成果/Result
- 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
- A Review of Real-Time Fault Diagnosis Methods for Industrial Smart Manufacturing被引量：75收藏
- 作者：Yan, Wenhao Wang, Jing Lu, Shan Zhou, Meng Peng, Xin
- 机构：North China Univ Technol;Shenzhen Polytech;East China Univ Sci & Technol
- 来源：PROCESSES 2023
- 关键词：industrial process monitoring machine condition monitoring AI RTFD industrial smart manufacturing
- 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
- 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)
- Online Performance Monitoring and Modeling Paradigm Based on Just-in-Time Learning and Extreme Learning Machine for a Non-Gaussian Chemical Process被引量：46收藏
- 作者：Peng, Xin Tang, Yang Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2017
- 关键词：Gaussian noise (electronic) - Just in time production - Learning systems - E-learning - Gaussian distribution - Knowledge acquisition
- Distributed partial least squares based residual generation for statistical process monitoring被引量：43收藏
- 作者：Tong, Chudong Lan, Ting Yu, Haizhen Peng, Xin
- 机构：Ningbo Univ;East China Univ Sci & Technol
- 来源：JOURNAL OF PROCESS CONTROL 2019
- 关键词：Residual generation Partial least squares Principal component analysis Statistical process monitoring
- 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
- A Novel Interpretable Ensemble Learning Method for NIR-Based Rapid Characterization of Petroleum Products被引量：38收藏
- 作者：Yu, Huijing Li, Yuqiang Du, Wenli Yang, Minglei Peng, Xin Wang, Xinjie Long, Jian
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Qingyuan Innovat Lab
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2023
- 关键词：Predictive models Petroleum Reliability Ensemble learning Semantics Prediction algorithms Training interpretable machine learning near-infrared (NIR) spectroscopy small sample problem
- Distributed data-driven optimal fault detection for large-scale systems被引量：38收藏
- 作者：Li, Linlin Ding, Steven X. Peng, Xin
- 机构：Univ Sci & Technol Beijing;East China Univ Sci & Technol;Univ Duisburg Essen
- 来源：JOURNAL OF PROCESS CONTROL 2020
- 关键词：Fault detection Large-scale systems Data-driven Distributed fault detection
- 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)
- 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
- 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
- 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
- Optimal Observer-Based Fault Detection and Estimation Approaches for T-S Fuzzy Systems被引量：30收藏
- 作者：Li, Linlin Ding, Steven X. Peng, Xin
- 机构：Univ Sci & Technol Beijing;East China Univ Sci & Technol;Univ Duisburg Essen
- 来源：IEEE TRANSACTIONS ON FUZZY SYSTEMS 2022
- 关键词：Estimation Fuzzy systems Fault detection Optimization Observers Robustness Generators Fault detection (FD) fault estimation least squares (LS) estimation unified solution
- A deep learning-based robust optimization approach for refinery planning under uncertainty被引量：29收藏
- 作者：Wang, Cong Peng, Xin Shang, Chao Fan, Chen Zhao, Liang Zhong, Weimin
- 机构：East China Univ Sci & Technol;Tsinghua Univ;Tongji Univ
- 来源：COMPUTERS & CHEMICAL ENGINEERING 2021
- 关键词：Refinery planning Robust optimization Deep learning Price uncertainty Data-driven
- Concurrent Monitoring Strategy for Static and Dynamic Deviations Based on Selective Ensemble Learning Using Slow Feature Analysis被引量：25收藏
- 作者：Hong, Huifen Jiang, Chao Peng, Xin Zhong, Weimin
- 机构：East China Univ Sci & Technol;Univ Duisburg Essen;Tongji Univ;Univ Alberta
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2020
- 关键词：Principal component analysis - Learning systems - Process control - Bayesian networks - Clustering algorithms - Fault detection - Inference engines
- Robust and sparse canonical correlation analysis for fault detection and diagnosis using training data with outliers被引量：25收藏
- 作者：Luo, Lijia Wang, Weida Bao, Shiyi Peng, Xin Peng, Yigong
- 机构：Zhejiang Univ Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2024
- 关键词：Canonical correlation analysis Outlier Robustness Sparsity Fault detection and diagnosis
- Observer-Based Secure Event-Triggered Bipartite Consensus Control of Linear Multiagent Systems Subject to Denial-of-Service Attacks被引量：25收藏
- 作者：Wang, Qiang Diao, Weilu Zino, Lorenzo Peng, Xin Zhong, Weimin
- 机构：East China Univ Sci & Technol;Univ Groningen
- 来源：IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS 2022
- 关键词：Linear multi-agent systems (MASs) secure bipartite consensus observer-based dynamic event-triggered strategy (ObdES) fully distributed control DoS attacks
- Deep Adaptive Fuzzy Clustering for Evolutionary Unsupervised Representation Learning被引量：24收藏
- 作者：Tan, Dayu Huang, Zheng Peng, Xin Zhong, Weimin Mahalec, Vladimir
- 机构：Anhui Univ;East China Univ Sci & Technol;McMaster Univ
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2024
- 关键词：Representation learning Feature extraction Training Clustering methods Adaptation models Neural networks Image reconstruction Adaptive loss ConvNets deep clustering feature extraction (FE) fuzzy membership representation learning
- A Novel Hybrid-Action-Based Deep Reinforcement Learning for Industrial Energy Management被引量：24收藏
- 作者：Lu, Renzhi Jiang, Zhenyu Yang, Tao Chen, Ying Wang, Dong Peng, Xin
- 机构：Huazhong Univ Sci & Technol;Huazhong Univ Sci & Technol;Huazhong Univ Sci & Technol;Huazhong Univ Sci & Technol;Northeastern Univ
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2024
- 关键词：Energy management Costs Power generation Renewable energy sources Optimization Load modeling Uncertainty Deep reinforcement learning (DRL) energy management hybrid actions industrial energy system
- Model-Agnostic Meta-Learning With Optimal Alternative Scaling Value and Its Application to Industrial Soft Sensing被引量：23收藏
- 作者：Lu, Yusheng Peng, Xin Yang, Dan Yang, Minglei Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2021
- 关键词：Training Adaptation models Sensors Predictive models Informatics Task analysis Optimization Continuous catalytic reforming process deep learning meta-learning online quality prediction soft sensor
- Real-Time Semisupervised Predictive Modeling Strategy for Industrial Continuous Catalytic Reforming Process with Incomplete Data Using Slow Feature Analysis被引量：22收藏
- 作者：Jiang, Chao Zhong, Weimin Li, Zhi Peng, Xin Yang, Minglei
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2019
- 关键词：Feedstocks - Gasoline - Petroleum industry - Naphthas - Quality control - Chemical analysis - Principal component analysis - Catalytic reforming - Aromatic hydrocarbons
- A Just-in-Time Learning Based Monitoring and Classification Method for Hyper/Hypocalcemia Diagnosis被引量：20收藏
- 作者：Peng, Xin Tang, Yang He, Wangli Du, Wenli Qian, Feng
- 机构：East China Univ Sci & Technol
- 来源：IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2018
- 关键词：Calcium regulation calcium-related pathologies feature extraction Just-in-Time modeling mixture models non-Gaussian process online modeling performance monitoring
- Transferable Deep Slow Feature Network With Target Feature Attention for Few-Shot Time-Series Prediction被引量：19收藏
- 作者：Yang, Dan Peng, Xin Jiang, Chao Wu, Xiaolong Ding, Steven X. Zhong, Weimin
- 机构：East China Univ Sci & Technol;Beijing Univ Technol;Beijing Univ Technol;Univ Duisburg Essen
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2024
- 关键词：Feature extraction Time series analysis Training Probabilistic logic Bayes methods Probability distribution Monitoring Bayesian inference gate recurrent unit slow feature analysis (SFA) transfer learning (TL) wastewater treatment process (WWTP)
- Robust monitoring of industrial processes using process data with outliers and missing values被引量：19收藏
- 作者：Luo, Lijia Bao, Shiyi Peng, Xin
- 机构：Zhejiang Univ Technol;East China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2019
- 关键词：Robust estimation Cellwise outliers Missing data Process monitoring Fault detection and diagnosis
- Neural networks with upper and lower bound constraints and its application on industrial soft sensing modeling with missing values被引量：18收藏
- 作者：Lu, Yusheng Yang, Dan Li, Zhongmei Peng, Xin Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2022
- 关键词：Neural network Upper and lower bound Missing value Soft sensing
- Carbon-efficient production planning for long-chain integrated refinery-petrochemical processes: A material-energy-carbon optimization perspective被引量：18收藏
- 作者：Zhang, Tingwei Shen, Feifei Peng, Xin Li, Zhi Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF CLEANER PRODUCTION 2023
- 关键词：Integrated refinery-petrochemical process Material-energy-carbon optimization Production planning Process carbon efficiency
- Quality-relevant feature extraction method based on teacher-student uncertainty autoencoder and its application to soft sensors被引量：17收藏
- 作者：Lu, Yusheng Jiang, Chao Yang, Dan Peng, Xin Zhong, Weimin
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2022
- 关键词：Autoencoder Representation learning Soft sensor Teacher-student network
- A Sparse Nonstationary Trigonometric Gaussian Process Regression and Its Application on Nitrogen Oxide Prediction of the Diesel Engine被引量：16收藏
- 作者：Huang, Haojie Song, Yedong Peng, Xin Ding, Steven X. Zhong, Weimin Du, Wei
- 机构：East China Univ Sci & Technol;Weichai Power Co Ltd;Univ Duisburg Essen
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2021
- 关键词：Kernel Gaussian processes Informatics Computational complexity Standards Sparse representation Diesel engines Gaussian process regression (GPR) nonstationarity sparse Gaussian process regression
- Key performance index estimation based on ensemble locally weighted partial least squares and its application on industrial nonlinear processes被引量：16收藏
- 作者：Chen, Xin Zhong, Weimin Jiang, Chao Li, Zhi Peng, Xin Cheng, Hui
- 机构：East China Univ Sci & Technol;Tongji Univ;Univ Alberta
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2020
- 关键词：Locally weighted partial least squares Soft sensors Ensemble learning Quality prediction Catalytic reforming process
