成果/Result
- Backstepping Controller Design and Parameter Optimization for Uncertain Nonlinear Chemical Processes被引量：24收藏
- 作者：Wu, Tiantian Tian, Yifan Lu, Jingyi
- 机构： East China University of Science and Technology
- 来源：Chinese Control Conference, CCC 2025
- 关键词：Backstepping - Design - Genetic algorithms - Nonlinear analysis - Parameter estimation - Process control - System stability
- Model Predictive Control with Variable Sampling Time for Nonlinear Continuous Time Chemical Processes被引量：21收藏
- 作者：Xian, Shangjun Wu, Tiantian Li, Shenjie Tian, Zhou Lu, Jingyi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：14th Asian Control Conference, ASCC 2024 2024
- 关键词：Batch reactors - Chemical variables control - Continuous time systems - Digital control systems - Discrete time control systems - Nonlinear equations - Numerical control systems - Predictive control systems - Time varying control systems
- A jointly optimal design of control and scheduling in networked systems under denial-of-service attacks被引量：18收藏
- 作者：Lu, Jingyi Quevedo, Daniel E.
- 机构：East China Univ Sci & Technol;Queensland Univ Technol
- 来源：AUTOMATICA 2023
- 关键词：Networked control Cyber attacks Kalman filter Dynamic programming Stochastic game
- Optimizing the Scheduling of Localization Sensors for an Intelligent Robot by REInforcement Learning被引量：18收藏
- 作者：Qin, Yingying Liu, Chang He, Binghan Zhang, Shijie Mo, Yanfang Lu, Jingyi Yang, Chao
- 机构： School of Information Science and Engineering; Lingnan University
- 来源：Chinese Control Conference, CCC 2025
- 关键词：Behavioral research - Computation theory - Intelligent robots - Markov processes - Mobile robots - Navigation - Optimization
- Coding for Secrecy in Remote State Estimation With an Adversary被引量：17收藏
- 作者：Luecke, Marvin Lu, Jingyi Quevedo, Daniel E.
- 机构：Zuse Inst Berlin;East China Univ Sci & Technol;Queensland Univ Technol
- 来源：IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2022
- 关键词：Eavesdropping privacy remote state estimation state-secrecy codes
- Kinetics Parameter Identification of Chain Shuttling Polymerization Based on Physics-Informed Neural Networks被引量：16收藏
- 作者：Zhao, Jieming Tian, Zhou Zhang, Xixiang Duan, Zhaoyang Lu, Jingyi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：IFAC-PapersOnLine 2024
- 关键词：Chain length - Polymerization - Structural dynamics
- Control-Oriented Modeling for Industrial Propylene Polymerization Process based on Physics-Informed Neural Network被引量：15收藏
- 作者：Li, Shenjie Zhang, Xixiang Tian, Zhou Lu, Jingyi Du, Wenli Qian, Feng
- 机构： Ministry of Education; Qingyuan Innovation Laboratory
- 来源：14th Asian Control Conference, ASCC 2024 2024
- 关键词：Gluing - Lagrange multipliers
- Stealthy Hacking and Secrecy of Controlled State Estimation Systems With Random Dropouts被引量：9收藏
- 作者：Lu, Jingyi Quevedo, Daniel E. E. Gupta, Vijay Dey, Subhrakanti
- 机构：East China Univ Sci & Technol;Queensland Univ Technol QUT;Univ Notre Dame;Maynooth Univ
- 来源：IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2023
- 关键词：Bilevel programming constrained Markov decision process remote state estimation stealthy attack system security and privacy
- A Perspective on Artificial Intelligence for Process Manufacturing被引量：5收藏
- 作者：Mann, Vipul Lu, Jingyi Venkatasubramanian, Venkat Gani, Rafiqul
- 机构：Columbia Univ;East China Univ Sci & Technol;PSE SPEED Co;Szecheny Istvan Univ;Hong Kong Univ Sci & Technol Guangzhou
- 来源：ENGINEERING 2025
- 关键词：Artificial intelligence Machine learning Process systems engineering Manufacturing
- A local space transfer learning-based parallel Bayesian optimization with its application被引量：3收藏
- 作者：Yang, Luhang Zhang, Xixiang Lu, Jingyi Tian, Zhou Du, Wenli
- 机构：East China Univ Sci & Technol;Qingyuan Innovat Lab;Longmen Lab
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2024
- 关键词：Transfer learning Bayesian optimization Process parameters Parallel framework Local search space
- Artificial intelligence-assisted design of new chemical materials: a perspective被引量：3收藏
- 作者：Qian, Feng Du, Wenli Zhong, Weimin Tang, Yang Lu, Jingyi
- 机构：East China Univ Sci & Technol
- 来源：SCIENCE CHINA-INFORMATION SCIENCES 2024
- ML-PINN: A memory-efficient physics-informed Mamba-LSTM network for fast and accurate PDE solving被引量：2收藏
- 作者：Gao, Yiming Wang, Bing Lu, Jingyi Tian, Zhou
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2025
- 关键词：Physics-informed neural network Mamba LSTM Sequence-to-sequence modeling Memory-efficient deep learning
- Guided Explicit Mechanism Property Generation Using WGAN and Integrated Regression Model for Insufficient Gasoline NIR Data Augmentation被引量：1收藏
- 作者：Luan, Jingran He, Kaixun Zhong, Weimin Peng, Xin Lu, Jingyi Wang, Qiang
- 机构：East China Univ Sci & Technol;Sch Shandong Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol;Naval Aviat Univ
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2025
- 关键词：Data augmentation sample diversity enhancement spectral properties generation WasserstEIn generative adversarial network (WGAN) Data augmentation sample diversity enhancement spectral properties generation WasserstEIn generative adversarial network (WGAN)
- A General Methodology for Kinetic Parameter Estimation of Industrial Propylene Multistage Polymerization Process Using High-Efficient Enhanced RIME Algorithm被引量：0收藏
- 作者：Zhang, Xixiang Lu, Jingyi Tian, Zhou Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Qingyuan Innovat Lab
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2025
- 关键词：Chains - Copolymerization - Ethylene - Evolutionary algorithms - Industrial plants - Kinetic parameters - Optimization - Parameter estimation - Random processes - Sensitivity analysis
- Active-learning-based rational inverse design of ionic liquids for interfacial property optimization被引量：0收藏
- 作者：Zhao, Shuheng Tian, Yifan Ma, Zhihong Zheng, Weizhong Lu, Jingyi Sun, Weizhen Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：AICHE JOURNAL 2026
- 关键词：active learning interfacial performance prediction ionic liquid molecular motif control rational inverse molecular design
