成果/Result
- Dynamic process monitoring using adaptive local outlier factor被引量：44收藏
- 作者：Ma, Yuxin Shi, Hongbo Ma, Hehe Wang, Mengling
- 机构：E China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2013
- 关键词：Time-varying Multimode Non-Gaussian Local outlier factor Moving window Fault detection
- Consensus of Heterogeneous Multiagent Systems Based on Decentralized Event-Triggered Scheme被引量：29收藏
- 作者：Shi, Yanna Yan, Huaicheng Zhou, Ge Shao, Changxing Zhang, Hao Wang, Mengling
- 机构： School of Information Science and Engineering; Shanghai Electromechanical Engineering Institute; Department of Control Science and Engineering
- 来源：2019 12th Asian Control Conference, ASCC 2019 2019
- 关键词：Algebra - Energy utilization - Graph theory - Lyapunov functions
- An improved multi-stage nonlinear model predictive control with application to semi-batch polymerization被引量：27收藏
- 作者：Sun, Jinggao Yuan, Wuyue Xue, Rui Wang, Mengling
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; School of Information Science and Engineering
- 来源：2019 12th Asian Control Conference, ASCC 2019 2019
- 关键词：Predictive control systems - K-means clustering - Polymerization - Chemical industry - Decision trees - Model predictive control - Nonlinear systems - MIMO systems
- A study on the security of public opinion in social networks被引量：25收藏
- 作者：Gao, Long Yang, Wen Wang, Mengling
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018 2018
- 关键词：Social aspects
- Peak traffic forecasting using nonparametric approaches被引量：22收藏
- 作者：Zhang, Yang Wang, Meng-Ling
- 机构： Shanghai Municipal Transportation Information Center; Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education
- 来源：Journal of Shanghai Jiaotong University (Science) 2012
- 关键词：Forecasting - Intelligent vehicle highway systems - Vector spaces - Intelligent systems - Real time systems - Support vector machines
- Hybrid neural network predictor for distributed parameter system based on nonlinear dimension reduction被引量：19收藏
- 作者：Wang, Mengling Qi, Chenkun Yan, Huaicheng Shi, Hongbo
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：NEUROCOMPUTING 2016
- 关键词：Neural network Nonlinear parabolic distributed parameter system Nonlinear dimension reduction Recursive algorithm
- Embedded Interval Type-2 T-S Fuzzy Time/Space Separation Modeling Approach for Nonlinear Distributed Parameter System被引量：18收藏
- 作者：Wang, Mengling Li, Ning Li, Shaoyuan Shi, Hongbo
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ;Minist Educ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2011
- 关键词：Nonlinear equations - Functions - Separation
- Adaptive Local Outlier Probability for Dynamic Process Monitoring被引量：18收藏
- 作者：Ma, Yuxin Shi, Hongbo Wang, Mengling
- 机构：E China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2014
- 关键词：Time-varying Complex data distribution Local outlier probability Multi-mode Fault detection
- Nonlinear dynamic process monitoring based on DLLE-SVDD被引量：18收藏
- 作者：Ma, Yuxin Wang, Mengling Shi, Hongbo
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2012
- 关键词：Feature extraction - Process monitoring - Process control - Data description - Learning algorithms - Matrix algebra
- Robust H∞ Output Feedback Control of Networked Control Systems With Discrete Distributed Delays Subject to Packet Dropout and Quantization被引量：17收藏
- 作者：Xue, Binqiang Yu, Haisheng Wang, Mengling
- 机构：Qingdao Univ;Shandong Prov Key Lab Ind Control Tech;East China Univ Sci & Technol
- 来源：IEEE ACCESS 2019
- 关键词：Networked control systems discrete distributed delays packet dropout quantization
- Distributed reliable L2 - L∞ state estimation for discrete-time delayed neural networks with missing measurements被引量：17收藏
- 作者：Zhang, Hao Yan, Huaicheng Wang, Mengling Shi, Hongbo
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education; School of Information Science and Engineering
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2016
- 关键词：Uncertainty analysis - Stochastic systems - Linear matrix inequalities - Neural networks - Time delay
- Prediction consensus-based distributed Kalman filtering with packet loss被引量：17收藏
- 作者：Fan, Sha Yan, Huaicheng Zhang, Hao Wang, Mengling Zhan, Xisheng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Process of Ministry of Education; Department of Control Science and Engineering; College of Mechatronics and Control Engineering
- 来源：Chinese Control Conference, CCC 2017
- Detection Algorithm of Infrared Dim Small Target Based on FPGA被引量：16收藏
- 作者：Wu, Yingyue Yan, Huaicheng Wang, Mengling
- 机构： Chinese Academy of Sciences; East China University of Science and Technology
- 来源：Proceedings - 2020 Chinese Automation Congress, CAC 2020 2020
- 关键词：Field programmable gate arrays (FPGA) - Signal detection - Pipeline processing systems - Infrared imaging
- Network-based predictive control strategy for spatially distributed system based with quantization被引量：16收藏
- 作者：Wang, M.L. Xue, B.Q. Yan, H.C. Shi, H.B.
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Qingdao University
- 来源：2017 Asian Control Conference, ASCC 2017 2018
- 关键词：Spatial distribution - Distributed parameter control systems - Predictive control systems - Model predictive control - Robust control
- Spatiotemporal prediction for nonlinear parabolic distributed parameter system using an artificial neural network trained by group search optimization被引量：14收藏
- 作者：Wang, Mengling Yan, Xingdi Shi, Hongbo
- 机构：E China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2013
- 关键词：Neural network Group search optimization Nonlinear parabolic distributed parameter system Time/space separation modeling approach
- An Adaptive Model Predictive Control Strategy for Nonlinear Distributed Parameter Systems using the Type-2 Takagi-Sugeno Model被引量：13收藏
- 作者：Wang, Mengling Paulson, Joel A. Yan, Huaicheng Shi, Hongbo
- 机构：East China Univ Sci & Technol;MIT
- 来源：INTERNATIONAL JOURNAL OF FUZZY SYSTEMS 2016
- 关键词：Interval Type-2 fuzzy T-S model Nonlinear distributed parameter system Time/space separation modeling approach Model predictive control
- Model-based predictive control for distributed parameter systems based on local modeling approach被引量：13收藏
- 作者：Wang, Mengling Zhang, Yang Shi, Hongbo
- 机构： Key Laboratory of Advanced Control
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2012
- 关键词：Distributed parameter control systems - Linear programming - Distributed computer systems
- 基于局部线性嵌入算法的化工过程故障检测被引量：13收藏
- 作者：马玉鑫 王梦灵 侍洪波
- 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：《化工学报》 2012
- 关键词：局部线性嵌入算法 支持向量数据描述 故障检测
- 摘要：随着工业过程日趋复杂,系统安全及产品质量的在线监控也变得日益重要。针对化工过程的非线性特点,提出了一种新的基于局部线性嵌入(locally linear embedding,LLE)流形学习算法和支持向量数据描述(sup...
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- 基于模糊分析的LSTM交通流量预测被引量：12收藏
- 作者：赵刚 王梦灵
- 机构：华东理工大学信息科学与工程学院
- 来源：《计算机工程与设计》 2021
- 关键词：交通流预测 LSTM神经网络 历史误差分析 模糊聚类 相似度分析
- 摘要：为提高交通流预测模型的准确性及泛化性,提出一种基于模糊分析的LSTM交通流预测方法实现对交通状态的预估分析。对历史数据采用LSTM神经网络进行训练,获取神经网络权值参数,针对交通流时序数据存在周期性,提出基于模糊聚类分析...
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- Process Monitoring via Key Principal Components and Local Information Based Weights被引量：10收藏
- 作者：Song, Bing Zhou, Xinggui Tan, Shuai Shi, Hongbo Zhao, Bo Wang, Mengling
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE ACCESS 2019
- 关键词：Statistical analysis process monitoring fault detection principal component analysis data analysis
- The optimal model reduction method for spatially distributed system based on simulated annealing algorithm被引量：9收藏
- 作者：Wang, Mengling Shi, Hongbo
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education
- 来源：Proceedings - 2012 International Conference on Computer Science and Information Processing, CSIP 2012 2012
- 关键词：Spatial distribution - Iterative methods
- Prediction Consensus-Based Distributed Kalman Filtering with Packet Loss被引量：9收藏
- 作者：Fan, Sha Yan, Huaicheng Zhang, Hao Wang, Mengling Zhan, Xisheng
- 机构：East China Univ Sci & Technol;Tongji Univ;Hubei Normal Univ
- 来源：PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017) 2017
- 关键词：Distributed state estimation Packet loss Kalman consensus filtering (KCF) State prediction consensus mechanism
- An observer-based model predictive control strategy for distributed parameter system被引量：9收藏
- 作者：Wang, MengLing Shi, Hongbo Yang, Wen
- 机构： East China University of Science and Technology
- 来源：IFAC-PapersOnLine 2015
- 关键词：Time domain analysis - Distributed parameter control systems - Predictive control systems - Principal component analysis - Metadata
- Constrained distributed model predictive control strategy based on agent coordination被引量：9收藏
- 作者：Yang, Danxuan Wang, Mengling Shi, Hongbo
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Chinese Control Conference, CCC 2012
- 关键词：Model predictive control
- Neural network based model predictive control of spatially cellular uptake in tissue engineering被引量：9收藏
- 作者：Wang, Mengling Huaicheng, Yan Shi, Hongbo
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education
- 来源：Chinese Control Conference, CCC 2017
- Stable Distributed Model Predictive Control strategy based on agent coordination被引量：9收藏
- 作者：Wang, Mengling Shi, Hongbo
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Proceedings of the 33rd Chinese Control Conference, CCC 2014 2014
- 关键词：Closed loop control systems - Distributed parameter control systems - Model predictive control - Predictive control systems
- 基于相似性聚类的交通流概率组合预测模型被引量：8收藏
- 作者：王旭鹏 王梦灵
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2022
- 关键词：交通流预测 自适应聚类 相似性分析 概率加权 组合模型
- 摘要：针对交通流呈现出周期性动态变化特征,充分挖掘并利用交通流数据潜在的时段相似性特征,提出了一种基于相似性聚类的交通流概率组合模型。首先采用自适应k-means++聚类方法对历史交通流数据进行聚类,对具有周期相似性的交通流数...
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- An adaptive neural network prediction for nonlinear parabolic distributed parameter system based on block-wise moving window technique被引量：8收藏
- 作者：Wang, Mengling Shi, Hongbo
- 机构：E China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2014
- 关键词：Neural network Group search optimization Nonlinear parabolic distributed parameter system Time/space separation modeling approach Recursive least squares
- An Observer-based Model Predictive Control Strategy for Distributed Parameter System被引量：4收藏
- 作者：Wang, MengLing Shi, Hongbo Yang, Wen
- 机构：E China Univ Sci & Technol
- 来源：IFAC PAPERSONLINE 2015
- 关键词：Distributed parameter system model predictive control PCA time/space separation observer
- 人机协同视域下汽车造型智能设计研究被引量：3收藏
- 作者：章彰 徐义辉 陆潜慧 王梦灵
- 机构：华东理工大学艺术设计与传媒学院;华东理工大学信息科学与工程学院
- 来源：《机械设计》 2025
- 关键词：汽车造型 人机协同 智能设计 聚类分析 词频-逆文档频率
- 摘要：为研究智能技术与汽车造型设计结合的可能性,提出一种人机协同的汽车造型智能设计方法,包括需求数据支持、数据智能转换、智能寻优匹配和对抗式迭代评价4个关键步骤,并采用层次分析法、聚类分析和词频-逆文档频率算法等关键技术处理调...
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