Zhaoxin Wang, Jianchang Liu (2026). Cooperative regulation with global dynamic compensation control mechanism for random communication link failures among multiple time-varying nonlinear agents. Systems & Control Letters, Vol. 208.DOI
Jian-Chang Liu, Xiaofang Shen, Runqi Liu, Wenting Li, Chao-Yi Wang (2026). Machine learning-assisted prediction of soil adsorption for medium- and low-ring polycyclic aromatic hydrocarbons and its spatial distribution across China. Journal of Environmental Chemical Engineering.DOI
Runqi Liu, Xiaofang Shen, Jian-Chang Liu, Xingyu Lu, Chao-Yi Wang, Xiao-Ying Guo (2026). Ultrasonication-peroxymonosulfate modified Co-N-doped carbon nanotubes for enhanced peroxymonosulfate activation and efficient thiamethoxam degradation. Journal of Environmental Chemical Engineering.DOI
Chuang Yang, Jianchang Liu, Zhe Gao, H Wang, Peng Xu (2026). State Estimation for Nonlinear Fractional-Order System with Multi-Sensor Measurements Considering the Initial Value Problem. Chinese Control and Decision Conference (CCDC).DOI
Miao Yu, Bowen Yang, Ge Guo, Jianchang Liu (2026). Recursive Closed-Loop Subspace Identification with Prior Information using the Constrained Least Squares. Circuits Systems and Signal Processing.DOI
Xu Cheng, Yongkuan Yang, Cong Zhu, Xiangsong Kong, Jianchang Liu (2026). A constraint violation-based adaptive switching surrogate-assisted evolutionary algorithm for expensive constrained multiobjective optimization. Swarm and Evolutionary Computation.DOI
Chuangeng Lin, Yongkuan Yang, Xiangsong Kong, Guizhi Yang, Jianchang Liu (2026). Dual-population hybrid prediction co-evolutionary algorithm for dynamic constrained multiobjective optimization. Expert Systems with Applications.DOI
Tianzi Zheng, Jianchang Liu, Yaochu Jin, Yuanchao Liu, Wanting Yang (2026). A two-stage multimodal multiobjective evolutionary algorithm using Voronoi diagram and modality detection. Swarm and Evolutionary Computation.DOI
Wei Zhang, Jianchang Liu, Honghai Wang, Yuanchao Liu, Shubin Tan (2026). A Reliable Resource Scheduling Method With Knowledge Transfer for Edge-Cloud Collaboration-Enabled Industrial Internet of Things. IEEE Transactions on Industrial Informatics.DOI
Fan Sun, Qiuye Sun, Hanguang Su, Jie Hu, Xinnan Zhang, Jianchang Liu (2026). Distributed Containment Voltage Control for Islanded Microgrids: A Resilient Approach Under DoS Attacks and Output Constraints. IEEE Transactions on Automation Science and Engineering.DOI
Wei Zhang, Jianchang Liu, Lin Li, Yuanchao Liu, Honghai Wang (2025). A knowledge driven two-stage co-evolutionary algorithm for constrained multi-objective optimization. Expert Systems With Applications, Vol. 274.DOI
Yukun Huang, Jian-Chang Liu, Peng Xu (2025). An efficient lightweight star-operation network for industrial process fault diagnosis. Chemical engineering research & design.DOI
Qian Li, Yuanchao Liu, Jianchang Liu (2025). Surrogate-assisted evolutionary optimization using on-demand helper task for high-dimensional expensive multi-objective problems. Swarm and Evolutionary Computation.DOI
Da Feng, Jianchang Liu, Honghai Wang (2025). A multimodal multi-objective evolutionary algorithm based on growing neural gas and fuzzy set theory. 《第44届中国控制会议论文集(4)》.DOI
Da Feng, Jianchang Liu (2025). A Novel Genetic Algorithm for Constrained Multimodal Multi-Objective Optimization Problems. Mathematics.DOI
Chuang Yang, Jianchang Liu, Zhe Gao, Dandan Song, Honghai Wang, Shubin Tan (2025). A Two-Stage Kalman Filter Method for State of Charge Estimation of Lithium-Ion Battery. IEEE Transactions on Industrial Electronics.DOI
Xiangyu Meng, Jianchang Liu, Qingxiu Guo, Yuanchao Liu, Wei Zhang (2025). A density‐based collaboration preserving projection for fault detection. The Canadian Journal of Chemical Engineering.DOI
Yuanchao Liu, Jianchang Liu, Lixin Tang (2025). Expensive Constrained Optimization via Adaptive Switching Between Surrogate-Assisted Constrained and Unconstrained Search. IEEE Transactions on Evolutionary Computation.DOI
Sheng Lin, Jianchang Liu, Qingxiu Guo, Yuanchao Liu (2025). Nonlinear dynamic industrial process fault detection based on attention-enhanced LSTM autoencoder. Transactions of the Institute of Measurement and Control.DOI
Da Feng, Jianchang Liu, Haibin Ouyang (2025). A dual-archive evolutionary algorithm based on multitasking for multimodal multi-objective optimization with local Pareto solutions. Cluster Computing.DOI
Yuanchao Liu, Jinliang Ding, Qian Li, Fei Li, Jianchang Liu (2025). A Two-Level Model Management-Based Surrogate-Assisted Evolutionary Algorithm for Medium-Scale Expensive Multiobjective Optimization. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Tianzi Zheng, Jianchang Liu (2025). A diversity-enhanced framework for multimodal optimization: utilizating niching and differential evolution operator. Cluster Computing.DOI
Xinnan Zhang, Jianchang Liu, Honghai Wang, Yuanchao Liu, Fan Sun, Wanting Yang (2025). Distributed Adaptive Fault‐Tolerant Consensus Control for Nonlinear Multi‐Agent System With Input Saturation and Multiple Sensor Faults. International Journal of Adaptive Control and Signal Processing.DOI
Wei Zhang, Jianchang Liu, Yuanchao Liu, Honghai Wang, Shubin Tan (2025). A state information driven evolutionary algorithm considering dimension influences for many-objective optimization. Applied Soft Computing.DOI
Tianzi Zheng, Jianchang Liu, Yaochu Jin, Xiangyu Wang, Yuanchao Liu (2025). Large-Scale Multimodal Multiobjective Optimization Based on Multiview Diversity Enhancement Mechanism. IEEE Transactions on Evolutionary Computation.DOI
Yukun Huang, Jianchang Liu, Peng Xu (2025). Contrastive Dynamic Residual Shrinkage Network for Industrial Process Fault Diagnosis. International Conference on Robotics, Artificial Intelligence and Intelligent Control (RAIIC).DOI
Wei Zhang, Jianchang Liu, Jiaxin Tian, Yuanchao Liu, Honghai Wang (2025). A dual ensemble-surrogate assisted evolutionary algorithm with state information driven infill criterion for expensive many-objective optimization. Swarm and Evolutionary Computation.DOI
Wei Zhang, Jianchang Liu, Honghai Wang, Yuanchao Liu, Shubin Tan (2025). A Block Storage Optimization Method for Blockchain-Enabled Industrial Internet of Things. IEEE Transactions on Industrial Informatics.DOI
Yukun Huang, Jianchang Liu, Peng Xu, Lin Jiang, Xiaoyu Sun, Haotian Tang (2025). Multiscale Interaction Purification-Based Global Context Network for Industrial Process Fault Diagnosis. Mathematics.DOI
Chuang Yang, Jianchang Liu, Zhe Gao, Dandan Song, Wanting Yang, Honghai Wang (2025). A Strategy for State of Charge Estimation of Lithium-Ion Battery via an Adaptive Cubature Kalman Filter Based on Fractional-Order Model. IEEE Transactions on Instrumentation and Measurement.DOI
Qingxiu Guo, Jianchang Liu, Shubin Tan, Honghai Wang, Yuan Li, Cheng Zhang (2025). A Comprehensive Monitoring Strategy for Multiphase Batch Processes: Dual Consideration Metrics and Bilateral Threshold Linkage Monitoring Framework. IEEE Transactions on Instrumentation and Measurement.DOI
Wei Zhang, Jianchang Liu, Yuanchao Liu, Junhua Liu, Shubin Tan (2024). A many-objective evolutionary algorithm under diversity-first selection based framework. Expert Systems With Applications, Vol. 250.DOI
Wei Zhang, Jianchang Liu, Junhua Liu, Yuanchao Liu, Shubin Tan (2024). A dual distance dominance based evolutionary algorithm with selection-replacement operator for many-objective optimization. Expert Systems With Applications, Vol. 237.DOI
Zhaoxin Wang, Jianchang Liu (2024). Cooperative Regulation for Global Disconnection Protection Among Time-Varying Nonlinear Agents. China Automation Congress (CAC).DOI
Zhaoxin Wang, Jianchang Liu (2024). The asymptotic convergence based on marked locators for time-varying nonlinear multi-agent systems with the protected random switching topologies against stochastic communication disruptions. Nonlinear Dynamics.DOI
Xinnan Zhang, Yunguo Wang, Huan Ma, Yuanchao Liu, Fan Sun, Feng Yu, Jianchang Liu (2024). Distributed Fuzzy Adaptive Fault-Tolerant Consensus Control for Nonlinear Multi-Agent Systems with Sensor Faults and Actuator Faults. 《第43届中国控制会议论文集(10)》.DOI
Wenjuan Zhang, Huan Ma, Wei Zhang, Yuanchao Liu, Shubin Tan, Jianchang Liu (2024). An Archive-assisted Two-stage and Dual-population Evolutionary Algorithm for Constrained Multi-Objective Optimization Problems. 《第43届中国控制会议论文集(3)》.DOI
Bo Wang, Jianchang Liu, Zhang We, Shubin Tan, Yuanchao Liu (2024). A radial projection assisted two-stage evolutionary algorithm for many-objective optimization. Chinese Control and Decision Conference (CCDC).DOI
Wei Zhang, Jianchang Liu, Wanting Yang, Shubin Tan (2024). A cascading elimination-based evolutionary algorithm with variable classification mutation for many-objective optimization. Information Sciences.DOI
Wanting Yang, Jianchang Liu, Yuanchao Liu, Tianzi Zheng (2024). A sparse large-scale multi-objective evolutionary algorithm based on sparsity detection. Swarm and Evolutionary Computation.DOI
Zhaoxin Wang, Jianchang Liu (2024). Cooperative regulation based on virtual vector triangles asymptotically compressed in multidimensional space for time-varying nonlinear multi-agent systems. ISA Transactions.DOI
Wanting Yang, Jianchang Liu, Tianzi Zheng (2024). A Large-Scale Multi-objective Evolutionary Algorithm Based on Two-layer Encoding Scheme for Neural Network Training. International Conference on Automation, Robotics and Computer Engineering (ICARCE).DOI
Wei Zhang, Jianchang Liu, Jianchang Liu, Junhua Liu, Junhua Liu, Yuanchao Liu, Shubin Tan (2024). A strengthened constrained-dominance based evolutionary algorithm for constrained many-objective optimization. Applied Soft Computing.DOI
Xu Li, Jianchang Liu, Xuguang Li (2024). Stability Analysis of Quasipolynomials with Complex Coefficients: A Frequency-Sweeping Approach. China Automation Congress (CAC).DOI
Liang Liu, Xiao Ming Hu, Jianchang Liu, Wei Jiang, Honghai Wang, Yuanchao Liu (2024). A Super-Fast Satellite Selection Algorithm Based on Power Series Expansion. IEEE Transactions on Intelligent Transportation Systems.DOI
Tianzi Zheng, Jianchang Liu, Shubin Tan, Honghai Wang (2024). An Indicator Based Multiobjective Evolutionary Algorithm Utilizing Inverse Modeling. 《第43届中国控制会议论文集(4)》.DOI
Qingxiu Guo, Jianchang Liu, Shubin Tan, Honghai Wang, Xinnan Zhang, Lijie Zhang (2024). Identification and Monitoring Strategies for Multiphase Batch Processes based on Dissimilarity Analysis. 《第43届中国控制会议论文集(9)》.DOI
Yuanchao Liu, Lixin Tang, Jinliang Ding, Qingda Chen, Kanrong Liu, Jianchang Liu (2024). A Dual Mutation-Based Evolutionary Algorithm for Dynamic Multiobjective Optimization With Undetectable Changes. IEEE Transactions on Evolutionary Computation.DOI
Wenjuan Zhang, Jianchang Liu, Wei Zhang, Yuanchao Liu, Shubin Tan (2024). A two-stage evolutionary algorithm assisted by multi-archives for constrained multi-objective optimization. Applied Soft Computing.DOI
Wei–Jie Yu, Jianchang Liu (2024). A Multi-objective Evolutionary Algorithm Based on Q-learning for Adaptive Reference Vectors and Partition Deletion Strategy. Chinese Control and Decision Conference (CCDC).DOI
Xiaorui Li, Jianchang Liu, Shubin Tan, Peng Xu, Yuanchao Liu, Zhang We (2024). Fault detection of nonlinear dynamic industrial processes based on improved kernel entropy component analysis. Chinese Control and Decision Conference (CCDC).DOI
Tianzi Zheng, Jianchang Liu, Yaochu Jin, Yuanchao Liu (2024). A Multitask-Assisted Evolutionary Algorithm for Constrained Multimodal Multiobjective Optimization. IEEE Transactions on Evolutionary Computation.DOI
Wanting Yang, Jianchang Liu, Shubin Tan, Wei Zhang, Yuanchao Liu (2024). Evolutionary dynamic grouping based cooperative co-evolution algorithm for large-scale optimization. Applied Intelligence.DOI
Da Feng, Yan Li, Jianchang Liu, Yuanchao Liu (2024). A particle swarm optimization algorithm based on modified crowding distance for multimodal multi-objective problems. Applied Soft Computing.DOI
Wei Zhang, Jianchang Liu, Shubin Tan, Honghai Wang (2023). A decomposition-rotation dominance based evolutionary algorithm with reference point adaption for many-objective optimization. Expert Systems With Applications, Vol. 215.DOI
Yuanchao Liu, Jianchang Liu, Shubin Tan (2023). Decision space partition based surrogate-assisted evolutionary algorithm for expensive optimization. Expert Systems With Applications, Vol. 214.DOI
Liang Liu, Jianchang Liu, Honghai Wang, Shubin Tan, Yuanchao Liu, Miao Yu, Peng Xu (2023). A Fault Detection Method Based on the Dynamic k-Nearest Neighbor Model and Dual Control Chart. IEEE Transactions on Automation Science and Engineering.DOI
Qingxiu Guo, Jianchang Liu, Shubin Tan, Honghai Wang, Yuan Li, Cheng Zhang (2023). Multimode process identification and monitoring based on hierarchical fluctuation window strategy. Measurement.DOI
Wei Zhang, Jianchang Liu, Junhua Liu, Yuanchao Liu, Junhua Liu, Yuanchao Liu, Honghai Wang (2023). A many-objective evolutionary algorithm based on novel fitness estimation and grouping layering. Neural Computing and Applications.DOI
Xiaoyu Sun, Jianchang Liu, Ali Çınar, Xia Yu, Shubin Tan (2023). Event-Triggered Model Predictive Control for Artificial Pancreas Using Prior-Knowledge-Informed Hybrid Model. IEEE Transactions on Control Systems Technology.DOI
Tong Zhang, Jianchang Liu, Honghai Wang, Yong Li, Nan Wang, Chengming Kang (2023). Fault diagnosis and protection strategy based on spatio-temporal multi-agent reinforcement learning for active distribution system using phasor measurement units. Measurement.DOI
Yuanchao Liu, Jianchang Liu, Jinliang Ding, Shangshang Yang, Yaochu Jin (2023). A Surrogate-Assisted Differential Evolution With Knowledge Transfer for Expensive Incremental Optimization Problems. IEEE Transactions on Evolutionary Computation.DOI
Peng Xu, Jianchang Liu, Wenle Zhang, Honghai Wang, Yukun Huang (2023). Multiscale Kernel Entropy Component Analysis With Application to Complex Industrial Process Monitoring. IEEE Transactions on Automation Science and Engineering.DOI
Li Ying Fan, Jianchang Liu, Wenle Zhang (2023). Using Conformal Navigation Transformations for Robot Navigation in Complex Polygonal Workspaces. IEEE Transactions on Circuits & Systems II Express Briefs.DOI
Liang Liu, Jianchang Liu, Jianchang Liu, Honghai Wang, Shubin Tan, Miao Yu, Peng Xu (2023). A multivariate monitoring method based on kernel principal component analysis and dual control chart. Journal of Process Control.DOI
Lijie Zhang, Jianchang Liu, Shubin Tan (2023). Research on Knowledge Navigation Strategy for Complex Building Fire Evacuation. International Conference on Electrical Engineering, Control and Robotics (EECR).DOI
Yuanchao Liu, Jianchang Liu, Yaochu Jin, Fei Li, Tianzi Zheng (2023). A Surrogate-Assisted Two-Stage Differential Evolution for Expensive Constrained Optimization. IEEE Transactions on Emerging Topics in Computational Intelligence.DOI
Xiaoyu Sun, Ali Çınar, Jianchang Liu, MUDASSIR M. RASHID, Xia Yu (2023). Prior-knowledge-embedded model predictive control for blood glucose regulation: Towards efficient and safe artificial pancreas. Biomedical Signal Processing and Control.DOI
Peng Xu, Jianchang Liu, Feng Wei Yu, Qingxiu Guo, Shubin Tan, Wenle Zhang (2023). Toward Multimode Process Monitoring: A Scheme Based on Kernel Entropy Component Analysis. IEEE Transactions on Instrumentation and Measurement.DOI
Xiaoyu Sun, Jianchang Liu, Yu Xia, Honghai Wang, Shubin Tan (2022). Supervised Latent Variable Model with Gaussian Inner Structure for Dynamic PROCESS. International Conference on Control, Robotics and Cybernetics (CRC).DOI
Li Ying Fan, Jianchang Liu, Honghai Wang, Shubin Tan (2022). Robot Navigation in Complex Polygonal Workspaces Using Conformal Navigation Transformations. China Automation Congress (CAC).DOI
Peng Xu, Jianchang Liu, Yukun Huang, Qingxiu Guo, Honghai Wang, Shubin Tan (2022). Complex Industrial Process Monitoring Using Multi-scale Principal Component Analysis-Kernel Entropy Component Analysis. China Automation Congress (CAC).DOI
Li Ying Fan, Jianchang Liu, Wenle Zhang, Peng Xu (2022). Robot Navigation in Complex Workspaces Using Conformal Navigation Transformations. IEEE Robotics and Automation Letters.DOI
Feng Wei Yu, Jianchang Liu, Dongming Liu, Honghai Wang, Liangliang Shang (2022). Feature learning based on entropy estimation density peak clustering and stacked autoencoder for industrial process monitoring. The Canadian Journal of Chemical Engineering.DOI
Liang Liu, Jianchang Liu, Honghai Wang, Shubin Tan, Qingxiu Guo, Xiaoyu Sun (2022). A KLMS Dual Control Chart Based on Dynamic Nearest Neighbor Kernel Space. IEEE Transactions on Industrial Informatics.DOI
Dongming Liu, Jianchang Liu, Peixin Yuan, Feng Wei Yu (2022). Lightweight prohibited item detection method based on YOLOV4 for x-ray security inspection. Applied Optics.DOI
Qingxiu Guo, Peng Xu, Honghai Wang, Jianchang Liu (2022). Multimode process monitoring strategy based on improved just‐in‐time‐learning associated with locality preserving projections. The Canadian Journal of Chemical Engineering.DOI
Dongming Liu, Jianchang Liu, Peixin Yuan, Feng Wei Yu (2022). A Lightweight Denoising Method Based on Noise2Void for X-ray Pseudo-color Images in X-ray Security Inspection. International Conference on Industrial Artificial Intelligence (IAI).DOI
Feng Yu, Jianchang Liu, Liangliang Shang, Dongming Liu (2022). Multifractal analysis and stacked autoencoder-based feature learning method for multivariate processes monitoring. 《第41届中国控制会议论文集(8)》.DOI
Feng Wei Yu, Jianchang Liu, Dongming Liu (2022). Multimode Process Monitoring Based on Modified Density Peak Clustering and Parallel Variational Autoencoder. Mathematics.DOI
Xiaoyu Sun, Ali Çınar, Xia Yu, MUDASSIR M. RASHID, Jianchang Liu (2022). Kernel-Regularized Latent-Variable Regression Models for Dynamic Processes. Industrial & Engineering Chemistry Research.DOI
Peng Xu, Jianchang Liu, Liangliang Shang, Wenle Zhang (2022). Industrial process fault detection and diagnosis framework based on enhanced supervised kernel entropy component analysis. Measurement.DOI
Dongming Liu, Jianchang Liu, Yuan Pei-xin, Feng Wei Yu (2022). A Data Augmentation Method for Prohibited Item X-Ray Pseudocolor Images in X-Ray Security Inspection Based on Wasserstein Generative Adversarial Network and Spatial-and-Channel Attention Block. Computational Intelligence and Neuroscience.DOI
Yuanchao Liu, Jianchang Liu, Shubin Tan, Yongkuan Yang, Fei Li (2022). A bagging-based surrogate-assisted evolutionary algorithm for expensive multi-objective optimization. Neural Computing and Applications.DOI
Feng Wei Yu, Jianchang Liu, Dongming Liu, Honghai Wang (2022). Supervised convolutional autoencoder-based fault-relevant feature learning for fault diagnosis in industrial processes. Journal of the Taiwan Institute of Chemical Engineers.DOI
Dongming Liu, Jianchang Liu, Yuan Pei-xin, Feng Wei Yu (2022). A Lightweight Dangerous Liquid Detection Method Based on Depthwise Separable Convolution for X-Ray Security Inspection. Computational Intelligence and Neuroscience.DOI
Miao Yu, Ge Guo, Jianchang Liu (2021). Closed-loop delta-operator-based subspace identification for continuous-time systems utilising the parity space. International Journal Of Systems Science, Vol. 520, No. 15.DOI
Miao Yu, Ge Guo, Jianchang Liu (2021). Continuous-time Laguerre-based subspace identification utilising nuclear norm minimisation. International Journal Of Systems Science, Vol. 520, No. 1.DOI
于淼,刘建昌,郭戈(2021). 基于随机分布理论的递推子空间辨识. 《控制理论与应用》.
Lijie Zhang, Jianchang Liu, Shubin Tan (2021). Evacuation navigation strategy in complex building fires. 《第33届中国控制与决策会议论文集(5)》.DOI
Qingxiu Guo, Jianchang Liu, Shubin Tan, Dongsheng Yang, Yuan Li, Cheng Zhang (2021). A multimode process monitoring strategy via improved variational inference Gaussian mixture model based on locality preserving projections. Transactions of the Institute of Measurement and Control.DOI
Miao Yu, Jianchang Liu, Ge Guo, Wenle Zhang (2021). Recursive Subspace Identification of Continuous-Time Systems Using Generalized Poisson Moment Functionals. Circuits Systems and Signal Processing.DOI
Tianzi Zheng, Jianchang Liu, Yuanchao Liu, Shubin Tan (2021). Hybridizing multi-objective, clustering and particle swarm optimization for multimodal optimization. Neural Computing and Applications.DOI
Yuanchao Liu, Jianchang Liu, Yaochu Jin (2021). Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Yongkuan Yang, Jianchang Liu, Shubin Tan, Yuanchao Liu (2021). A multi-objective differential evolution algorithm based on domination and constraint-handling switching. Information Sciences.DOI
Yongkuan Yang, Jianchang Liu, Shubin Tan (2021). A partition-based constrained multi-objective evolutionary algorithm. Swarm and Evolutionary Computation.DOI
Miao Yu, Ge Guo, Jianchang Liu, Liangliang Shang (2021). Closed-loop time-varying continuous-time recursive subspace-based prediction via principle angles rotation. ISA Transactions.DOI
Jianchang Liu, Yuanchao Liu, Yaochu Jin, Fei Li (2021). A Decision Variable Assortment-Based Evolutionary Algorithm for Dominance Robust Multiobjective Optimization. IEEE Transactions on Systems Man and Cybernetics Systems.DOI
Yongkuan Yang, Jianchang Liu, Shubin Tan (2020). A multi-objective evolutionary algorithm for steady-state constrained multi-objective optimization problems. Applied Soft Computing.DOI
Xia Yu, Xiaoyu Sun, Yuhang Zhao, Jianchang Liu, Hongru Li (2020). Fault detection of continuous glucose measurements based on modified k-medoids clustering algorithm. Neural Computing and Applications.DOI
Honghai Wang, Qing‐Long Han, Jianchang Liu, Dakuo He (2020). Discrete-time filter proportional–integral–derivative controller design for linear time-invariant systems. Automatica.DOI
Yuanchao Liu, Jianchang Liu, Yaochu Jin, Fei Li, Tianzi Zheng (2020). An affinity propagation clustering based particle swarm optimizer for dynamic optimization. Knowledge-Based Systems.DOI
Yongkuan Yang, Jianchang Liu, Shubin Tan (2020). A constrained multi-objective evolutionary algorithm based on decomposition and dynamic constraint-handling mechanism. Applied Soft Computing.DOI
Minmin Yang, Jianchang Liu, Zhengguo G. Li, Shubin Tan (2020). Pre-processing for single image dehazing. Signal Processing Image Communication.DOI
Fei Li, Jianchang Liu, Yuexi Song, Liangliang Shang (2019). An Adaptive Evolutionary Multi-objective Algorithm Based on R2 Indicator. Chinese Control and Decision Conference (CCDC).DOI
Tianqi Zhao, Yu Xia, Yue Julia Cui, Jianchang Liu (2019). Blood Glucose Prediction Based on Empirical Mode Decomposition and GA-BP Neural Network. Chinese Control and Decision Conference (CCDC).DOI
Liang Liu, Jianchang Liu, Xia Yu, Honghai Wang, Zhaoqiang Chen (2019). A multivariate monitoring method based on PCA and Dual Control Chart. Chinese Control and Decision Conference (CCDC).DOI
Jianchang Liu, Fei Li, Xiangyong Kong, Peiqiu Huang (2019). Handling many-objective optimisation problems with R2 indicator and decomposition-based particle swarm optimiser. International Journal Of Systems Science, Vol. 500, No. 2.DOI
Jianchang Liu, Yongkuan Yang, Shubin Tan, Honghai Wang (2019). Application of Constrained Multi-objective Evolutionary Algorithm in a Compressed-air Station Scheduling Problem. Chinese Control Conference (CCC).DOI
Miao Yu, Jianchang Liu, Lichun Zhao (2019). Nuclear Norm Subspace System Identification and Its Application on a Stochastic Model of Plague. Journal of Systems Science and Complexity.DOI
Miao Yu, Jianchang Liu, Honghai Wang (2019). Recursive Subspace identification for time-varying continuous-time stochastic systems via distribution theory. IEEE Symposium Series on Computational Intelligence (SSCI).DOI
Tong Zhang, Haibin Yu, Peng Fei Zeng, Langxiang Sun, Chunhe Song, Jianchang Liu (2019). Single phase fault diagnosis and location in active distribution network using synchronized voltage measurement. International Journal of Electrical Power & Energy Systems.DOI
Yuanchao Liu, Jianchang Liu, Tianjun Li, Qian Li (2019). An R2 indicator and weight vector-based evolutionary algorithm for multi-objective optimization. Soft Computing.DOI
Li Xu, Jianchang Liu, Xu-Guang Li, Silviu‐Iulian Niculescu, Arben Çela (2019). Reversals in stability of linear time-delay systems: A finer characterization. Automatica.DOI
Li Xu, Li Xu, Jianchang Liu, Xu-Guang Li, Xu-Guang Li (2019). Consensus of first-order discrete-time multi-agent systems with time delays. Journal of the Franklin Institute.DOI
Yongkuan Yang, Jianchang Liu, Shubin Tan, Honghai Wang (2019). A multi-objective differential evolutionary algorithm for constrained multi-objective optimization problems with low feasible ratio. Applied Soft Computing.DOI
Huaitao Shi, Lei Guo, Lixiu Zhang, Gang Tao Han, Jianchang Liu (2018). Process monitoring method based on improved dynamic multi-scale principal component analysis. Chinese Control and Decision Conference (CCDC).DOI
Tong Zhang, Sun Lanxiang, Liu Jianchang, Haibin Yu, Zhou Xiaoming, Gao Lin, Zhang Yingwei (2018). Fault Diagnosis and Location Method for Active Distribution Network Based on Artificial Neural Network. Electric Power Components and Systems.DOI
Miao Yu, Jianchang Liu, Honghai Wang (2018). Nuclear norm subspace identification for continuous-time stochastic systems based on distribution theory method. ISA Transactions.DOI
Tong Zhang, Jianchang Liu, Lanxiang Sun, Haibin Yu, Yingwei Zhang (2018). Fault detection, classification, and location for active distribution network based on neural network and phase angle analysis. Journal of the Chinese Institute of Engineers.DOI
Yangjie Zhao, Jianchang Liu, Xia Yu, Fei Li, Jiani Zhu (2018). Many-Objective Particle Swarm Optimization Algorithm Based on Preference. Chinese Control Conference (CCC).DOI
Minmin Yang, Jianchang Liu, Zhengguo G. Li (2018). Superpixel-Based Single Nighttime Image Haze Removal. IEEE Transactions on Multimedia.DOI
Fei Li, Ran Cheng, Jianchang Liu, Yaochu Jin (2018). A two-stage R2 indicator based evolutionary algorithm for many-objective optimization. Applied Soft Computing.DOI
Lijie Zhang, Jianchang Liu, Shubin Tan (2018). The radial basis function analysis of fire evacuation model based on RBF neural network. Cluster Computing.DOI
Yongkuan Yang, Jianchang Liu, Shubin Tan, Honghai Wang (2018). Application of Constrained Multi-objective Evolutionary Algorithm in Multi-Source Compressed-air Pipeline Optimization Problems. IFAC-PapersOnLine.DOI
Fei Li, Jianchang Liu, Pei-Qiu Huang, Huaitao Shi (2018). An R2 Indicator and Decomposition Based Steady-State Evolutionary Algorithm for Many-Objective Optimization. Mathematical Problems in Engineering.DOI
Dongming Liu, Jianchang Liu (2017). Synchronisation of linear high-order multi-agent systems via event-triggered control with limited communication. International Journal Of Systems Science, Vol. 480, No. 11.DOI
Honghai Wang, Jianchang Liu, Xia Yu, Shubin Tan, Yu Zhang (2017). PID Controller Tuning for Neutral Type systems with time delay via dominant eigenvalue assignment. 《第29届中国控制与决策会议论文集(4)》.
Jiani Zhu, Jianchang Liu, Fei Li, Pei-Qiu Huang (2017). A new weight vectors generation method for R2 indicator based evolutionary multiobjective optimization algorithm. Chinese Control and Decision Conference (CCDC).DOI
Dong Li, Huaitao Shi, Jianchang Liu, Shubin Tan, Chi Li, Yu Xie (2017). Research on improved particle-swarm-optimization algorithm based on ant-colony-optimization algorithm. Chinese Control and Decision Conference (CCDC).DOI
Tong Zhang, Liu Jianchang, Sun Lanxiang, Haibin Yu (2017). Fault Analysis and Fault Diagnosis Method Review on Active Distribution Network. Advances in intelligent systems and computing.DOI
Liang Liu, Jianchang Liu (2017). A Multivariate Monitoring Method Based on Dual Control Chart. IEEE Transactions on Industrial Electronics.DOI
Honghai Wang, Jianchang Liu, Xia Yu, Shubin Tan, Yu Zhang (2017). New Results on PID Controller Design of Discrete-time Systems via Pole Placement. IFAC-PapersOnLine.DOI
Xiaoyu Sun, Xia Yu, Jianchang Liu, Honghai Wang (2017). Glucose prediction for type 1 diabetes using KLMS algorithm. Chinese Control Conference (CCC).DOI
Liangliang Shang, Jianchang Liu, Yingwei Zhang (2017). Efficient recursive kernel canonical variate analysis for monitoring nonlinear time‐varying processes. The Canadian Journal of Chemical Engineering.DOI
Wenle Zhang, Jianchang Liu (2016). Ultra-fast consensus of discrete-time multi-agent systems with multi-step predictive output feedback. International Journal Of Systems Science, Vol. 470, No. 6.DOI
Huaitao Shi, Jianchang Liu, Yuhou Wu, Ke Zhang, Lixiu Zhang, Peng Xue (2016). Fault diagnosis of nonlinear and large-scale processes using novel modified kernel Fisher discriminant analysis approach. International Journal Of Systems Science, Vol. 470, No. 5.DOI
Lijie Zhang, Jianchang Liu, Shubin Tan (2016). Building dynamic evacuation based on a fly optimization. Chinese Control and Decision Conference (CCDC).DOI
Tan Shubin, Xia Yu, Wang Honghai, Ling Zhao, Liu Jianchang (2016). Performance assessment of cascade control systems based on LQG benchmark. Chinese Control and Decision Conference (CCDC).DOI
Honghai Wang, Jianchang Liu, Yu Zhang (2016). New Results on Eigenvalue Distribution and Controller Design for Time Delay Systems. IEEE Transactions on Automatic Control.DOI
Liangliang Shang, Jianchang Liu, Yingwei Zhang, Guozhu Wang (2016). Efficient recursive canonical variate analysis approach for monitoring time‐varying processes. Journal of Chemometrics.DOI
Liangliang Shang, Jianchang Liu, Yingwei Zhang (2016). Recursive Fault Detection and Identification for Time-Varying Processes. Industrial & Engineering Chemistry Research.DOI
Jianchang Liu, Pingsong Ming, Songhua Li (2016). Consensus gain conditions of stochastic multi-agent system with communication noise. International Journal of Control Automation and Systems.DOI
Feng Wei Yu, Jianchang Liu, Dongming Liu (2016). An approach for fault diagnosis based on an improved k-nearest neighbor algorithm. Chinese Control Conference (CCC).DOI
Gang Wang, Jianchang Liu, Li Liu, Yi Zha (2016). Study and Simulation on Wind Storage Power Generation System Black Start Model. International Journal of Control and Automation.DOI
Guozhu Wang, Jianchang Liu, Yuan Li, Cheng Zhang (2016). Fault diagnosis of chemical processes based on partitioning PCA and variable reasoning strategy. Chinese Journal of Chemical Engineering.DOI
Wenle Zhang, Jianchang Liu, Honghai Wang (2016). Multi‐tracking control of heterogeneous multi‐agent systems with single‐input– single‐output based on complex frequency domain analysis. IET Control Theory and Applications.DOI
Miao Yu, Jianchang Liu (2016). Subspace identification for a stochastic model of plague. International Journal of Biomathematics.DOI
Honghai Wang, Jianchang Liu, Feisheng Yang, Tiaoyang Cai (2015). Proportional-derivative controllers for stabilisation of first-order processes with time delay. International Journal Of Systems Science, Vol. 460, No. 6.DOI
Tan Shubin, Zhang Changping, Nie Xiaoyin, Liu Jianchang (2015). Performance assessment of single loop control systems with LQG benchmark.DOI
Jianchang Liu, Honghai Wang, Yu Zhang (2015). New result on PID controller design of LTI systems via dominant eigenvalue assignment. Automatica.DOI
Liangliang Shang, Jianchang Liu, Shubin Tan, Yu Xia, Pingsong Ming (2015). Stochastic output-only state space modeling based on stable recursive canonical variate analysis. European Control Conference (ECC).DOI
Wenle Zhang, Jianchang Liu, Honghai Wang (2015). Ultra-fast formation control of high-order discrete-time multi-agent systems based on multi-step predictive mechanism. ISA Transactions.DOI
Honghai Wang, Jianchang Liu, Feisheng Yang, Yu Zhang (2015). Controller design for delay systems via eigenvalue assignment – on a new result in the distribution of quasi-polynomial roots. International Journal of Control.DOI
Guozhu Wang, Jianchang Liu, Yuan Li (2015). Fault diagnosis using kNN reconstruction on MRI variables. Journal of Chemometrics.DOI
Fei Li, Jianchang Liu, Shubin Tan, Xia Yu (2015). R2-MOPSO: A multi-objective particle swarm optimizer based on R2-indicator and decomposition. IEEE Congress on Evolutionary Computation (CEC).DOI
Liangliang Shang, Jianchang Liu, Kamuran Turksoy, Quan Min Shao, Ali Çınar (2015). Stable recursive canonical variate state space modeling for time-varying processes. Control Engineering Practice.DOI
Guozhu Wang, Jianchang Liu, Yuan Li, Liangliang Shang (2015). Fault Detection Based on Diffusion Maps and k Nearest Neighbor Diffusion Distance of Feature Space. JOURNAL OF CHEMICAL ENGINEERING OF JAPAN.DOI
Lijie Zhang, Jianchang Liu, Shubin Tan, Yu Xia (2015). Building Fire Evacuation model research Based on an Improved Fruit Fly Optimization Algorithm. International Conference on Materials Engineering and Information Technology Applications (MEITA).DOI
Yulian Jiang, Jianchang Liu, Shubin Tan, Pingsong Ming (2014). Robust consensus algorithm for multi-agent systems with exogenous disturbances under convergence conditions. International Journal Of Systems Science, Vol. 450, No. 9.DOI
Wenle Zhang, Jianchang Liu (2014). Ultra-fast consensus of discrete-time multi-agent systems under a unified framework. International Journal of Control.DOI
Guozhu Wang, Jianchang Liu, Yingwei Zhang, Yuan Li (2014). A novel multi‐mode data processing method and its application in industrial process monitoring. Journal of Chemometrics.DOI
Honghai Wang, Jianchang Liu, Feisheng Yang, Yu Zhang (2014). Proportional-integral controller for stabilization of second-order delay processes. International Journal of Control Automation and Systems.DOI
Yulian Jiang, Jianchang Liu, Shenquan Wang (2014). Cooperative output feedback tracking control for multi-agent consensus with time-varying delays and switching topology. Transactions of the Institute of Measurement and Control.DOI
Gang Wang, Jianchang Liu, Liu Li (2014). An investigation of load model and optimal load distribution of microgrid. China International Conference on Electricity Distribution (CICED).DOI
Dong Li, Jianchang Liu, Shubin Tan, Xia Yu, Cai-jin Zhang (2014). A new monitor-AGC system in hot continues rolling. Chinese Control Conference (CCC).DOI
Guozhu Wang, Jianchang Liu, Yuan Li (2014). A progressive fault detection and diagnosis method based on dissimilarity of process data. IEEE International Conference on Information and Automation (ICIA).DOI
Yulian Jiang, Jianchang Liu, Shenquan Wang (2014). A consensus-based multi-agent approach for estimation in robust fault detection. ISA Transactions.DOI
Shubin Tan, Longna Wang, Jianchang Liu (2014). Research on decoupling method of thickness and tension control in rolling process. World Congress on Intelligent Control and Automation.DOI
Wenle Zhang, Jianchang Liu (2014). Consensusability of discrete-time multi-agent systems with one-step predictive output feedback. World Congress on Intelligent Control and Automation.DOI
Wenle Zhang, Jianchang Liu (2014). Consensusability of multi-agent systems via multi-order relative output derivative feedback. World Congress on Intelligent Control and Automation.DOI
Yulian Jiang, Jianchang Liu, Shenquan Wang (2014). Consensus Tracking Algorithm Via Observer-Based Distributed Output Feedback for Multi-Agent Systems Under Switching Topology. Circuits Systems and Signal Processing.DOI
Honghai Wang, Jianchang Liu, Feisheng Yang, Yu Zhang (2014). All stabilizing sets for proportional–integral controller of high-order delay processes. Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering.DOI
Honghai Wang, Jianchang Liu, Feisheng Yang, Yu Zhang (2014). New Result on Low-Order Controller Design for First-Order Delay Processes via Eigenvalue Assignment. IFAC Proceedings Volumes.DOI
Xia Yu, Liu Jianchang, Hongru Li (2013). Performance analysis of adaptive filters for time-varying systems.
Pingsong Ming, Liu Jianchang, Shubin Tan, Yulian Jiang, Wenle Zhang, Jia Chunying (2013). Survey on stability of stochastic multi-agent systems.
Shubin Tan, Shen Shaokui, Liu Jianchang, Xia Yu (2013). An adaptive control system of flatness for tandem cold mill.
Huaitao Shi, Jianchang Liu, Xue Bin Peng, Ke Zhang, Yuhou Wu, Lixiu Zhang, Shuai Tan (2013). Improved Relative-transformation Principal Component Analysis Based on Mahalanobis Distance and Its Application for Fault Detection. Acta Automatica Sinica.DOI
Tan Shubin, Long Li, Liu Jianchang (2011). Research on the gap setting model of short stroke control system in hot edge rolling. Chinese Control and Decision Conference (CCDC).DOI
Tan Shubin, Liu Jianchang, Guan Shouping (2011). On the simulation application for teaching practice in the course of motion control system. International Conference on E-Business and E-Government.DOI
Shubin Tan, Yulian Jiang, Heng Zhang, Jianchang Liu (2011). Research on continuous rolling process control system based on multi-agent. World Congress on Intelligent Control and Automation.DOI
Wei Zhou, Jianchang Liu, Yuan-he Zhao (2011). The construction of Chinese chess computer game platform. International Conference on Computer Science & Education (ICCSE).DOI
Shubin Tan, Jianchang Liu (2011). Fault diagnosis of electro-hydraulic servo valve based on neural network. International Conference on Electric Information and Control Engineering.DOI
Shubin Tan, Jianchang Liu, Meng Wang (2010). Research on the MR-ILQ design method to looper control system in hot strip rolling mills. World Congress on Intelligent Control and Automation.DOI
Wei Zhou, Jianchang Liu, Shouping Guan (2010). Innovation and research for courses of computer control system. International Conference on Computer Science & Education (ICCSE).DOI
Yang Xiao-fang, Wei Yang, Jianchang Liu (2010). Non-fragile strictly dissipative filter for discrete-time nonlinear systems with sector-bounded nonlinearities. Chinese Control and Decision Conference (CCDC).DOI
Wei Yang, Xiao-Fang Yang, Jianchang Liu (2010). Fuzzy non-fragile state feedback H∞ controller design. Chinese Control and Decision Conference (CCDC).DOI
Yang Xiao-fang, Wei Yang, Jianchang Liu (2010). Non-fragile H∞ filtering for fuzzy discrete-time systems. Chinese Control and Decision Conference (CCDC).DOI
Yingwei Zhang, Tim Hesketh, Hong Wang, Jianchang Liu, Dong Xiao (2010). Actuator Fault Compensation for Nonlinear Systems Using Adaptive Tracking Control. Circuits Systems and Signal Processing.DOI
Xia Yu, Jianchang Liu, Hongru Li (2009). An Adaptive Inertia Weight Particle Swarm Optimization Algorithm for IIR Digital Filter.DOI
Wu Junxin, Liu Jianchang, Guo Zhe (2009). A class of Active Queue Management algorithm based on BP neural network. Chinese Control and Decision Conference (CCDC).DOI
Liu Jianchang (2009). Parallel connection control method for the PWM rectifiers under unbalanced power grid voltage conditions. Dianji yu kongzhi xuebao.
Yu Wang, Yong Li, Jianchang Liu (2009). An adaptive weight PSO for rolling schedules multi-objective optimization of tandem cold rolling. IEEE International Conference on Automation and Logistics (ICAL).DOI
Jian-Chang Liu (2008). Intelligent Optimizing Control Simulation Experiment Platform for the High Intensity Magnetic Separation Process.
Li Qi, Jianchang Liu (2008). Improvement on robust fuzzy control of nonlinear systems with parametric uncertainties. Chinese Control and Decision Conference (CCDC).DOI
Shubin Tan, Jianchang Liu (2008). Improvement and application of Automatic Gauge Control system in hot strip rolling mills. World Congress on Intelligent Control and Automation.DOI
Chunhui Zhao, Fuli Wang, Zhizhong Mao, Jianchang Liu (2008). Investigation of nonlinear orthogonal signal correction algorithm and its effects on multivariate calibration. International Conference on Control, Automation, Robotics and Vision (ICARCV).DOI
Wu Junxin, Liu Jianchang, Guo Zhe, Zhao Lihong (2008). Optimal controller design based on improved particle swarm optimization for a class of networked control systems. Chinese Control and Decision Conference (CCDC).DOI
Tan Shu-bin, Liu Jianchang (2007). Research on Mill Modulus Control of Strip Rolling AGC Systems. International Conference on Control and Automation.DOI
Yingwei Zhang, Jianchang Liu, Xingwang Yang, Bin Jiang, Timothy Hesketh (2006). Stabilization of Networked Control systems. International Symposium on Systems and Control in Aeronautics and Astronautics.DOI
Jianchang Liu, Yingying Chen (2006). The Application of Neural Network Based on Particle Swarm Optimization in Pattern Recognition of Flatness Signal. World Congress on Intelligent Control and Automation.DOI
Wenle Zhang, Jianchang Liu, Honghai Wang (2022). Ultra-Fast Formation Control of High-Order, Discrete-TimeMulti-Agent Systems Based on Multistep PredictiveMechanism. Springer eBooks.DOI
Wenle Zhang, Jianchang Liu, Honghai Wang (2019). Ultra-Fast Formation Control of High-Order, Discrete-Time Multi-Agent Systems Based on Multistep Predictive Mechanism. Springer eBooks.DOI