钟伟民 收藏
( 任职于 信息科学与工程学院自动化研究所)
华东理工大学信息科学与工程学院副院长、自动化研究所所长，教授，博士生导师。国家自然科学基金委优秀青年基金获得者，霍尼韦尔学者，上海市人才发展资金获得者。 1998年毕业于浙江大学控制系工业自动化专业，2006年获浙江大学控制科学与工程专业博士学位，同年进入华东理工大学从事博士后与教学科研工作至今。研究方向包括机器学习、智能优化方法，工业过程建模与优化控制，炼化一体化智能优化制造等。 承担和负责国家重点研发计划课题、国家自然科学基金项目、国家863计划、国家科技支撑项目、中石化科技开发项目等10多项。申请国家发明专利30多件，登记计算机软件著作权30多件，发表论文80多篇。获2011... 详细>>
被引量：3,564H指数：30SCI-EXPANDED： 171 EI： 216 北大核心： 44 CSSCI： 1 CSCD： 56
- Secure impulsive synchronization control of multi-agent systems under deception attacks被引量：280收藏
- 作者：He, Wangli Gao, Xiaoyang Zhong, Weimin Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2018
- 关键词：Bounded synchronization Multi-agent systems False data injection Deception attack Secure control Impulsive control
- 质疑
- Large-scale industrial energy systems optimization under uncertainty: A data-driven robust optimization approach被引量：111收藏
- 作者：Shen, Feifei Zhao, Liang Du, Wenli Zhong, Weimin Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：APPLIED ENERGY 2020
- 关键词：Large-scale industrial energy systems Uncertainty Data-driven robust optimization Operational optimization Mixed-integer non-linear programming
- 质疑
- High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach被引量：102收藏
- 作者：Du, Wei Zhong, Weimin Tang, Yang Du, Wenli Jin, Yaochu
- 机构：East China Univ Sci & Technol;Univ Surrey
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2019
- 关键词：Decision variable classification (DVC) evolutionary multi-objective optimization high-dimensional optimization robust evolutionary optimization robust order scheduling
- 质疑
- Fundamental Theories and Key Technologies for Smart and Optimal Manufacturing in the Process Industry被引量：82收藏
- 作者：Qian, Feng Zhong, Weimin Du, Wenli
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING 2017
- 关键词：Process industry Smart and optimal manufacturing Green manufacturing High-end manufacturing Optimality assessment
- 质疑
- Fruit fly optimization algorithm based on differential evolution and its application on gasification process operation optimization被引量：73收藏
- 作者：Niu, Jinwei Zhong, Weimin Liang, Yi Luo, Na Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2015
- 关键词：Fruit fly optimization algorithm Smell concentration judgment Differential evolution Coal gasification
- 质疑
- Distributed process monitoring based on canonical correlation analysis with partly-connected topology被引量：58收藏
- 作者：Peng, Xin Ding, Steven X. Du, Wenli Zhong, Weimin Qian, Feng
- 机构：East China Univ Sci & Technol;Univ Duisburg Essen;Tongji Univ
- 来源：CONTROL ENGINEERING PRACTICE 2020
- 关键词：Fault detection Distributed process monitoring Canonical correlation analysis Residual generation
- 质疑
- Opengcd: Assisting Open World Recognition with Generalized Category Discovery被引量：52收藏
- 作者：Gao, Fulin Zhong, Weimin Cao, Zhixing Peng, Xin Li, Zhi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：SSRN 2024
- 质疑
- Self-Healing Control for Wastewater Treatment Process Based on Variable-Gain State Observer被引量：47收藏
- 作者：Du, Peihao Zhong, Weimin Peng, Xin Li, Linlin Li, Zhi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Sci & Technol Beijing;Univ Sci & Technol Beijing
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2023
- 关键词：Adaptive control failure compensation self-healing control variable-gain state observer (VSO) wastewater treatment process (WWTP)
- 质疑
- AT-Attn: Temporal-Aware Cross-Attention for Longitudinal Multimodal Alzheimer’s Disease Diagnosis被引量：46收藏
- 作者：Du, Xinyue Liu, Yibo Zhou, Zhenglei Yao, Xuancheng Zhong, Weimin Chen, Qiuhui
- 机构： School of Information Science and Engineering; School of Computer Science; Tencent
- 来源：arXiv 2026
- 关键词：Information fusion - Magnetic resonance imaging - Medical imaging - Neurodegenerative diseases - Plasma diagnostics
- 质疑
- HiPerformer: A High-Performance Global–Local Segmentation Model with Modular Hierarchical Fusion Strategy被引量：45收藏
- 作者：Tan, Dayu Xu, Zhenpeng Su, Yansen Peng, Xin Zheng, Chunhou Zhong, Weimin
- 机构： Key Laboratory of Intelligent Computing and Signal Processing; Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：arXiv 2025
- 关键词：Medical image processing - Semantics - Signal encoding
- 质疑
- Teacher-Student Uncertainty Autoencoder for the Process-Relevant and Quality-Relevant Fault Detection in the Industrial Process被引量：45收藏
- 作者：Yang, Dan Peng, Xin Lu, Yusheng Huang, Haojie Zhong, Weimin
- 机构： East China University of Science and Technology
- 来源：IEEE Transactions on Artificial Intelligence 2023
- 关键词：Fault detection - Feature extraction - Gaussian distribution - Gaussian noise (electronic) - Iterative methods - Learning systems - Personnel training - Process monitoring - Reclamation - Students - Uncertainty analysis
- 质疑
- Asynchronous double consensus-based distributed optimization for sustainable industrial utility systems被引量：44收藏
- 作者：Kong, Minxue Peng, Xin Li, Zhi Shen, Feifei Liu, Yurong Zhong, Weimin
- 机构： State Key Laboratory of Chemical Engineering and Low-Carbon Technology; School of Information Science and Engineering; Key Laboratory of Smart Manufacturing in Energy Chemical Process; State Key Laboratory of Industrial Control Technology
- 来源：Energy 2025
- 关键词：Electric manufacturing plants - Gas plants - Location - NP-hard - Solar fuels - Solar heating - Topology
- 质疑
- Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning被引量：42收藏
- 作者：Tan, Dayu Huang, Zheng Peng, Xin Zhong, Weimin Mahalec, Vladimir
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; School of Engineering Practice and Technology; Shanghai Institute of Intelligent Science and Technology; Department of Chemical Engineering
- 来源：arXiv 2021
- 关键词：Cluster analysis - Convolutional neural networks - Deep neural networks - Fuzzy inference - Fuzzy neural networks - Iterative methods - Quality control - Unsupervised learning
- 质疑
- MSD-KMamba: Bidirectional Spatial-Aware Multi-Modal 3D Brain Segmentation via Multi-scale Self-Distilled Fusion Strategy被引量：42收藏
- 作者：Tan, Dayu Zhang, Ziwei Su, Yansan Peng, Xin Dai, Yike Zheng, Chunhou Zhong, Weimin
- 机构： Key Laboratory of Intelligent Computing and Signal Processing; Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Orthopedic
- 来源：arXiv 2025
- 关键词：Brain - Computational complexity - Computational efficiency - Distillation - Extraction - Feature extraction - Medical image processing - Semantics
- 质疑
- 改进的混沌粒子群优化算法被引量：41收藏
- 作者：刘玲 钟伟民 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《华东理工大学学报（自然科学版）》 2010
- 关键词：混合算法 混沌 粒子群 优化
- 摘要：针对传统的简单粒子群算法(SPSO)早熟、易陷入局部最优的缺陷,提出了一种改进的混沌粒子群优化算法(CPSO)。该算法根据混沌算法遍历性的特点,选择合适的混沌映射提取SPSO初始种群,使粒子均匀分布在解空间。当SPSO陷...
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- Optimal Control of a Chemical Vapor Deposition Reactor for Polysilicon Production Based on Adaptive Dynamic Programming Method被引量：41收藏
- 作者：Zhang, Yuze Peng, Xin Liu, Hu Xue, Dong Zhong, Weimin
- 机构： East China University of Science and Technology; Xinjiang Gones Energy Technology Co.
- 来源：CFIMA 2024 - Proceedings of 2024 2nd International Conference on Frontiers of Intelligent Manufacturing and Automation 2025
- 关键词：Adaptive control systems - Dynamic programming - Hard facing - Optimal control systems - Surface analysis - Surface temperature - Thermal variables control
- 质疑
- Representation evaluation block-based teacher-student network for the industrial quality-relevant performance modeling and monitoring被引量：40收藏
- 作者：Yang, Dan Peng, Xin Lu, Yusheng Huang, Haojie Zhong, Weimin
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Shanghai Institute of Intelligent Science and Technology
- 来源：arXiv 2021
- 关键词：Fault detection - Industrial water treatment - Learning systems - Process control - Process monitoring - Students - Uncertainty analysis
- 质疑
- Optimized Gaussian-Process-Based Probabilistic Latent Variable Modeling Framework for Distributed Nonlinear Process Monitoring被引量：39收藏
- 作者：Jiang, Qingchao Jiang, Jiashi Zhong, Weimin Yan, Xuefeng
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2023
- 关键词：Distributed process monitoring fault detection Gaussian process probabilistic latent variable model
- 质疑
- Performance-guaranteed adaptive self-healing control for wastewater treatment processes被引量：39收藏
- 作者：Du, Peihao Peng, Xin Li, Zhongmei Li, Linlin Zhong, Weimin
- 机构：East China Univ Sci & Technol;Univ Sci & Technol Beijing
- 来源：JOURNAL OF PROCESS CONTROL 2022
- 关键词：Self-healing control Adaptive control Wastewater treatment processes (WWTPs) Non-ideal actuator User-defined performance
- 质疑
- Bipartite consensus for a class of nonlinear multi-agent systems under switching topologies: A disturbance observer-based approach被引量：39收藏
- 作者：Wang, Qiang He, Wangli Zino, Lorenzo Tan, Dayu Zhong, Weimin
- 机构：East China Univ Sci & Technol;Univ Groningen;Anhui Univ;Tongji Univ
- 来源：NEUROCOMPUTING 2022
- 关键词：Nonlinear MASs Bipartite consensus Directed fixed and switching topologies Disturbance observer Output feedback control
- 质疑
- Owfd-Up: An Open-World Fault Diagnosis Scheme Based on Uncertainty and Prototypes被引量：39收藏
- 作者：Gao, Fulin Zhong, Weimin Jiang, Qingchao Peng, Xin Li, Zhi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：SSRN 2023
- 关键词：Fault detection - Feature Selection - Standardization - Uncertainty analysis - Wastewater treatment
- 质疑
- Fully Distributed Event-Triggered Bipartite Consensus of Linear Multi-Agent Systems With Quantized Communication被引量：38收藏
- 作者：Wang, Qiang Li, Shifen He, Wangli Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS 2022
- 关键词：Circuits and systems Vehicle dynamics Consensus control Topology Q measurement Protocols Multi-agent systems Multi-agent systems (MASs) bipartite consensus fully distributed dynamic event-triggered mechanism (DETM) logarithmic quantizer
- 质疑
- Regularized Wasserstein Distance-Based Joint Distribution Adaptation Approach for Fault Detection Under Variable Working Conditions被引量：36收藏
- 作者：Yang, Dan Peng, Xin Su, Cheng Li, Linlin Cao, Zhixing Zhong, Weimin
- 机构：East China Univ Sci & Technol;Univ Sci & Technol Beijing;Qingyuan Innovat Lab
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2024
- 关键词：Domain adaptation fault detection linear discriminant analysis Wasserstein distance (WD) wastewater treatment process (WWTP)
- 质疑
- Hybrid Strategy Integrating Variable Selection and a Neural Network for Fluid Catalytic Cracking Modeling被引量：36收藏
- 作者：Long, Jian Li, Tianyue Yang, Minglei Hu, Guihua Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Backpropagation - Sensitivity analysis - Principal component analysis - Fluid catalytic cracking - Optimization
- 质疑
- Online Quality Prediction of Industrial Terephthalic Acid Hydropurification Process Using Modified Regularized Slow-Feature Analysis被引量：34收藏
- 作者：Zhong, Weimin Jiang, Chao Peng, Xin Li, Zhi Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2018
- 关键词：Forecasting - Textile industry - Learning systems - Quality control
- 质疑
- Dynamic Modeling and Economic Model Predictive Control with Production Mode Switching for an Industrial Catalytic Naphtha Reforming Process被引量：34收藏
- 作者：Wei, Min Yang, Minglei Qian, Feng Du, Wenli He, Wangli Zhong, Weimin
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Industrial and Engineering Chemistry Research 2017
- 关键词：Catalytic reforming - Controllers
- 质疑
- Compartment modeling of coal gasification in an entrained flow gasifier: A study on the influence of operating conditions被引量：33收藏
- 作者：Kong, Xiangdong Zhong, Weimin Du, Wenli Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：ENERGY CONVERSION AND MANAGEMENT 2014
- 关键词：Entrained flow gasifier Compartment model Recirculation ratio Efficient syngas yield Oxygen consumption
- 质疑
- OpenGCD: Assisting Open World Recognition with Generalized Category Discovery被引量：33收藏
- 作者：Gao, Fulin Zhong, Weimin Cao, Zhixing Peng, Xin Li, Zhi
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：arXiv 2023
- 关键词：Classification (of information)
- 质疑
- Data-Driven Stochastic Robust Optimization for Industrial Energy System Considering Renewable Energy Penetration被引量：32收藏
- 作者：Shen, Feifei Zhao, Liang Du, Wenli Zhong, Weimin Peng, Xin Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：ACS SUSTAINABLE CHEMISTRY & ENGINEERING 2022
- 关键词：industrial energy system stochastic robust optimization machine learning renewable energy uncertainty multiobjective optimization
- 质疑
- Operation optimization of hydrocracking process based on Kriging surrogate model被引量：32收藏
- 作者：Zhong, Weimin Qiao, Cheng Peng, Xin Li, Zhi Fan, Chen Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：CONTROL ENGINEERING PRACTICE 2019
- 关键词：Hydrocracking process Kriging surrogate model GLSS algorithm Optimization of operating condition
- 质疑
