成果/Result
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Deep neural network based recursive feature learning for nonlinear dynamic process monitoring被引量：31收藏
- 作者：Zhu, Jiazhen Shi, Hongbo Song, Bing Tan, Shuai Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：CANADIAN JOURNAL OF CHEMICAL ENGINEERING 2020
- 关键词：dynamic process fault detection process monitoring stacked denoising auto-encoder
- Distribution Adaptation Local Outlier Factor for Multimode Process monitoring被引量：29收藏
- 作者：Xiao, Yutang Tao, Yang Shi, Hongbo
- 机构： East China University of Science and Technology
- 来源：Chinese Control Conference, CCC 2020
- 关键词：Multivariant analysis - Statistical process control - Statistics
- A knowledge-driven spatial-temporal graph neural network for quality-related fault detection被引量：27收藏
- 作者：Guo, Lei Shi, Hongbo Tan, Shuai Song, Bing Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：PROCESS SAFETY AND ENVIRONMENTAL PROTECTION 2024
- 关键词：Quality indicator Process monitoring Graph attention networks Spatial-temporal characteristics
- A Fault-Targeted Gated Recurrent Unit-Canonical Correlation Analysis Method for Incipient Fault Detection被引量：27收藏
- 作者：Song, Bing Zheng, Chengfeng Jin, Yuting Shi, Hongbo Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2024
- 关键词：Feature extraction Fault detection Training Logic gates Data models Monitoring Correlation Canonical correlation analysis fault detection gated recurrent unit incipient fault multitier monitoring strategy
- Multi-block dynamic wEIghted principal component regression strategy for dynamic plant-wide process monitoring被引量：21收藏
- 作者：Rong, Mengyu Shi, Hongbo Song, Bing Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：MEASUREMENT 2021
- 关键词：Distributed monitoring Quality-related fault detection Dynamic wEIghted principal component regression Plant-wide process
- A Distributed Adaptive Monitoring Method for Performance Indicator in Large-Scale Dynamic Process被引量：21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 INFORMATICS 2023
- 关键词：Distributed adaptive principal component regression fault detection multivariate statistics performance indicator process monitoring
- Quality-related Fault Detection Method Based on LASSO-Orthogonal Canonical Correlation Analysis被引量：20收藏
- 作者：Song, Bing Jin, Yuting Guo, Tao Shi, Hongbo Tao, Yang Tan, Shuai
- 机构： East China University of Science and Technology
- 来源：Chinese Control Conference, CCC 2022
- 关键词：Correlation methods - Shrinkage
- Sensor Fault Detection and Diagnosis Using Graph Convolutional Network Combining Process Knowledge and Process Data被引量：17收藏
- 作者：Guo, Lei Shi, Hongbo Tan, Shuai Song, Bing Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2023
- 关键词：Graph neural networks (GNNs) process monitoring sensor fault detection sensor fault isolation
- Nonlinear process monitoring based on load wEIghted denoising autoencoder被引量：14收藏
- 作者：Zhu, Jiazhen Shi, Hongbo Song, Bing Tao, Yang Tan, Shuai Zhang, Tianqing
- 机构：East China Univ Sci & Technol;Shanghai Shixiang Technol Corp
- 来源：MEASUREMENT 2021
- 关键词：Denoising autoencoder Nonlinear process Fault detection Online wEIghting strategy
- A semi-supervised feature contrast convolutional neural network for processes fault diagnosis被引量：14收藏
- 作者：Yang, Yuguo Shi, Hongbo Tao, Yang Ma, Yao Song, Bing Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2023
- 关键词：Convolutional neural network Unit features extraction Fault diagnosis Semi-supervised learning Contrastive learning
- Hierarchical Latent Variable Extraction and Multisegment Probability Density Analysis Method for Incipient Fault Detection被引量：14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 INFORMATICS 2022
- 关键词：Monitoring Data mining Fault detection Indexes Heuristic algorithms Informatics Feature extraction Fault detection hierarchical latent variable extraction incipient fault minor fault multisegment probability density analysis
- Relevance variable selection variational auto-encoder network for quality-related nonlinear process monitoring被引量：14收藏
- 作者：Ma, Yao Shi, Hongbo Tan, Shuai Song, Bing Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2024
- 关键词：Variable selection Fault variable localization Quality-related Process monitoring Nonlinear
- Plant-Wide Process Fine-Scale Monitoring via Distributed Static Magnitude-Dynamic Difference被引量：13收藏
- 作者：Song, Bing Song, Yimeng Jin, Yuting Shi, Hongbo Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2023
- 关键词：Data driven fault detection plant-wide process process monitoring
- Self-attention-based Multi-block regression fusion Neural Network for quality-related process monitoring被引量：13收藏
- 作者：Sun, Jun Shi, Hongbo Zhu, Jiazhen Song, Bing Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2022
- 关键词：Process monitoring Quality-related feature Self-attention Mechanism Deep Neural Networks
- Distribution-estimation gene expression programming被引量：12收藏
- 作者：Tao, Yanyun Yuan, Wenhao Lin, Jiajun Li, Minglu
- 机构： School of Electronic Information and Electrical Engineering; School of Information Science and Engineering
- 来源：2010 International Conference on Computational Intelligence and Software Engineering, CiSE 2010 2010
- 关键词：Trees (mathematics)
- Enhanced dynamic latent variable analysis for dynamic process monitoring被引量：12收藏
- 作者：Wang, Xinrui Shi, Hongbo Song, Bing Tao, Yang Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF THE TAIWAN INSTITUTE OF CHEMICAL ENGINEERS 2024
- 关键词：Temporal correlation Process monitoring Dynamic latent variable Varying speed
- Adaptive Manifold Discriminative Distribution Alignment for Fault Diagnosis of Chemical Processes被引量：11收藏
- 作者：Xiao, Yutang Shi, Hongbo Wang, Boyu Tao, Yang Tan, Shuai Song, Bing
- 机构：East China Univ Sci & Technol;Univ Western Ontario;Univ Western Ontario
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2021
- 关键词：Fault detection - Numerical methods - Probability distributions
- Temporal Attention Source-Free Adaptation for Chemical Processes Fault Diagnosis被引量：11收藏
- 作者：Xiao, Yutang Shi, Hongbo Song, Bing Tao, Yang Tan, Shuai Wang, Boyu
- 机构：East China Univ Sci & Technol;Univ Western Ontario;Univ Western Ontario
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2024
- 关键词：Adaptation models Data models Feature extraction Fault diagnosis Time series analysis Chemical processes Chemicals Chemical process fault diagnosis privacy-preserving source-free domain adaptation (SFDA) temporal attention
- WEIghted Conditional Discriminant Analysis for Unseen Operating Modes Fault Diagnosis in Chemical Processes被引量：11收藏
- 作者：Xiao, Yutang Shi, Hongbo Wang, Boyu Tao, Yang Tan, Shuai Song, Bing
- 机构：East China Univ Sci & Technol;Univ Western Ontario;Univ Western Ontario
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2022
- 关键词：Fault diagnosis Chemical processes Chemicals Data models Computational modeling Task analysis Feature extraction Chemical processes fault diagnosis conditional discriminant analysis domain adaptation (DA) domain generalization (DG) model updating variable wEIghting
- Distributed Supervised Fault Detection and Diagnosis for a Non-Gaussian Process被引量：10收藏
- 作者：Tao, Yang Shi, Hongbo Song, Bing Tan, Shuai
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Numerical methods - Gaussian distribution - Fault detection - Regression analysis
- A supervised multisegment probability density analysis method for incipient fault detection of quality indicator被引量：9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 2022
- 关键词：Incipient fault detection Quality indicator Process monitoring Supervised multisegment probability density analysis
- Hierarchical multihead self-attention for time-series-based fault diagnosis被引量：8收藏
- 作者：Wang, Chengtian Shi, Hongbo Song, Bing Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2024
- 关键词：Self -attention mechanism Deep learning Chemical process Fault diagnosis
- Quality-Related Fault Detection Based on Improved Independent Component Regression for Non-Gaussian Processes被引量：8收藏
- 作者：Aljunaid, Majed Shi, Hongbo Tao, Yang
- 机构：East China Univ Sci & Technol
- 来源：IEEE ACCESS 2019
- 关键词：Quality-related fault detection independent component regression orthogonal signal correction non-Gaussian process QR decomposition
