成果/Result
- Data-driven individual-joint learning framework for nonlinear process monitoring被引量：32收藏
- 作者：Jiang, Qingchao Yan, Shifu Yan, Xuefeng Chen, Shutian Sun, Jinggao
- 机构：East China Univ Sci & Technol
- 来源：CONTROL ENGINEERING PRACTICE 2020
- 关键词：Individual-joint learning Deep neural network Nonlinear process monitoring Fault detection
- Test-based model-free adaptive iterative learning control with strong robustness被引量：15收藏
- 作者：Kou, Zhicheng Sun, Jinggao
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE 2023
- 关键词：Iterative learning control (ILC) nonlinear control robustness model-free control algorithm model-free adaptive control
- GRU-based model-free adaptive control for industrial processes被引量：6收藏
- 作者：Sun, Jinggao Wei, Ziqing Liu, Xing
- 机构：East China Univ Sci & Technol
- 来源：NEURAL COMPUTING & APPLICATIONS 2023
- 关键词：Model-free adaptive control Recurrent neural network Gated recurrent unit Attention mechanism
- An Industrial Fault Diagnosis Method Based on Graph Attention Network被引量：6收藏
- 作者：Hou, Yan Sun, Jinggao Liu, Xing Wei, Ziqing Yang, Haitao
- 机构：East China Univ Sci & Technol;Huazhong Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2024
- 关键词：Fault detection - Network theory (graphs) - Spatio-temporal data
- Learning the Spatiotemporal Evolution Law of Wave Field Based on Convolutional Neural Network被引量：5收藏
- 作者：Liu Xing Gao Zhiyi Hou Fang Sun Jinggao
- 机构：East China Univ Sci & Technol;Natl Marine Environm Forecasting Ctr
- 来源：JOURNAL OF OCEAN UNIVERSITY OF CHINA 2022
- 关键词：wave evolution machine learning convolutional neural network hard example mining
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- Dynamic event-triggered model-free adaptive control for networked control systems with random packet loss被引量：4收藏
- 作者：Sun, Jinggao Lu, Huiyong Yan, Huaicheng Kou, Zhicheng
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL 2025
- 关键词：dual-channel dynamic event-triggered linear data model model-free adaptive control nonlinear networked control systems random packet loss
- A Motor Rehabilitation BMI System Design Through Improving the SJIT Model and Introducing an MPC-based Auxiliary Controller被引量：3收藏
- 作者：Pan, Hongguang Mi, Wenyu Zhong, Weimin Sun, Jinggao
- 机构：Xian Univ Sci & Technol;Minist Educ;Xi An Jiao Tong Univ;East China Univ Sci & Technol
- 来源：COGNITIVE COMPUTATION 2021
- 关键词：Brain-machine interface Model improvement Model predictive control Auxiliary controller Closed-loop system
- Multi-stage Nonlinear Model Predictive Control with Online Scenario Update for Semi-batch Polymerization Processes被引量：2收藏
- 作者：Sun, Jing-Gao Chen, Xian-Feng Su, Guang-Hao Wang, Meng Pan, Hong-Guang
- 机构：East China Univ Sci & Technol;Xian Unvers Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS 2022
- 关键词：Bayesian probability weight MSNMPC OCFE online scenario update semi-batch polymerization
- Model-free inversion-based iterative learning control algorithm with adaptive gain: Achieving superior robustness and convergence被引量：2收藏
- 作者：Kou, Zhicheng Sun, Jinggao
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：OPTIMAL CONTROL APPLICATIONS & METHODS 2024
- 关键词：gain design iterative learning control model-free inversion-based algorithm robustness
- The Research on Modeling and Simulation of TFE Polymerization Process被引量：2收藏
- 作者：Sun, Jing Gao Cao, Qin
- 机构：Minist Educ;E China Univ Sci & Technol
- 来源：MATHEMATICAL PROBLEMS IN ENGINEERING 2014
- 关键词：Batch reactors - Polytetrafluoroethylenes - Emulsification
- Hybrid-based model-free iterative learning control with optimal performance被引量：1收藏
- 作者：Kou, Zhicheng Sun, Jinggao Su, Guanghao Wang, Meng Yan, Huaicheng
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE 2023
- 关键词：Iterative learning control (ILC) inversion-based control model-free control hybrid-based strategy
- Data-driven anti-windup compensator synthesis for unknown linear systems with time delay被引量：1收藏
- 作者：Su, Guanghao Sun, Jinggao Li, Zhichen Pan, Hongguang
- 机构：East China Univ Sci & Technol;Xian Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE 2021
- 关键词：Anti-windup data-driven control model recovery compensator Smith predictor unknown linear delay system
- Auxiliary controller design and performance comparative analysis in closed-loop brain-machine interface system被引量：1收藏
- 作者：Pan, Hongguang Song, Haoqian Zhang, Qi Mi, Wenyu Sun, Jinggao
- 机构：Xian Univ Sci & Technol;Minist Educ;AVIC Xian Aviat Brake Technol CL LTD;Xi An Jiao Tong Univ;East China Univ Sci & Technol
- 来源：BIOLOGICAL CYBERNETICS 2022
- 关键词：Brain-machine interface Auxiliary controller design Performance analysis Closed-loop system
- Handling Uncertainty in Semi-Batch Process Via Extremum-Seeking and Extended State Observer被引量：0收藏
- 作者：Sun, Jinggao Jiao, Daoshuai Ge, Chenghu Yan, Huaicheng
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING 2026
- 关键词：backstepping control extremum-seeking control gradient estimation model parameters estimation semi-batch process uncertainty estimator
