Zuhua Xu

51 papers C 1Journal 40Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Long-Term Interval Prediction Method for Industrial Oxygen Demand Using Granulation-Based Attention Mechanism and Multiscale Decomposition.
J. Comput. Inf. Sci. Eng.
Pengwei Zhou, Nuo Xu, Xiao Sun, Xiao Hu, Yue Li, Zhuofan Cui, Yan Liu, Zuhua Xu
2026 J jnl
A hybrid kernel-based nonparametric system identification approach for multiphase batch processes.
Comput. Chem. Eng.
Shuyu Wang, Zuhua Xu, Jun Zhao, Chunyue Song
2025 J jnl
Data-driven controller parameters online tuning method based on model-inherited trust region Bayesian optimization.
Comput. Chem. Eng.
Yuchao Qiu, Zuhua Xu, Jun Zhao, Chunyue Song, Xiaoping Zhu
2025 J jnl
Hierarchical fault propagation path recognition method based on knowledge-driven graph attention autoencoder with bilayer pooling for large-scale industrial system.
Adv. Eng. Informatics
Yan Liu, Zuhua Xu, Jun Zhao, Chunyue Song, Dingwei Wang
2025 J jnl
Hierarchical multi-agent cooperative distributed fault diagnosis method for large-scale complex industrial plant with deep reinforcement learning.
Comput. Ind. Eng.
Yan Liu, Zuhua Xu, Jun Zhao, Chunyue Song, Zhijing He, Kai Wang
2025 J jnl
Knowledge-based real-time scheduling for gas supply network using cooperative multi-agent reinforcement learning and predictive functional range control.
Eng. Appl. Artif. Intell.
Pengwei Zhou, Zuhua Xu, Jiakun Fang, Jun Zhao, Chunyue Song, Zhijiang Shao
2025 J jnl
Modeling of distributed parameter systems based on independent partial derivative-physics-informed neural network.
Neurocomputing
Lijie Wang, Yangshu Lin, Xinrong Yan, Yuhao Shao, Zuhua Xu, Chao Yang, Haidong Fan, Yurong Xie, Chenghang Zheng
2025 J jnl
Observer-based adaptive iterative learning control for nonstrict-feedback systems with state constraints.
Int. J. Syst. Sci.
Chengpeng Li, Zuhua Xu, Jun Zhao, Qinyuan Ren, Chunyue Song, Dingwei Wang
2025 J jnl
Optimizing Weights to Fit Parametric Operation Policies for Generalized Working Conditions in Linear Systems Using Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics
Ruiyu Qiu, Guanghui Yang, Zuhua Xu, Zhijiang Shao
2025 J jnl
Spatial-temporal adaptive causality graph-based fault root cause location method for time-varying industrial process.
Adv. Eng. Informatics
Yan Liu, Zuhua Xu, Jun Zhao, Chunyue Song, Zhijing He
2025 J jnl
TransLane: A Transfer Learning-Based Traffic Control Recommendation System With Dynamic Lanes.
IEEE Trans. Intell. Transp. Syst.
Junjie Zhou, Junchen Jin, Qingyuan Ji, Dewen Li, Haomin Wu, Zuhua Xu, Zhijiang Shao, Fei-Yue Wang
2024 J jnl
Deep Subdomain Learning Adaptation Network: A Sensor Fault-Tolerant Soft Sensor for Industrial Processes.
IEEE Trans. Neural Networks Learn. Syst.
XiangRui Zhang, Chunyue Song, Jun Zhao, Zuhua Xu, Xiaogang Deng
2024 J jnl
Granulation-based long-term interval prediction considering spatial-temporal correlations for gas demand prediction in the steel industry.
Expert Syst. Appl.
Pengwei Zhou, Zuhua Xu, Xiaoping Zhu, Jun Zhao, Chunyue Song, Zhijiang Shao
2024 J jnl
Hybrid-Order Graph Embedded Distributed Encoder-Decoder for Multiunit Industrial Plant-Wide Process Monitoring.
IEEE Trans Autom. Sci. Eng.
Weiqiang Wu, Chunyue Song, Jun Zhao, Zuhua Xu, Wei Yu
2024 J jnl
Incipient fault detection enhancement based on spatial-temporal multi-mode siamese feature contrast learning for industrial dynamic process.
Comput. Ind.
Yan Liu, Zuhua Xu, Kai Wang, Jun Zhao, Chunyue Song, Zhijiang Shao
2024 J jnl
Iterative Deep Graph Learning and Embedding for Industrial Fault Diagnosis With Limited Labeled Data.
IEEE Trans. Instrum. Meas.
Weiqiang Wu, Chunyue Song, Jun Zhao, Zuhua Xu
2024 J jnl
Spatial-Temporal Causality Modeling for Industrial Processes With a Knowledge-Data Guided Reinforcement Learning.
IEEE Trans. Ind. Informatics
XiangRui Zhang, Chunyue Song, Jun Zhao, Zuhua Xu, Xiaogang Deng
2024 J jnl
Two-stage transfer learning-based nonparametric system identification with Gaussian process regression.
Comput. Chem. Eng.
Shuyu Wang, Zuhua Xu, Minghao Chen, Jun Zhao, Jiakun Fang, Chunyue Song
2024 J jnl
Two-time scale dynamic closed-loop scheduling for gas supply network with multiple air separation units.
Comput. Ind. Eng.
Pengwei Zhou, Qianqian Zhao, Zuhua Xu, Baofeng Zhao, Jun Zhao, Xi Chen, Zhijiang Shao, Kai Wang
2023 J jnl
Adaptive finite-time optimised impedance control for robotic manipulators with state constraints.
Int. J. Syst. Sci.
Chengpeng Li, Qinyuan Ren, Zuhua Xu, Jun Zhao, Chunyue Song
2023 J jnl
Deep Gaussian mixture adaptive network for robust soft sensor modeling with a closed-loop calibration mechanism.
Eng. Appl. Artif. Intell.
XiangRui Zhang, Chunyue Song, Jun Zhao, Zuhua Xu
2023 J jnl
Enhancing Output Feedback Robust MPC via Lexicographic Optimization.
IEEE Trans. Ind. Informatics
Jianchen Hu, Baocang Ding, Meng Zhang, Jun Zhao, Zuhua Xu, Hongguang Pan
2023 C conf
Learning MPC for Process Dynamic Working Condition Change Tasks under Model Mismatch.
ACC
Guanghui Yang, Rui Wang, Zuhua Xu, Zhijiang Shao
2023 J jnl
Multi-scale adaptive multivariate state estimation fault detection enhancement for time-varying industrial system based on multi-output Gaussian process autoregression.
Comput. Ind. Eng.
Yan Liu, Zuhua Xu, Jun Zhao, Chunyue Song, Zhijiang Shao
2023 J jnl
Nonparametric identification based on Gaussian process regression for distributed parameter systems.
Int. J. Syst. Sci.
Lijie Wang, Zuhua Xu, Jun Zhao, Zhijiang Shao
2023 J jnl
Physics-informed gated recurrent graph attention unit network for anomaly detection in industrial cyber-physical systems.
Inf. Sci.
Weiqiang Wu, Chunyue Song, Jun Zhao, Zuhua Xu
2023 J jnl
Quasi-Newton extremum seeking control based on incremental recursive identification.
Comput. Chem. Eng.
Wenrui Ma, Zuhua Xu, Jun Zhao, Shuangxi Zhang, Zhijiang Shao
2023 J jnl
Safe reinforcement learning method integrating process knowledge for real-time scheduling of gas supply network.
Inf. Sci.
Pengwei Zhou, Zuhua Xu, Xiaoping Zhu, Jun Zhao, Chunyue Song, Zhijiang Shao
2023 J jnl
Shadow operator: Effective dynamic load change operation training in air separation processes based on industrial nonlinear MPC and Bloom's taxonomy.
CoRR
Guanghui Yang, Zhijiang Shao, Rui Wang, Zuhua Xu, Lidan Cui
2022 J jnl
Closed-loop robust steady-state target calculation for model predictive control.
Comput. Chem. Eng.
Minghao Chen, Zuhua Xu, Jun Zhao, Yucai Zhu, Zhijiang Shao, Xiang Li
2022 — conf
How to Apply Bloom's Taxonomy to Operator Education in the Way of Human-Machine Cooperation?
HCI (28)
Guanghui Yang, Zhijiang Shao, Zuhua Xu
2022 J jnl
Long-term prediction enhancement based on multi-output Gaussian process regression integrated with production plans for oxygen supply network.
Comput. Chem. Eng.
Pengwei Zhou, Zuhua Xu, Xudong Peng, Jun Zhao, Zhijiang Shao
2022 J jnl
Optimal Iterative Learning Control for Batch Processes in the Presence of Time-Varying Dynamics.
IEEE Trans. Syst. Man Cybern. Syst.
Jingyi Lu, Zhixing Cao, Qinran Hu, Zuhua Xu, Wenli Du, Furong Gao
2021 J jnl
A distributed model predictive control algorithm with the gap metric output feedback decoupling.
Comput. Chem. Eng.
Jiaorao Wang, Zuhua Xu, Chunyue Song, Yi Yao, Jun Zhao
2021 J jnl
An event-triggered model predictive control with exponentially stable offset free for PWA systems with model-plant mismatch.
J. Frankl. Inst.
Bingyun Li, Chunyue Song, Jun Zhao, Zuhua Xu
2021 — conf
Industrial Turing Test: concept and practice.
DTPI
Zhijiang Shao, Guanghui Yang, Zuhua Xu
2021 J jnl
Long-term hybrid prediction method based on multiscale decomposition and granular computing for oxygen supply network.
Comput. Chem. Eng.
Pengwei Zhou, Zuhua Xu, Jun Zhao, Chunyue Song, Zhijiang Shao
2020 J jnl
A PWA model identification method for nonlinear systems using hierarchical clustering based on the gap metric.
Comput. Chem. Eng.
Jiaorao Wang, Chunyue Song, Jun Zhao, Zuhua Xu
2020 J jnl
Two-dimensional recursive least squares identification based on local polynomial modeling for batch processes.
Comput. Chem. Eng.
Zuhua Xu, Guodong Zhu, Jun Zhao, Zhijiang Shao
2019 — conf
An effcient iterative approach for dynamic output feedback robust model predictive control.
ASCC
Jianchen Hu, Baocang Ding, Yong Wang, Jun Zhao, Zuhua Xu, Tao Zou, Yuanqing Yang, Xubin Ping
2019 — conf
Dynamic Matrix Control With Feed-Forward for Target Tracking.
ASCC
Minghao Chen, Zuhua Xu, Jun Zhao, Zhijiang Shao
2019 — conf
Neighbour-based Synchronous Distributed Receding Horizon Control for Multi-agent Systems.
ASCC
Yuanqing Yang, Baocang Ding, Jun Zhao, Zuhua Xu, Tao Zou, Yong Wang, Jianchen Hu, Xubin Ping
2019 J jnl
Tube-based output feedback model predictive control of polytopic uncertain system with bounded disturbances.
J. Frankl. Inst.
Yuanqing Yang, Baocang Ding, Zuhua Xu, Jun Zhao
2018 J jnl
An integrated output space partition and optimal control method of multiple-model for nonlinear systems.
Comput. Chem. Eng.
Chunyue Song, Bing Wu, Jun Zhao, Zuhua Xu
2017 — conf
Distributed model predictive control algorithm based on event-trigger.
ASCC
Minghao Chen, Yuanlong Liu, Jun Zhao, Zuhua Xu
2015 — conf
Model predictive control strategy based on prediction error feedforward for superheating process.
ASCC
Ruqi Yang, Jia Luo, Jun Zhao, Zuhua Xu
2014 J jnl
Convergence Analysis and Digital Implementation of a Discrete-Time Neural Network for Model Predictive Control.
IEEE Trans. Ind. Electron.
Yang Lu, Dewei Li, Zuhua Xu, Yugeng Xi
2013 — conf
Linear offset-free model predictive control: A minimum-variance unbiased filter based approach.
CDC
Haokun Wang, Jun Zhao, Zuhua Xu, Zhijiang Shao
2010 J jnl
Model predictive control with an on-line identification model of a supply chain unit.
J. Zhejiang Univ. Sci. C
Jian Niu, Zuhua Xu, Jun Zhao, Zhijiang Shao, Jixin Qian
2009 — conf
Periodic Disturbance Rejection Method Using Iterative Learning Predictive Function Control.
FSKD (2)
Jing Wang, Jun Zhao, Zuhua Xu, Jixin Qian
2008 — conf
A Scheme of Model Invalidation Assessment for Multivariable Dynamic Matrix Controllers.
FSKD (2)
Tengwei Liang, Jun Zhao, Zuhua Xu, Jixin Qian