成果/Result
- Stochastic link activation for distributed filtering under sensor power constraint被引量：114收藏
- 作者：Yang, Wen Yang, Chao Shi, Hongbo Shi, Ling Chen, Guanrong
- 机构：East China Univ Sci & Technol;Hong Kong Univ Sci & Technol;City Univ Hong Kong
- 来源：AUTOMATICA 2017
- 关键词：Distributed filtering Sensor scheduling Consensus Convex optimization
- H∞ filtering for nonlinear networked systems with randomly occurring distributed delays, missing measurements and sensor saturation被引量：108收藏
- 作者：Yan, Huaicheng Qian, Fengfeng Yang, Fuwen Shi, Hongbo
- 机构：East China Univ Sci & Technol;Griffith Univ
- 来源：INFORMATION SCIENCES 2016
- 关键词：H-infinity filtering Nonlinearities Distributed delays Missing measurements Sensor saturation
- A Novel Dynamic WEIght Principal Component Analysis Method and Hierarchical Monitoring Strategy for Process Fault Detection and Diagnosis被引量：105收藏
- 作者：Tao, Yang Shi, Hongbo Song, Bing Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2020
- 关键词：Monitoring Principal component analysis Heuristic algorithms Fault detection Fault diagnosis Data models Industries Dynamic wEIght principal component analysis (DWPCA) fault detection fault diagnosis hierarchical process monitoring
- 最小二乘支持向量机的参数优化及其应用被引量：93收藏
- 作者：陈帅 朱建宁 潘俊 侍洪波
- 机构：华东理工大学自动化研究所;上海焦化有限公司
- 来源：《华东理工大学学报（自然科学版）》 2008
- 关键词：最小二乘支持向量机 进化类算法 参数优化 遗传算法 粒子群算法 BP神经网络 德士古气化炉 软测量建模
- 摘要：针对最小二乘支持向量机的多参数带来的参数寻优问题,将进化算法(遗传算法和PSO算法)应用其中,通过Sinc函数的测试,成功地实现了多参数的联合优化;将这一方法应用到德士古炉温软测量建模中,采用来自工业现场的实测数据进行仿...
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- Dynamic Multimode Process Modeling and Monitoring Using Adaptive Gaussian Mixture Models被引量：91收藏
- 作者：Xie, Xiang Shi, Hongbo
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2012
- 关键词：Gaussian distribution - Catalyst deactivation - Numerical methods
- A novel local nEIghborhood standardization strategy and its application in fault detection of multimode processes被引量：90收藏
- 作者：Ma, Hehe Hu, Yi Shi, Hongbo
- 机构：E China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2012
- 关键词：Local nEIghborhood standardization Principal component analysis Data preprocessing Fault detection Multimode process monitoring
- Decentralized event-triggered consensus control for second-order multi-agent systems被引量：90收藏
- 作者：Yan, Huaicheng Shen, Yanchao Zhang, Hao Shi, Hongbo
- 机构：E China Univ Sci & Technol;Tongji Univ
- 来源：NEUROCOMPUTING 2014
- 关键词：Multi-agent systems Event-triggered Consensus control
- Adaptive position tracking control of permanent magnet synchronous motor based on RBF fast terminal sliding mode control被引量：88收藏
- 作者：Qi, Liang Shi, Hongbo
- 机构：E China Univ Sci & Technol;Shanghai Elect Grp Co Ltd
- 来源：NEUROCOMPUTING 2013
- 关键词：PMSM FTSM RBF Lyapunov function
- Performance-Indicator-Oriented Concurrent Subspace Process Monitoring Method被引量：76收藏
- 作者：Song, Bing Zhou, Xinggui Shi, Hongbo Tao, Yang
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2019
- 关键词：Concurrent subspace performance indicator process monitoring process safety product quality
- Fault Detection and Identification Based on the NEIghborhood Standardized Local Outlier Factor Method被引量：72收藏
- 作者：Ma, Hehe Hu, Yi Shi, Hongbo
- 机构：E China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2013
- 关键词：Fault detection - Multivariant analysis - Process monitoring - Statistical process control
- Multisubspace Orthogonal Canonical Correlation Analysis for Quality-Related Plant-Wide Process Monitoring被引量：69收藏
- 作者：Song, Bing Shi, Hongbo Tan, Shuai Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2021
- 关键词：Monitoring Correlation Quality assessment Product design Real-time systems Process control Informatics Data-driven plant-wide process monitoring quality related real-time
- Multivariate statistical process monitoring using an improved independent component analysis被引量：62收藏
- 作者：Wang, Li Shi, Hongbo
- 机构：E China Univ Chem Technol
- 来源：CHEMICAL ENGINEERING RESEARCH & DESIGN 2010
- 关键词：Process monitoring Fault detection Kernel independent component analysis Kernel density estimation
- L2 control design of event-triggered networked control systems with quantizations被引量：62收藏
- 作者：Yan, Huaicheng Yan, Sheng Zhang, Hao Shi, Hongbo
- 机构：Minist Educ;E China Univ Sci & Technol;Tongji Univ
- 来源：JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS 2015
- 关键词：Disturbance rejection - State feedback - Design - Asymptotic stability - Controllers - Stability criteria - Time varying control systems
- DoS attack in centralised sensor network against state estimation被引量：61收藏
- 作者：Yang, Chao Yang, Wen Shi, Hongbo
- 机构：East China Univ Sci & Technol
- 来源：IET CONTROL THEORY AND APPLICATIONS 2018
- 关键词：computer network security estimation theory numerical analysis state estimation telecommunication security jamming wireless channels networked control systems wireless sensor networks optimisation convex programming scheduling single sensor multiple sensors optimal attack schedules DoS attack centralised sensor network state estimation invader denial-of-service attack authors study remote estimator estimation performance
- Multi-Sensor Kalman Filtering With Intermittent Measurements被引量：61收藏
- 作者：Yang, Chao Zheng, Jiangying Ren, Xiaoqiang Yang, Wen Shi, Hongbo Shi, Ling
- 机构：East China Univ Sci & Technol;Hong Kong Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2018
- 关键词：Intermittent measurements Kalman filtering modified algebraic Riccati equation (MARE) multi-sensor
- Fault detection and diagnosis via standardized k nearest nEIghbor for multimode process被引量：59收藏
- 作者：Song, Bing Tan, Shuai Shi, Hongbo Zhao, Bo
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2020
- 关键词：Multimode process Fault detection Fault diagnosis Standardized distance k nearest nEIghbor
- Fast consensus seeking in multi-agent systems with time delay被引量：59收藏
- 作者：Yang, Wen Wang, Xiaofan Shi, Hongbo
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：SYSTEMS & CONTROL LETTERS 2013
- 关键词：Distributed consensus Time delay Convergence speed Convex optimization
- 卡尔曼一致滤波算法综述被引量：59收藏
- 作者：杨文 侍洪波 汪小帆
- 机构：华东理工大学信息科学与工程学院;上海交通大学自动化系
- 来源：《控制与决策》 2011
- 关键词：传感器网络分布式估计 一致性算法 卡尔曼滤波
- 摘要：以应用传感器网络进行分布式估计为研究背景,对卡尔曼一致滤波问题进行综述.系统地介绍了各种卡尔曼一致滤波算法,其中包括几种典型的基础算法、自适应估计算法、优化算法以及带丢包、带牵制控制等滤波算法.最后,对卡尔曼一致滤波算法...
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- Enhanced batch process monitoring using just-in-time-learning based kernel partial least squares被引量：57收藏
- 作者：Hu, Yi Ma, Hehe Shi, Hongbo
- 机构：E China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2013
- 关键词：Batch processes Just-in-time-learning Kernel partial least squares Process monitoring
- Multisubspace Elastic Network for Multimode Quality-Related Process Monitoring被引量：53收藏
- 作者：Song, Bing Yan, Huaicheng Shi, Hongbo Tan, Shuai
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2020
- 关键词：Clustering algorithms Partitioning algorithms Hidden Markov models Informatics Feature extraction Fault detection fault diagnosis multimode process process monitoring quality related
- Consistency Regularization Auto-Encoder Network for Semi-Supervised Process Fault Diagnosis被引量：52收藏
- 作者：Ma, Yao Shi, Hongbo Tan, Shuai Tao, Yang Song, Bing
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2022
- 关键词：Fault diagnosis Feature extraction Training Semisupervised learning Data models Supervised learning Deep learning Consistency regularization (CR) data augmentation encoder--decoder fault diagnosis semi-supervised
- Multimode process monitoring using improved dynamic nEIghborhood preserving embedding被引量：51收藏
- 作者：Song, Bing Ma, Yuxin Shi, Hongbo
- 机构：E China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2014
- 关键词：Multimode Dynamic behaviors Serial correlation NEIghborhood preserving embedding Fault detection
- Event-triggered H∞ control for uncertain networked T-S fuzzy systems with time delay被引量：51收藏
- 作者：Yan, Huaicheng Wang, Tingting Zhang, Hao Shi, Hongbo
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol;Tongji Univ
- 来源：NEUROCOMPUTING 2015
- 关键词：Event-triggered H-infinity control T-S fuzzy systems Time-delay Uncertainty
- Convolutional Neural Network Based Feature Learning for Large-Scale Quality-Related Process Monitoring被引量：51收藏
- 作者：Zhu, Jiazhen Shi, Hongbo Song, Bing Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2022
- 关键词：Convolutional neural networks Feature extraction Kernel Process monitoring Convolution Redundancy Informatics Convolutional neural network (CNN) plant wide process monitoring quality related
- Fault Detection and Classification Using Quality-Supervised Double-Layer Method被引量：50收藏
- 作者：Song, Bing Shi, Hongbo
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2018
- 关键词：Fault classification fault detection principal component analysis (PCA) quality quality-related fault detection
- Information concentrated variational auto-encoder for quality-related nonlinear process monitoring被引量：47收藏
- 作者：Zhu, Jiazhen Shi, Hongbo Song, Bing Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2020
- 关键词：Process monitoring Variational auto-encoder Quality-related Feature extraction
- Parallel quality-related dynamic principal component regression method for chemical process monitoring被引量：47收藏
- 作者：Tao, Yang Shi, Hongbo Song, Bing Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2019
- 关键词：Additive fault Multiplicative fault Principal Component regression Process monitoring
- 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
- Optimal control nodes selection for consensus in multi-agent systems被引量：42收藏
- 作者：Yang, Wen Wang, Xiaofan Shi, Hongbo
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Department of Automation
- 来源：IFAC Proceedings Volumes (IFAC-PapersOnline) 2014
- 关键词：Automation - Combinatorial optimization - Convex optimization - Costs
- Fault detection via local and nonlocal embedding被引量：41收藏
- 作者：Ma, Yuxin Song, Bing Shi, Hongbo Yang, Yawei
- 机构：E China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING RESEARCH & DESIGN 2015
- 关键词：Fault detection Manifold learning Feature extraction
