杜文莉 收藏
( 任职于 信息科学与工程学院自动化研究所)
教授、博士生导师。 【研究方向】工业过程建模、控制与优化；机器学习与人工智能；智能工厂系统与应用。 主要从事化工过程控制与优化运行理论及其工程应用的研究，在Infor. Sci.、IEEE Trans. Autom. Sci. and Eng.、AIChE J.、Ind. Eng. Chem. Res.等化工和自动化领域发表学术论文多篇，成果先后在乙烯、PTA等大型工业装置上应用，先后获得国家科技进步二等奖4 项，省部级一等奖10 项等20余项科技奖励。 ... 详细>>
- Parameters identification of solar cell models using generalized oppositional teaching learning based optimization被引量：360收藏
- 作者：Chen, Xu Yu, Kunjie Du, Wenli Zhao, Wenxiang Liu, Guohai
- 机构：Jiangsu Univ;E China Univ Sci & Technol
- 来源：ENERGY 2016
- 关键词：Solar cell models Parameter identification Teaching learning based optimization Generalized opposition-based learning
- 质疑
- Visualizing RNA dynamics in live cells with bright and stable fluorescent RNAs被引量：249收藏
- 作者：Chen, Xianjun Zhang, Dasheng Su, Ni Bao, Bingkun Xie, Xin Zuo, Fangting Yang, Lipeng Wang, Hui Jiang, Li Lin, Qiuning Fang, Mengyue Li, Ningfeng Hua, Xin Chen, Zhengda Bao, Chunyan Xu, Jinjin Du, Wenli Zhang, Lixin Zhao, Yuzheng Zhu, Linyong Loscalzo, Joseph Yang, Yi
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Chinese Acad Sci;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NATURE BIOTECHNOLOGY 2019
- 关键词：Cells - Enzyme kinetics - Fluorescence - Mammals - Cytology
- 质疑
- Secure Control of Multiagent Systems Against Malicious Attacks: A Brief Survey被引量：226收藏
- 作者：He, Wangli Xu, Wenying Ge, Xiaohua Han, Qing-Long Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol;Southeast Univ;Swinburne Univ Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2022
- 关键词：Control systems Security Network topology Multi-agent systems Cyber-physical systems Communication networks Vehicle dynamics Byzantine attack deception attack denial-of-service (DoS) attack multiagent system (MAS) secure control
- 质疑
- Biogeography-based learning particle swarm optimization被引量：210收藏
- 作者：Chen, Xu Tianfield, Huaglory Mei, Congli Du, Wenli Liu, Guohai
- 机构：Jiangsu Univ;Glasgow Caledonian Univ;East China Univ Sci & Technol
- 来源：SOFT COMPUTING 2017
- 关键词：Particle swarm optimization Biogeography-based learning Exemplar generation Biogeography-based optimization Migration
- 质疑
- Heterojunction-redox catalysts of FexCoyMg10CaO for high-temperature CO2 capture and in situ conversion in the context of green manufacturing被引量：196收藏
- 作者：Shao, Bin Hu, Guihua Alkebsi, Khalil A. M. Ye, Guanghua Lin, Xiaoqing Du, Wenli Hu, Jun Wang, Meihong Liu, Honglai Qian, Feng
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Sheffield
- 来源：ENERGY & ENVIRONMENTAL SCIENCE 2021
- 关键词：Catalyst activity - Cobalt compounds - Cost effectiveness - Carbon dioxide - Heterojunctions - Magnesia - Sintering - Oxygen vacancies - Electric potential - Iron oxides
- 质疑
- Secure Communication Based on Quantized Synchronization of Chaotic Neural Networks Under an Event-Triggered Strategy被引量：187收藏
- 作者：He, Wangli Luo, Tinghui Tang, Yang Du, Wenli Tian, Yu-Chu Qian, Feng
- 机构：East China Univ Sci & Technol;Tongji Univ;Queensland Univ Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2020
- 关键词：Synchronization Chaotic communication Quantization (signal) Output feedback Biological neural networks Security Chaotic neural networks event-triggered strategy quantized synchronization secure communication
- 质疑
- Ternary Compression for Communication-Efficient Federated Learning被引量：160收藏
- 作者：Xu, Jinjin Du, Wenli Jin, Yaochu He, Wangli Cheng, Ran
- 机构：East China Univ Sci & Technol;Tongji Univ;Univ Surrey;Tongji Univ;Southern Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2022
- 关键词：Communication efficiency deep learning federated learning ternary coding
- 质疑
- Multiagent Systems on Multilayer Networks: Synchronization Analysis and Network Design被引量：126收藏
- 作者：He, Wangli Chen, Guanrong Han, Qing-Long Du, Wenli Cao, Jinde Qian, Feng
- 机构：East China Univ Sci & Technol;City Univ Hong Kong;Swinburne Univ Technol;Southeast Univ;Southeast Univ
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2017
- 关键词：Joint synchronization region multiagent system multilayer network synchronization
- 质疑
- Multimode Process Monitoring and Fault Detection: A Sparse Modeling and Dictionary Learning Method被引量：121收藏
- 作者：Peng, Xin Tang, Yang Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2017
- 关键词：Feature extraction locality preserving projection (LPP) non-Gaussian process performance monitoring sparse coding
- 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
- Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey被引量：111收藏
- 作者：Tang, Yang Zhao, Chaoqiang Wang, Jianrui Zhang, Chongzhen Sun, Qiyu Zheng, Wei Xing Du, Wenli Qian, Feng Kurths, Juergen
- 机构：East China Univ Sci & Technol;Shanghai AI Lab;Western Sydney Univ;Potsdam Inst Climate Impact Res;Humboldt Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023
- 关键词：Autonomous systems Navigation Learning systems Deep learning Visualization Simultaneous localization and mapping Sensors Autonomous system deep learning environment perception learning systems navigation reinforcement learning
- 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
- Geometric Structural Ensemble Learning for Imbalanced Problems被引量：100收藏
- 作者：Zhu, Zonghai Wang, Zhe Li, Dongdong Zhu, Yujin Du, Wenli
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2020
- 关键词：Basic classifier ensemble learning geometric structure imbalanced problems machine learning relaxation techniques
- 质疑
- Neural network aided approximation and parameter inference of non-Markovian models of gene expression被引量：86收藏
- 作者：Jiang, Qingchao Fu, Xiaoming Yan, Shifu Li, Runlai Du, Wenli Cao, Zhixing Qian, Feng Grima, Ramon
- 机构：East China Univ Sci & Technol;Univ Edinburgh;Natl Univ Singapore;East China Univ Sci & Technol
- 来源：NATURE COMMUNICATIONS 2021
- 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
- Multi-objective differential evolution with ranking-based mutation operator and its application in chemical process optimization被引量：76收藏
- 作者：Chen, Xu Du, Wenli Qian, Feng
- 机构：E China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2014
- 关键词：Dynamic optimization Multi-objective optimization Differential evolution Ranking-based mutation operator
- 质疑
- Distributed State-of-Charge Balance Control With Event-Triggered Signal Transmissions for Multiple Energy Storage Systems in Smart Grid被引量：67收藏
- 作者：Xing, Lantao Mishra, Yateendra Tian, Yu-Chu Ledwich, Gerard Zhou, Chunjie Du, Wenli Qian, Feng
- 机构：Queensland Univ Technol;Huazhong Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 2019
- 关键词：Battery energy storage systems (BESSs) distributed control event-triggered control smart grid state-of-charge (SoC)
- 质疑
- Biogeography-based optimization with covariance matrix based migration被引量：67收藏
- 作者：Chen, Xu Tianfield, Huaglory Du, Wenli Liu, Guohai
- 机构：Jiangsu Univ;Glasgow Caledonian Univ;E China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2016
- 关键词：Biogeography-based optimization Covariance matrix based migration Global numeric optimization Evolutionary algorithm Rotational invariance
- 质疑
- 基于精英选择和个体迁移的多目标遗传算法被引量：66收藏
- 作者：祁荣宾 钱锋 杜文莉 颜学峰
- 机构：华东理工大学自动化研究所
- 来源：《控制与决策》 2007
- 关键词：多目标优化 遗传算法 Pareto最优解
- 摘要：提出基于遗传算法求解多目标优化问题的方法,将多目标问题分解成多个单目标优化问题,用遗传算法分别在每个单目标种群中并行搜索.在进化过程中的每一代,采用精英选择和个体迁移策略加快多个目标的并行搜索,提出了控制Pareto最优...
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- Adversarial Semantic Augmentation for Training Generative Adversarial Networks under Limited Data被引量：61收藏
- 作者：Yang, Mengping Wang, Zhe Chi, Ziqiu Li, Dongdong Du, Wenli
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Computer Science & Engineering
- 来源：arXiv 2025
- 关键词：Adversarial machine learning - Data assimilation
- 质疑
- Uncertainty analysis of NOx and CO emissions in industrial ethylene cracking furnace using high-precision sparse polynomial chaos expansion被引量：61收藏
- 作者：Hu, Guihua Xu, Linghong Zhao, Liang Du, Wenli Qian, Feng
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：Combustion Science and Technology 2022
- 关键词：Computational fluid dynamics - Ethylene - Expansion - Industrial emissions - Nitrogen oxides - Pollution - Probability distributions - Sensitivity analysis
- 质疑
- Dual RBFNNs-Based Model-Free Adaptive Control With Aspen HYSYS Simulation被引量：60收藏
- 作者：Zhu, Yuanming Hou, Zhongsheng Qian, Feng Du, Wenli
- 机构：East China Univ Sci & Technol;Beijing Jiaotong Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2017
- 关键词：Aspen HYSYS controller dynamic linearization data-driven control (DDC) model-free adaptive control (MFAC) radial basis function
- 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
- Ternary Compression for Communication-Efficient Federated Learning被引量：57收藏
- 作者：Xu, Jinjin Du, Wenli Jin, Yaochu He, Wangli Cheng, Ran
- 机构： The Key Laboratory of Advanced Control and Optimization for Chemical Processes; Shanghai Institute of Intelligent Science and Technology; The Department of Computer Science; Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation
- 来源：arXiv 2020
- 关键词：Deep learning - Privacy-preserving techniques
- 质疑
- EMT-NAS: Transferring architectural knowledge between tasks from different datasets被引量：57收藏
- 作者：Liao, Peng Jin, Yaochu Du, Wenli
- 机构： ECUST; Bielefeld University
- 来源：Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023
- 关键词：Adversarial machine learning - Deep learning - Multi-task learning
- 质疑
- Large-Scale Material and Energy Coupling Systems Optimization for Industrial Refinery with Sustainable Energy Penetration Under Multiple Uncertainties Using Two-Stage Stochastic Programming被引量：54收藏
- 作者：Xu, Tiantian Long, Jian Zhao, Liang Du, Wenli
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; State Key Laboratory of Chemical Engineering
- 来源：SSRN 2023
- 关键词：Energy conservation - Energy utilization - Gas emissions - Gaussian distribution - Greenhouse gases - Integer programming - Nonlinear programming - Solar power generation - Stochastic systems - Wind
- 质疑
- A Survey on Knee-Oriented Multiobjective Evolutionary Optimization被引量：54收藏
- 作者：Yu, Guo Ma, Lianbo Jin, Yaochu Du, Wenli Liu, Qiqi Zhang, Hengmin
- 机构：East China Univ Sci & Technol;Northeastern Univ;Bielefeld Univ;Univ Surrey;Univ Macau
- 来源：IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION 2022
- 关键词：Knee multiobjective optimization preference
- 质疑
- An adaptive decomposition-based evolutionary algorithm for many-objective optimization被引量：52收藏
- 作者：Han, Dong Du, Wenli Du, Wei Jin, Yaochu Wu, Chunping
- 机构：East China Univ Sci & Technol;Univ Surrey;Shanghai Jiao Tong Univ
- 来源：INFORMATION SCIENCES 2019
- 关键词：Evolutionary multi-objective optimization Many-objective optimization Decomposition Convergence Diversity Penalty boundary intersection Adaptation
- 质疑
- A federated data-driven evolutionary algorithm被引量：51收藏
- 作者：Xu, Jinjin Jin, Yaochu Du, Wenli Gu, Sai
- 机构：East China Univ Sci & Technol;Univ Surrey;Univ Surrey
- 来源：KNOWLEDGE-BASED SYSTEMS 2021
- 关键词：Data-driven evolutionary optimization Distributed optimization Federated learning RBFN surrogate model
- 质疑
- Data-Driven Source Term Estimation of Hazardous Gas Leakages Under Variable Meteorological Conditions被引量：49收藏
- 作者：Ni, Chuantao Lang, Ziqiang Wang, Bing Li, Ang Cao, Chenxi Du, Wenli Qian, Feng
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process; Department of Automatic Control and System Engineering
- 来源：SSRN 2024
- 关键词：Accident prevention - Gases - Hazards
- 质疑
