成果/Result
- Optimal Iterative Learning Control for Batch Processes in the Presence of Time-Varying Dynamics被引量：27收藏
- 作者：Lu, Jingyi Cao, Zhixing Hu, Qinran Xu, Zuhua Du, Wenli Gao, Furong
- 机构：East China Univ Sci & Technol;Paderborn Univ;Southeast Univ;Zhejiang Univ;Hong Kong Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2022
- 关键词：Uncertainty Computational modeling Optimization Convergence Batch production systems Time-varying systems Upper bound Batch process minimax optimization optimal iterative learning control (OILC) robust monotonic convergence time-varying uncertainty
- Objectives, challenges, and prospects of batch processes: Arising from injection molding applications被引量：15收藏
- 作者：Zhou, Yuanqiang Cao, Zhixing Lu, Jingyi Zhao, Chunhui Li, Dewei Gao, Furong
- 机构：Hong Kong Univ Sci & Technol;East China Univ Sci & Technol;Zhejiang Univ;Shanghai Jiao Tong Univ;Minist Educ China
- 来源：KOREAN JOURNAL OF CHEMICAL ENGINEERING 2022
- 关键词：Injection Molding Batch Process Process Modeling Process Control Process Monitoring Quality Optimization
- A Selective Migration-Based Improved GPR Modeling Method for Batch Process被引量：8收藏
- 作者：Gao, Kaihua Zhou, Yuanqiang Lu, Jingyi Gao, Furong
- 机构：Hong Kong Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol;Guangzhou HKUST Fok Ying Tung Res Inst
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2024
- 关键词：Batch process Gaussian process regression (GPR) modeling optimization
- Control-Oriented Two-Dimensional Online System Identification for Batch Processes被引量：5收藏
- 作者：Gao, Kaihua Lu, Jingyi Xu, Zuhua Gao, Furong
- 机构：Hong Kong Univ Sci & Technol;Zhejiang Univ;East China Univ Sci & Technol;Paderborn Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2021
- 关键词：Batch data processing - Predictive control systems - Robust control - System theory
- A computationally efficient policy optimization scheme in feedback iterative learning control for nonlinear batch process被引量：3收藏
- 作者：Gao, Kaihua Lu, Jingyi Zhou, Yuanqiang Gao, Furong
- 机构：Hong Kong Univ Sci & Technol;East China Univ Sci & Technol;Tongji Univ;Guangzhou HKUST Fok Ying Tung Res Inst
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2025
- 关键词：Batch process control Iterative learning control Policy optimization Gaussian process
- Optimally Selected Cycle-Based ILC for System With Randomly Varying Initial State被引量：3收藏
- 作者：Gao, Kaihua Zhou, Yuanqiang Gao, Furong Lu, Jingyi
- 机构：Hong Kong Univ Sci & Technol;Tongji Univ;Hong Kong Univ Sci & Technol HKUST;Guangzhou HKUST Fok Ying Tung Res Inst;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2025
- 关键词：Learning systems Uncertain systems Trajectory Convergence Sensitivity Optimization Manipulators Indexes Chemicals Biology Iterative learning control (ILC) optimization randomly varying initial state repetitive process
- An efficient 3D cutting scheme for detecting defects on products of complex geometry被引量：3收藏
- 作者：Wang, Rui Lu, Jingyi Du, Wei Jiang, Qingchao Cao, Zhixing
- 机构：East China Univ Sci & Technol;Queens Univ
- 来源：MEASUREMENT 2025
- 关键词：Defect detection Product quality control Automated inspection Point cloud
- A rigorous model for hydrogen response in industrial propylene polymerization loop reactors: From micro-mechanism to macro-behavior被引量：2收藏
- 作者：Zhang, Xixiang Lu, Jingyi Li, Shenjie Tian, Zhou Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Qingyuan Innovat Lab
- 来源：CHEMICAL ENGINEERING SCIENCE 2025
- 关键词：Mathematical modeling Propylene polymerization Industrial loop reactor Kinetic mechanism Dormant-site theory Hydrogen response
- Learning of Iterative Learning Control for Flexible Manufacturing of Batch Processes被引量：2收藏
- 作者：Xu, Libin Zhong, Weimin Lu, Jingyi Gao, Furong Qian, Feng Cao, Zhixing
- 机构：East China Univ Sci & Technol;Paderborn Univ;Hong Kong Univ Sci & Technol
- 来源：ACS OMEGA 2022
- A knowledge-guided neural network framework for accelerated design of composite materials: Application in high-performance biodegradable shape memory foams被引量：0收藏
- 作者：Gong, Zheng Tian, Zhou Lu, Jingyi Zhao, Ling Qian, Feng
- 机构：East China Univ Sci & Technol;Qingyuan Innovat Lab;East China Univ Sci & Technol
- 来源：POLYMER 2026
- 关键词：Shape memory Biodegradable Polymer foams Neural network
- Decouple to adaptive diagnosis: A dual-head open-set framework for cross-condition injection molding process被引量：0收藏
- 作者：Hu, Guangze Lu, Jingyi Ali, Husnain Dong, Hao Xu, Fangjian Zhang, Zheng Gao, Furong
- 机构：Hong Kong Univ Sci & Technol;East China Univ Sci & Technol;Guangzhou HKUST Fok Ying Tung Res Inst
- 来源：JOURNAL OF PROCESS CONTROL 2026
- 关键词：Batch processes Cross-domain fault diagnosis Domain shift Out-of-distribution Open-set domain adaptation
