Hou; Zhiyong Chen 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Autom. Control., 2024)

Physical-Knowledge Embedded Convolutional Neural Network for Aluminum Electrolysis Superheat Degree Identification. - Chunhua Yang 001; Zhijie Wang; Keke Huang; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2024)

Variable-Period Estimation of Process Industry Indicators Using Working Condition Semantic Representation and Mechanism-Guided Network Groups. - Tianhao Liu; Chunhua Yang 001; Can Zhou; Jing Zhao 010; Yonggang Li; Bei Sun (IEEE Trans. Ind. Informatics, 2024)

ADP-Based Decentralized Controller Design for Nonlinear Time-Delay Interconnected Systems. - Ning Chen 009; Zeng Luo; Binyan Li; Biao Luo 001; Jiayao Chen; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

One Network Fits All: A Self-Organizing Fuzzy Neural Network Based Explicit Predictive Control Method for Multimode Process. - Keke Huang; Xinyu Ying; Xinyi Liu; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Fuzzy Syst., 2024)

Data-Driven Raw Material Robust Procurement for Non-Ferrous Metal Smelter Under Price and Demand Uncertainties. - Yishun Liu; Weiping Liu; Shaochong Lin; Chunhua Yang 001; Keke Huang; Zuo-Jun Max Shen (IEEE Trans Autom. Sci. Eng., 2024)

Identifying the Working Conditions of Semisolid Metal Slagging Operations Under Strong Light Based on Gabor Feature and Multichannel PGAN. - Jie Wu 039; Degang Xu; Weihua Gui 001; Chunhua Yang 001 (IEEE Trans Autom. Sci. Eng., 2024)

Adaptive Attention-Driven Manifold Regularization for Deep Learning Networks: Industrial Predictive Modeling Applications and Beyond. - Chenliang Liu; Yalin Wang 003; Chunhua Yang 001; Henry Leung; Xunyuan Yin (IEEE Trans. Ind. Electron., 2024)

Long Sequence Multivariate Time-Series Forecasting for Industrial Processes Using SASGNN. - Yulong Wang; Xiaoli Wang 005; Jiayi Zhou; Chunhua Yang 001; Yang Yang (IEEE Trans. Ind. Informatics, 2024)

Distributed Pursuit-Evasion Game of Limited Perception USV Swarm Based on Multiagent Proximal Policy Optimization. - Fanbiao Li; Mengmeng Yin; Tengda Wang; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Process Manufacturing Intelligence Empowered by Industrial Metaverse: A Survey. - Weichao Luo; Keke Huang; Xiaojun Liang; Hao Ren 005; Nan Zhou 004; Chaobo Zhang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2024)

Multimodel Self-Learning Predictive Control Method With Industrial Application. - Keke Huang; Xinyu Ying; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2024)

Scope-Free Global Multi-Condition-Aware Industrial Missing Data Imputation Framework via Diffusion Transformer. - Diju Liu; Yalin Wang 003; Chenliang Liu; Xiaofeng Yuan; Kai Wang 024; Chunhua Yang 001 (IEEE Trans. Knowl. Data Eng., 2024)

Harmonic Double Valley Inclination: A Laser Wavelength Self-Diagnosis Identifier for a TDLAS/WMS System on a Filling Production Line. - Zihuai Liu; Yonggang Li; Qiwu Luo; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Electron., 2024)

Global Information-Based Lifelong Dictionary Learning for Multimode Process Monitoring. - Zixuan Chen; Keke Huang; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Reinforcement learning control for systems with unknown coupling induced by the compensator. - Saige Cheng; Yonggang Li; Kai Wang 024; Chunhua Yang 001 (Adv. Eng. Informatics, 2025)

Fast detection of short circuits in copper electrolytic refining with PCA and a branching perceptron. - Yusi Dai; Chunhua Yang 001; Hongqiu Zhu; Can Zhou; Xi Wang (Adv. Eng. Informatics, 2025)

A two-stage multisource heterogeneous information fusion framework for operating condition identification of industrial rotary kilns. - Fengrun Tang; Yonggang Li; Fan Mo; Chunhua Yang 001; Bei Sun (Adv. Eng. Informatics, 2025)

Large language model driven multiple operating conditions identification and predictive control. - Zhongyu Zhang; Minzhi Mao; Keke Huang; Dehao Wu; Chunhua Yang 001 (Appl. Soft Comput., 2025)

Spatiotemporal uncertainty-aware predictive control for industrial distributed parameters systems. - Ziyuan Wang; Yishun Liu; Chunhua Yang 001 (Comput. Chem. Eng., 2025)

Multi-step difference-driven domain adversarial network for few-sample fault detection in dynamic industrial systems. - Ruiyi Fang; Kai Wang 024; Xiaofeng Yuan; Zeyu Yang; Yalin Wang 003; Chunhua Yang 001 (Eng. Appl. Artif. Intell., 2025)

Towards real-time adaptive prediction of rotary kiln processes: An enhanced framework combining parallel temporal convolution and long short-term memory networks. - Xiaoming Wang; Xiaojun Liang; Chaobo Zhang; Chunhua Yang 001; Weihua Gui 001; Yiqi Liu (Eng. Appl. Artif. Intell., 2025)

Self-learning stationary subspace analysis for fault detection of industrial processes with varying operation conditions. - Dehao Wu; Jianan Deng; Jingxin Zhang 002; Keke Huang; Chunhua Yang 001; Weihua Gui 001 (Eng. Appl. Artif. Intell., 2025)

Semantic segmentation model based on edge information for rock structural surface traces detection. - Xiaofeng Yuan; Dun Wu; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001; Shuqiao Cheng; Lingjian Ye; Feifan Shen (Eng. Appl. Artif. Intell., 2025)

An efficient multi-objective state transition algorithm based on improved crowding distance. - Shuang Fang; Yonggang Li; Jie Han 004; Chunhua Yang 001 (Expert Syst. Appl., 2025)

Worst-case robust optimization based on an adaptive incremental Kriging metamodel. - Jie Han 004; Yuxuan Zheng; Kai Wang 024; Chunhua Yang 001; Xin Yuan 008 (Expert Syst. Appl., 2025)

CSFIN: A lightweight network for camouflaged object detection via cross-stage feature interaction. - Minghong Li; Yuqian Zhao; Fan Zhang 106; Gui Gui; Biao Luo 001; Chunhua Yang 001; Weihua Gui 001; Kan Chang (Expert Syst. Appl., 2025)

A metal electrorefining cell condition identification method with entropy-weighted pseudo labeling in label scarcity scenarios. - Tianhao Liu; Chunhua Yang 001; Can Zhou; Yonggang Li; Hongqiu Zhu (Expert Syst. Appl., 2025)

Constrained multi-objective state transition algorithm via adaptive bidirectional coevolution. - Yan Sun; Xiaojun Zhou; Chunhua Yang 001; Tingwen Huang (Expert Syst. Appl., 2025)

R-Net: Recursive decoder with edge refinement network for salient object detection. - Hui Wang 069; Yuqian Zhao; Fan Zhang 106; Gui Gui; Lingli Yu; Baifan Chen; Miao Liao; Chunhua Yang 001; Weihua Gui 001 (Expert Syst. Appl., 2025)

Multi-scale spatio-temporal memory network for semi-supervised video object segmentation. - Hui Wang 069; Yuqian Zhao; Fan Zhang 106; Lingli Yu; Chunhua Yang 001 (Neurocomputing, 2025)

Quality-related fault detection for dynamic process based on quality-driven long short-term memory network and autoencoder. - Yishun Liu; Keke Huang; Benedict Jun Ma; Ke Wei 002; Yuxuan Li; Chunhua Yang 001; Weihua Gui 001 (Neural Networks, 2025)

A novel sim2real reinforcement learning algorithm for process control. - Huiping Liang; Junyao Xie; Biao Huang 001; Yonggang Li; Bei Sun; Chunhua Yang 001 (Reliab. Eng. Syst. Saf., 2025)

Broad reinforcement learning based adaptive state transition algorithm for global optimization. - Yangyi Du; Xiaojun Zhou; Chunhua Yang 001; Weihua Gui 001 (Swarm Evol. Comput., 2025)

Rectifying Systematical Measurement Error Through Majority Pattern Mining and Semi-Supervised Prediction for Industrial Instrument. - Saige Cheng; Yonggang Li; Kai Wang 024; Chunhua Yang 001 (IEEE Trans Autom. Sci. Eng., 2025)

A Weighted Deep Learning-Based Predictive Control for Multimode Nonlinear System With Industrial Applications. - Keke Huang; Wenpu Cao; Yishun Liu; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2025)

Incremental Rank Continual Dictionary Learning for Multimode Process Monitoring With Continually Emerging Operational Mode. - Keke Huang; Weiyi Feng; Zixuan Chen; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2025)

Dynamic Error-Triggered Adaptive Control Method and Its Industrial Applications. - Keke Huang; Pei Li; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2025)

Secure Cloud-Edge Collaborative Method for Dynamic Industrial Process Monitoring Using Self-Updating Dictionary Learning. - Keke Huang; Qinzhe Wang; Zixuan Chen; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2025)

A Novel Chattering-Free Discrete Sliding Mode Controller With Disturbance Compensation for Zinc Roasting Temperature Distribution Control. - Huiping Liang; Bei Sun; Biao Huang 001; Yonggang Li; Chunhua Yang 001 (IEEE Trans Autom. Sci. Eng., 2025)

Learning an Enhanced TCN-LSTM Network for Temperature Process Modeling in Rotary Kilns. - Xiaoming Wang; Yiqi Liu; Xiaojun Liang; Chaobo Zhang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2025)

Adaptive Learning Control for DPS With Continually Emerging Operational Conditions. - Yunfeng Zhang; Chunhua Yang 001; Keke Huang; Dehao Wu; Gui Gui; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2025)

Design and Implementation of Fuzzy-Mode-Based Fault Isolation and Fault-Tolerant Control for Aircraft Electric Braking Systems. - Yiyun Zhao; Zheng Wu; Fanbiao Li; Tao Yang 020; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans Autom. Sci. Eng., 2025)

Efficient Adaptation of Visual Foundation Models for Wood Defect Segmentation via Instance Linking and Feature Disentanglement. - Qiwu Luo; Wenlong Xu; Jiaojiao Su; Chunhua Yang 001; Weihua Gui 001; Olli Silvén (IEEE Trans. Instrum. Meas., 2025)

Spectral Confocal Microdisplacement Measurement Based on Temporal-Spatial Analysis of Spot Profiles. - Qiwu Luo; Tongyu Yang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Instrum. Meas., 2025)

Interpretable Switching Deep Markov Model for Industrial Process Monitoring via Cloud-Edge Collaborative Framework. - Qingkai Sui; Yalin Wang 003; Chenliang Liu; Keke Huang; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2025)

Illumination Consistency Processing Based on Illumination Domain Signal-Guided Unsupervised Generative Adversarial Network for Flotation Froth Images. - Xiaoli Wang 005; Yinan Zhang; Lingshuang Kong; Jiayi Zhou; Chunhua Yang 001 (IEEE Trans. Instrum. Meas., 2025)

Fully Distributed Event-Triggered Control of Nonlinear Multiagent Systems Under Directed Graphs: A Model-Free DRL Approach. - Xiongtao Shi; Yanjie Li; Chenglong Du; Yang Shi 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Autom. Control., 2025)

Attention Mono-Depth: Attention-Enhanced Transformer for Monocular Depth Estimation of Volatile Kiln Burden Surface. - Cong Liu; Chaobo Zhang; Xiaojun Liang; Zhiming Han; Yiming Li; Chunhua Yang 001; Weihua Gui 001; Wen Gao; Xiaohao Wang; Xinghui Li (IEEE Trans. Circuits Syst. Video Technol., 2025)

A Difference Metric Attention With Position Distance-Based Weighting for Transformer in Data Sequence Modeling of Industrial Processes. - Ziyi Yang; Kai Wang 024; Lingjian Ye; Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2025)

A Deep Reinforcement Learning-Based Feature Selection Method for Invasive Disease Event Prediction Using Imbalanced Follow-Up Data. - Yangyi Du; Xiaojun Zhou; Qian Gao; Chunhua Yang 001; Tingwen Huang (IEEE J. Biomed. Health Informatics, 2025)

EaLDL: Element-Aware Lifelong Dictionary Learning for Multimode Process Monitoring. - Keke Huang; Hengxing Zhu; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Koopman-Constrained Hierarchical Deep State Space Model for Industrial Quality Prediction via Cloud-Edge Collaborative Framework. - Qingkai Sui; Yalin Wang 003; Chenliang Liu; Minghao Han; Chunhua Yang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

A Cybersecure Distribution-Free Learning Model for Interval Forecasting of Power Load Under Cyberattacks. - Zhengganzhe Chen; Chenglong Du; Bin Zhang 026; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2025)

A Domain-Knowledge Embedded Framework for Soft Sensing in Complex Industrial Processes With Cascading Equipment. - Bochun Yue; Kai Wang 024; Hongqiu Zhu; Chunhua Yang 001 (IEEE Trans. Ind. Informatics, 2025)

Interpretable Multiobjective Feature Selection via Visualization in Froth Flotation Process. - Xiaojun Zhou; Ming Li; Yangyi Du; Chunhua Yang 001; Shiping Wen 001 (IEEE Trans. Ind. Informatics, 2025)

Adaptive Neural Consensus Observer Networks Design for a Class of Semilinear Parabolic PDE Systems. - Mingxing Cai; Yuan Yuan 017; Biao Luo 001; Fanbiao Li; Xiaodong Xu 002; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Quality-Driven Regularization for Deep Learning Networks and Its Application to Industrial Soft Sensors. - Chen Ou; Hongqiu Zhu; Yuri A. W. Shardt; Lingjian Ye; Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

CSD: An Online Spectral Sensing Method for Wastewater Quality Monitoring Based on Compressed Sensing and Incremental Learning. - Jingxuan Geng; Chunhua Yang 001; Yonggang Li (IEEE Trans. Ind. Electron., 2025)

Corrections to "Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes". - Diju Liu; Yalin Wang 003; Chenliang Liu; Xiaofeng Yuan; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2025)

Contrastive Learning-Based Secure Unsupervised Domain Adaptation Framework and its Application in Cross-Factory Intelligent Manufacturing. - Zeyi Liu; Weihua Gui 001; Keke Huang; Dehao Wu; Yue Liao; Chunhua Yang 001 (IEEE Robotics Autom. Lett., 2025)

A Generalized Integrated Fuzzy-MPC With Optimal Input Excitation for Complex Systems With Industrial Applications. - Keke Huang; Xinyu Ying; Dehao Wu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Fuzzy Syst., 2025)

A Low-Cost Full-Spectrum Acquisition Method Based on Compressed Sensing and its Application in Wastewater Detection. - Mingrui Li; Yonggang Li; Chunhua Yang 001; Can Zhou (IEEE Trans. Ind. Electron., 2025)

Integrated Guidance and Control of Morphing Flight Vehicle via Sliding-Mode-Based Robust Reinforcement Learning. - Chengyu Cao; Fanbiao Li; Qichao Xie; Yuxin Liao; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

ConCM: Consistency-Driven Calibration and Matching for Few-Shot Class-Incremental Learning. - Qinzhe Wang; Zixuan Chen; Keke Huang; Xiu Su; Chunhua Yang 001; Chang Xu (CoRR, 2025)

Optimization Algorithms Based on Double-Integral Coevolutionary Neurodynamics in Deep Learning. - Dan Su; Jie Han 004; Chunhua Yang 001; Weihua Gui 001 (IEEE CAA J. Autom. Sinica, 2025)

Consensus of Nonlinear Uncertain Delayed Multiagent Systems Modeled by PDEs via Adaptive Boundary Control. - Xu Zhang 051; Biao Luo 001; Zipeng Wang 001; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Cybern., 2025)

A Distributed Monitoring Method for Ternary Cathode Materials Sintering Process Based on Gaussianity Preserved DNN-Aided CCA. - Muyan Xie; Ning Chen 009; Zhiwen Chen 001; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Ind. Informatics, 2025)

Intelligent Attitude Control for Morphing Flight Vehicle: A Deep Reinforcement Learning Approach. - Chengyu Cao; Fanbiao Li; Rong Ding; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Veh. Technol., 2025)

Dynamic optimal decision-making for scaling cleaning in the sodium aluminate solution evaporation process. - Liang Zhu; Jie Han 004; Zhuo Zhao; Yishun Liu; Kai Wang 024; Chunhua Yang 001 (Appl. Intell., 2025)

Sliding Mode Learning Control for Interconnected Nonlinear Systems via Data-Driven Self-Triggered Fuzzy Approach. - Fanbiao Li; Tengda Wang; Yiyun Zhao; Tingwen Huang; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Fuzzy Syst., 2025)

A Hierarchical Stochastic Network Approach for Fault Diagnosis of Complex Industrial Processes. - Mingjie Lv; Yonggang Li; Huanzhi Gao; Bei Sun; Keke Huang; Chunhua Yang 001; Weihua Gui 001 (IEEE CAA J. Autom. Sinica, 2025)

Weakly supervised free-space segmentation by fusing spatial priors and region features for auto-driving. - Dongbo Huang; Hui Wang 069; Yuqian Zhao; Feifei Guo; Fan Zhang 106; Pei Chen; Chunhua Yang 001; Weihua Gui 001 (Multim. Syst., 2025)

Adaptive Robust Attitude Control for Multiple Quadrotor Systems via Integral Reinforcement Learning. - Yuhao Zhou; Biao Luo 001; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Aerosp. Electron. Syst., 2025)

Gaussian-based Interval-Aware Transformer With Interval Embedding for Data Sequence Modeling With Irregular Sampling Frequency in Industrial Processes. - Ziyi Yang; Kai Wang 024; Xiaofeng Yuan; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001; Lingjian Ye; Feifan Shen (IEEE Trans. Ind. Informatics, 2025)

Hierarchical Self-Attention Network for Industrial Data Series Modeling With Different Sampling Rates Between the Input and Output Sequences. - Xiaofeng Yuan; Zhenzhen Jia; Zijian Xu 011; Nuo Xu; Lingjian Ye; Kai Wang 024; Yalin Wang 003; Chunhua Yang 001; Weihua Gui 001; Feifan Shen (IEEE Trans. Neural Networks Learn. Syst., 2025)

Adaptive Boundary Control for Synchronization of Reaction-Diffusion Neural Networks With Random Time-Varying Delay. - Xu Zhang 051; Biao Luo 001; Zi-Peng Wang 001; Xiaodong Xu 002; Chunhua Yang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A Reinforcement Learning Control Method for Process Industry Based on Implicit and Explicit Knowledge Extraction and Embedding. - Tianhao Liu; Chunhua Yang 001; Can Zhou; Yonggang Li; Bei Sun (IEEE Trans. Syst. Man Cybern. Syst., 2025)

Physics-informed stochastic configuration network promoted model predictive control with multi-objective optimization. - Lei Xu; Chunhua Yang 001; Xiaodong Xu 002; Biao Luo 001; Tingwen Huang (Artif. Intell. Rev., 2025)

Toward Adaptive and Interpretable Process Monitoring: Incremental Variational Graph Attention Autoencoder With Probabilistic Inference. - Mingjie Lv; Yonggang Li; Huanzhi Gao; Bei Sun; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2025)

Performance-Driven Distillation and Confident Pseudo Labeling for Semi-Supervised Industrial Soft-Sensor Application. - Bochun Yue; Kai Wang 024; Hongqiu Zhu; Chunhua Yang 001; Weihua Gui 001 (IEEE Trans. Cybern., 2025)

Singular Value Decomposition-based lightweight LSTM for time series forecasting. - Changwei Liu; Hao Ren 005; Guoqiang Li; Haojie Ren; Xiaojun Liang; Chunhua Yang 001; Weihua Gui 001 (Future Gener. Comput. Syst., 2026)