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期刊論文
J. Fan; T. Liu; Y. Shuang; B. Song; J. Chen; Y. Tan , “Deep Learning Based Binocular Image Analysis for In Situ Measurement of Particle Length Distribution During Crystallization Process” ,
2023
,
IEEE Transactions on Instrumentation and Measurement
, vol.74 , p.4508814-0.
(SCI期刊)
W. Shao; X. Li; Y. Yao; J. Chen; D. Zhao , “emi-supervised Local Manifold Regularization Model Based on Dual Representation for Industrial Soft Sensor Development” ,
2023
,
Chemometrics and Intelligent Laboratory Systems
, vol.242 , p.104937-0.
(SCI期刊)
Z. Zhang; J. Chen; X. Wu; L. Xie; C.-I. Chen , “A Novel Strategy of Correntropy-based Iterative Neural Networks for Data Reconciliation and Gross Error Estimation in Semiconductor Industry” ,
2023
,
Journal of Process Control
, vol.131 , p.103096-0.
(SCI期刊)
M. Ren; Y. Liang; J. Chen; X. Xu; L. Cheng , “Fault Detection for NOx Emission Process in Thermal Power Plants Using SIP-PCA” ,
2023
,
ISA Transactions
, vol.140 , p.46-54.
(SCI期刊)
M. Guo; M. Ren; J. Chen; L. Cheng; Z. Yang , “Tracking Photovoltaic Power Output Schedule of the Energy Storage System Based on Reinforcement Learning” ,
2023
,
Energies
, vol.16 , p.5840-0.
(SCI期刊)
L. Zhu; M.-Q. Yu; J. Chen , “A Cyber-Physical Monitoring and Diagnosis Scheme of Energy Consumption in Plant-Wide Chemical Processes” ,
2023
,
Energy Conversion and Management
, vol.289 , p.117184-0.
(SCI期刊)
P. Sun; J. Chen; L. Xie; H. Su , “Active Design of Dynamic GP Models for Model Predictive Control Using Expected Improvement” ,
2023
,
The Canadian Journal of Chemical Engineering
, vol.101 , p.4301-4796.
(SCI期刊)
8. W. Zhua; Z. Zhang; J. Chen; Y. Liu; T. Xia; A. Armaou; S. Zhao , “Using Dynamic Data Reconciliation to Improve the Performance of PID Feedback Control Systems with Gaussian/non-Gaussian Distributed Disturbance and Measurement Noise” ,
2023
,
ISA Transactions
, vol.137 , p.544-560.
(SCI期刊)
J. Fan; T. Liu; Y. Huo; Y. Tan; J. Chen , “In-Situ Measurement of 2D Crystal Size Distribution During Cooling Crystallization Process via a Binocular Telecentric Imaging System” ,
2023
,
IEEE Transactions on Instrumentation and Measurement
, vol.72 , p.5015115-0.
(SCI期刊)
S. Gu; J. Chen; Lei Xie , “Batch Process Modeling with Few-shot Learning” ,
2023
,
Processes
, vol.11 , p.1481-0.
(SCI期刊)
J. Liu; G. Mu; J. Chen , “Tensor Slow Feature Analysis and Its Applications for Batch Process Monitoring” ,
2023
,
Computers & Chemical Engineering
, vol.173 , p.108207-0.
(SCI期刊)
S. Gu; J. Chen; L. Xie , “Automatic Segmentation of Batch Processes into Multi-Local State-Space Models for Fault Detection” ,
2023
,
Chemical Engineering Science
, vol.267 , p.118274-0.
(SCI期刊)
J. Liu; G.-Y. Hou; W. Shao; J. Chen , “A Supervised Functional Bayesian Inference Model with Transfer-Learning for Performance Enhancement of Monitoring Target Batches with Limited Data” ,
2023
,
Process Safety and Environmental Protection
, vol.170 , p.670-684.
(SCI期刊)
R. Lin; J. Chen; L. Xie; H. Su , “Accelerating Reinforcement Learning with Case-based Model-assisted Experience Augmentation for Process Control” ,
2023
,
Neural Networks
, vol.158 , p.197-215.
(SCI期刊)
Y.-S. Lee; J. Chen , “Developing Semi-Supervised Latent Dynamic Variational Autoencoders to Enhance Prediction Performance of Product ” ,
2023
,
Chemical Engineering Science
, vol.265 , p.118192-0.
(SCI期刊)
K. Wang; J. Chen; Z. Song; Y. Wang; C. Yang , “Deep Neural Network Embedded Stochastic Nonlinear State-Space Models and their Applications to Process Monitoring” ,
2022
,
IEEE Trans Neural Netw Learn Syst
, vol.33 , p.7682-7694.
(SCI期刊)
B. Song; T. Liu; S. Yang; J. Liu; J. Chen , “Data-driven operation modeling and optimal design for batch cooling crystallization with Case Study on β-LGA” ,
2022
,
Ind. Eng. Chem. Res.
, vol.61 , p.19795-18809.
(SCI期刊)
G. Mu; J. Chen; J. Liu; W. Shao; D. Zhao , “State Prediction of Distributed Parameter Systems Based on Multi-Source Spatiotemporal Information” ,
2022
,
J. Process Contr.
, vol.119 , p.55-67.
(SCI期刊)
Y.-S. Lee; J. Chen, , “Using Source Data to Aid and Build Variational State-Space Autoencoders with Sparse Target Data for Process Monitoring” ,
2022
,
Neural Networks
, vol.154 , p.455-468.
(SCI期刊)
G. Mu; T. Liu; J. Chen; J. Zhang; C. Zhong , “Variational PLS based Calibration Model Building with Semi-supervised Learning for Moisture Measurement during Fluidized Bed Drying by NIR Spectroscopy” ,
2022
,
IEEE Trans. Instrum. Meas.
, vol.71 , p.1006713-xxx.
(SCI期刊)
X. Wu; N. Zhang; L. Xie; W. Ci; J. Chen; S. Lu , “Thermoeconomic Optimization Design of the ORC System Installed on a Light-Duty Vehicle for Waste Heat Recovery from Exhaust Heat” ,
2022
,
Energies
, vol.15 , p.4486-xxx.
(SCI期刊)
J. Liu; D. Sun; Y. Xiao; J. Chen , “Developing Tensor-based Common and Special Feature Analysis for Comprehensive Monitoring of Complex Batch Processes” ,
2022
,
Ind. Eng. Chem. Res.
, vol.61 , p.10156-10171.
(SCI期刊)
J. Liu; D. Sun; J. Chen , “Comparative Study on Wavelet Functional Partial Least Squares Soft Sensor for Complex Batch Processes” ,
2022
,
Chem. Eng. Sci.
, vol.254 , p.117601-xxx.
(SCI期刊)
M. Ren; W. Zhang; J. Chen; P. Shi; G. Yan , “Performance Assessment for Non-Gaussian Systems by Minimum Entropy Control and Dynamic Data Reconciliation” ,
2022
,
J. Franklin Inst.
, vol.359 , p.3930-3950.
(SCI期刊)
L.-X. You; J. Chen, , “AutoGenerated MultiLocal PLS Models without Pre-classified for Quality Monitoring of Nonlinear Processes with Unevenly Distributed Data” ,
2022
,
Ind. Eng. Chem. Res.
, vol.61 , p.5898-5913.
(SCI期刊)
Y. Zhang; Y.-S. Lee; H. Lin; J. Chen , “Establishing Convolutional Neural Network Kalman Recurrent Variational Autoencoder Using Infrared Imaging for Process Monitoring: An Application in Spinning Disk Processes” ,
2022
,
IEEE Trans. Instrum. Meas.
, vol.71 , p.5001712-xxx.
(SCI期刊)
Mu, T.; J. Chen , “Developing a Conditional Variational Autoencoder to Guide Spectral Data Augmentation for Calibration Modeling” ,
2022
,
IEEE Trans. Instrum. Meas.
, vol.17 , p.2501008-xxx.
(SCI期刊)
Y.-S. Lee; J. Chen , “Augmenting Deviation of Faults from the Normal Using Fault Assistant Gaussian Mixture Prior Variational Autoencoder” ,
2022
,
J .Taiwan Inst. Chem. Eng.
, p.103921-xxx.
(SCI期刊)
J. Liu; G.-Y. Hou; J. Che , “A Supervised Functional Modeling Method for Long Durations of Batch Processes with Limited Batch Data” ,
2022
,
Chem. Eng. Sci.
, p.116991-xxx.
(SCI期刊)
W. Zhu; Z. Zhang; J. Chen; S. Zhao; S Huang , “Dynamic Data Reconciliation to Enhance the Performance of Feedforward/Feedback Control Systems with Measurement Noise” ,
2021
,
J. Process Contr.
, vol.108 , p.12-24.
(SCI期刊)
L. L. T. Chan; J. Chen , “Gaussian Process Model Based Multi-Source Labeled Data Transfer Learning for Reducing Cost of Modeling Target Chemical Processes with Unlabeled Data” ,
2021
,
Control Eng. Pract,
, vol.117 , p.104941-104951.
(SCI期刊)
L.-X. You; J. Chen , “A Variable Relevant Multi-Local PCA Modeling Scheme to Monitor a Nonlinear Chemical Process” ,
2021
,
Chem. Eng. Sci.
, vol.246 , p.116851-116861.
(SCI期刊)
J. Liu; J. Hou; J. Chen , “Dual-layer Feature Extraction Based Soft Sensor Methods and Applications to Industrial Polyethylene Processes” ,
2021
,
Comput. Chem. Eng.
, vol.154 , p.107469-107479.
(SCI期刊)
G. Hu; Z. Zhang; J. Chen; Z. Zhang; A. Armaou , “Elman Neural Networks Combined with Extended Kalman Filters for Data-driven Dynamic Data Reconciliation in Nonlinear Dynamic Process Systems” ,
2021
,
Ind. Eng. Chem. Res.
, vol.60 , p.15219-15235.
(SCI期刊)
Q. Chen; J. Chen; X. Lung; L. Xie; N. ur Rehman; H. Su , “Self-tuning Variational Mode Decomposition” ,
2021
,
J. Franklin Inst.
, vol.358 , p.7825-7862.
(SCI期刊)
S. K. Ooi; D. Tanny; J. Chen; K. Wang , “Developing Semi-supervised Variational Autoencoder-Generative Adversarial Network Models to Enhance Quality Prediction Performance” ,
2021
,
Chemometer Intell. Lab.
, vol.217 , p.104385-104395.
(SCI期刊)
Y. Lyu; J. Chen; Z. Song , “Synthesizing Labeled Data to Enhance Soft Sensor Performance in Data-scarce Regions” ,
2021
,
Control Eng. Pract.
, vol.115 , p.104903-104913.
(SCI期刊)
G. Mu; T. Liu; C. Xue; J. Chen , “Semi-Supervised Learning based Calibration Model Building of NIR spectroscopy for In-Situ Measurement of Biochemical Processes under Insufficiently and Inaccurately Labeled Samples” ,
2021
,
IEEE Trans. Instrum. Meas.
, vol.70 , p.2509912-2509922.
(SCI期刊)
L. Zhu; Z. Li; J. Chen , “Evaluating and Predicting Energy Efficiency Using Slow Feature Partial Least Squares Method for Large-scale Chemical Plants” ,
2021
,
Energy
, vol.230 , p.120582-120592.
(SCI期刊)
X. Wu; J. Chen; L. Xie; Y.-S. Lee; C.-I Chen; H. Su , “Convolutional Neural Networks for Multi-Stage Semiconductor Processes” ,
2021
,
J. Chem. Eng. Japan
, vol.54 , p.449-455.
(SCI期刊)
Z. Li; Y.-S. Lee; J. Chen; Y. Qian , “Developing variable moving window PLS models: Using case of NOx emission prediction of coal-fired power plants” ,
2021
,
Fuel
, vol.296 , p.120441-120451.
(SCI期刊)
J. Liu; J. Chen; D. Wang , “Global-local Based Wavelet Functional Principal Component Analysis for Fault Detection and Diagnosis in Batch Processes” ,
2021
,
Chemometer Intell. Lab.
, vol.212 , p.104279-104289.
(SCI期刊)
J. Liu; J. Chen; D. Wang , “Linear and Exponential Fault-assistant Feature Extraction Methods for Process Monitoring” ,
2021
,
Control Eng. Pract,
, vol.109 , p.104732-104742.
(SCI期刊)
K. Wang; X. Yuan; J. Chen; Y. Wang , “Supervised and Semi-supervised Probabilistic Learning with Deep Neural Networks for Concurrent Process-Quality Monitoring” ,
2021
,
Neural Networks
, vol.136 , p.54-62.
(SCI期刊)
M. Ren; J. Chen; P. Shi; G. Yan , “Statistical Information Based Two-Layer Model Predictive Control with Dynamic Economy and Control Performance for Non-Gaussian Stochastic Process” ,
2021
,
J. Franklin Inst.
, vol.358 , p.2279-2300.
(SCI期刊)
Y. Lyu; J. Chen; Z. Song; Q. Zhang , “Synthesizing Data by Transferring Information in Data-intensive Regions to Enhance Process Monitoring Performance in Data-scarce Region” ,
2021
,
Can. J. Chem. Eng.
, vol.99 , p.S521-S539.
(SCI期刊)
Y.-S. Lee; J. Chen , “Enhancing Monitoring Performance of Data Sparse Nonlinear Processes through Information Sharing among Different Grades Using Gaussian Mixture Prior Variational Autoencoders” ,
2021
,
Chemometer Intell. Lab.
, vol.208 , p.104219-104229.
(SCI期刊)
J. Liu; T. Liu; J. Chen; H. Yu; F. Zhang; F. Sun , “Data-driven Modelling of Product Crystal Size Distribution and Optimal Input Design for Batch Cooling Crystallization Processes” ,
2020
,
J. Process Contr.
, vol.96 , p.1-14.
(SCI期刊)
K. Wang; B. Gopaluni;, J. Chen; Z. Song , “Deep Learning of Complex Batch Process Data and Its Application on Quality Prediction” ,
2020
,
IEEE Trans. on Industrial Informatics
, vol.16 , p.7233-7242.
(SCI期刊)
J. Liu; T. Liu; G. Mu; J. Chen , “Wavelet Based Calibration Model Building of NIR Spectroscopy for In-situ Measurement of Granule Moisture Content during Fluidized Bed Drying” ,
2020
,
Chem. Eng. Sci.
, vol.226 , p.115867-???.
(SCI期刊)
X. Wu; J. Chen; L. Xie , “Optimal Design of Organic Rankine Cycles for Exhaust Heat Recovery from Light-Duty Vehicles in View of Various Exhaust Gas Conditions and Negative Aspects of Mobile Vehicles” ,
2020
,
Applied Thermal Engineering
, vol.179 , p.115645-???.
(SCI期刊)
J. Liu; D. Wang; J. Chen; J. Hou , “Functional Soft Sensor Based on Spectra Data for Predicting Multiple Quality Variables” ,
2020
,
IEEE Access
, vol.8 , p.160355-160362.
(SCI期刊)
Z. Hong; L. Xu; J. Chen , “Particle Filter Combined with Data Reconciliation for Nonlinear State Estimation with Unknown Initial Conditions in Nonlinear Dynamic Process Systems” ,
2020
,
ISA Transactions
, vol.103 , p.203-214.
(SCI期刊)
Z. Hong; L. Xu; J. Chen , “Artificial Evolution Based Cost-reference Particle Filter for Nonlinear State and Parameter Estimation in Process Systems with Unknown Noise Statistics and Model Parameters” ,
2020
,
J .Taiwan Inst. Chem. Eng.
, vol.112 , p.377-387.
(SCI期刊)
J. Liu; D. Wang; J. Chen , “Monitoring Framework Based on Generalized Tensor PCA for 3-Dimensional Batch Process Data” ,
2020
,
Ind. Eng. Chem. Res.
, vol.59 , p.10483-10498.
(SCI期刊)
Q. Chen; J. Chen; X. Lang; L. Xie; S. Lu; H. Su , “Detection and Diagnosis of Oscillations in Process Control by Fast Adaptive Chirp Mode Decomposition” ,
2020
,
Control Eng. Pract.
, vol.97 , p.104307-???.
(SCI期刊)
K. Wang; J. Chen; L. Xie; H. Su , “Transfer Learning Based on Incorporating Source Knowledge Using Gaussian Process Models for Quick Modeling of Dynamic Target Processes” ,
2020
,
Chemometer Intell. Lab.
, vol.198 , p.103911-??.
(SCI期刊)
X. Wu; J. Chen; L. Xie; L. L. T. Chan; C.-I. Chen , “Development of Convolutional Neural Network Based Gaussian Process Regression to Construct a Novel Probabilistic Virtual Metrology in Multi-Stage Semiconductor Processes” ,
2020
,
Control Eng. Pract.
, vol.96 , p.104262-??.
(SCI期刊)
Z. Zhang; L. L. T. Chan; J. Chen; Z. Shao , “Correntropy Based Data Reconciliation and Gross Error Detection for Bilinear Systems” ,
2020
,
Chem. Eng. Sci.
, vol.212 , p.115327-???.
(SCI期刊)
K. Wang; J. Chen; Z. Song , “A Sparse Loading-based Contribution Method for Multivariate Control Performance Diagnosis” ,
2020
,
J. Process Contr.
, vol.85 , p.199-213.
(SCI期刊)
J. Liu; J. Chen; D. Wang , “Wavelet Functional Principal Component Analysis for Batch Process Monitoring” ,
2020
,
Chemometer Intell. Lab.
, vol.196 , p.103897-???.
(SCI期刊)
K. Wang; J. Chen; L. Xie; H. Su , “Decision Making Scheme of Integration Design and Control under Uncertainty for Enhancing the Economic Performance of Chemical Processes with Multiplicity Behaviors” ,
2019
,
Chem. Eng. Res. Des.
, vol.150 , p.327-340.
(SCI期刊)
Z. Zhang; J. Chen , “Enhancing Performance of Generalized Minimum Variance Control via Dynamic Data Reconciliation” ,
2019
,
J. Franklin Inst.,
, vol.356 , p.8829-8854.
(SCI期刊)
L. Zhu; J. Chen , “Energy Efficiency Evaluation and Prediction of Large-Scale Chemical Plants Using Partial Least Squares Analysis Integrated with Gaussian Process Models” ,
2019
,
Energ. Convers. Manage.
, vol.195 , p.690-700.
(SCI期刊)
X. Wu; J. Chen; L. Xie , “Fast Economic Nonlinear Model Predictive Control Strategy of Organic Rankine Cycle for Waste Heat Recovery: Simulation-Based Studies” ,
2019
,
Energy
, vol.180 , p.520-534.
(SCI期刊)
G. Mu; T. Liu; J. Chen; L. Xia; X. Yu , “110th Anniversary: Real-Time End Point Detection of Fluidized Bed Drying Process Based on a Switching Model of Near-Infrared Spectroscopy” ,
2019
,
Ind. Eng. Chem. Res.
, vol.58 , p.16777-16786.
(SCI期刊)
K. Wang; J. Chen; Z. Song , “Concurrent Fault Detection and Anomaly Location in Closed-Loop Dynamic Systems with Measured Disturbances” ,
2019
,
IEEE Trans. Autom. Sci. Eng.
, vol.16 , p.1033-1045.
(SCI期刊)
Y. Lyu; J. Chen; Z. Song , “Image-Based Process Monitoring Using Deep Learning Framework” ,
2019
,
Chemometer Intell. Lab.
, vol.189 , p.8-17.
(SCI期刊)
K. Wang; J. Chen; Z. Song , “Using Multivariate Pattern Segmentation to Assess Process Performance and Mine Good Operation Conditions for Dynamic Chemical Industry” ,
2019
,
Chem. Eng. Sci.
, vol.201 , p.339-348.
(SCI期刊)
K. Wang; L. Rippon; J. Chen; Z. Song; B. Gopaluni , “Data-Driven Dynamic Modeling and Online Monitoring for Multiphase and Multimode Batch Processes with Uneven Batch Durations” ,
2019
,
Ind. Eng. Chem. Res.
, vol.58 , p.13628-13641.
(SCI期刊)
L. Zhu; J. Chen , “A Dynamic Approach to Energy Efficiency Estimation in the Large-Scale Chemical Plant” ,
2019
,
J. Clean. Prod.
, vol.212 , p.1072-1085.
(SCI期刊)
L. Zhou; J. Chen; J. Jie; Z. Song , “Multiple Probability Principal Component Analysis for Process Monitoring with Multi-Rate Measurements” ,
2019
,
J .Taiwan Inst. Chem. Eng.
, vol.96 , p.18-28.
(SCI期刊)
K. Wang; M. G. Forbes; B. Gopaluni; J. Chen; Z. Song , “Systematic Development of a New Variational Autoencoder Model Based on Uncertain Data for Monitoring Nonlinear Processes” ,
2019
,
IEEE Access
, vol.7 , p.22554-22565.
(SCI期刊)
C. Wei; J. Chen; Z. Song; C.-I. Chen , “Adaptive Virtual Sensors Using SNPER for the Localized Construction and Elastic Net Regularization in Nonlinear Processes” ,
2019
,
Control Eng. Pract,
, vol.83 , p.129-140.
(SCI期刊)
Z. Zhang; J. Chen , “Fault Detection and Diagnosis Based on Particle Filters Combined with Interactive Multiple-Model Estimation in Dynamic Process Systems” ,
2019
,
ISA Transactions
, vol.85 , p.247-261.
(SCI期刊)
K. Wang; J. Chen; Z. Song , “Performance Analysis of Dynamic PCA for Closed-Loop Process Monitoring and Its Improvement by Output Oversampling Scheme” ,
2019
,
IEEE Trans. Control Syst. Technol.
, vol.27 , p.378-385.
(SCI期刊)
C. Wei; J. Chen; Z. Song; C.-I. Chen , “Development of Self-Learning Kernel Regression Models for Virtual Sensors on Nonlinear Processes” ,
2019
,
IEEE Trans. Autom. Sci. Eng.
, vol.16 , p.286-297.
(SCI期刊)
P. Lu; J. Chen; L. Xie , “Disturbance-Based Alternate Feedback Control Scheme to Enhance Economic Performance of Batch Processes” ,
2019
,
Ind. Eng. Chem. Res.
, vol.58 , p.4143-4153.
(SCI期刊)
L. Zhu; J. Chen , “Development of Energy Efficiency Principal Component Analysis Model for Factor Extraction and Efficiency Evaluation in Large-scale Chemical Processes” ,
2019
,
Int. J. Energy Res.
, vol.43 , p.814-828.
(SCI期刊)
J. Liu; T. Liu; J. Chen , “Quality Prediction for Multi-grade Processes by Just-in-time Latent Variable Modeling with Integration of Common and Special Features” ,
2018
,
Chemical Engineering Science
, p.31-41.
(SCI期刊)
X. Wu; J. Chen; L. Xie , “Integrated Operation Design and Control of Organic Rankine Cycle Systems with Disturbances” ,
2018
,
Energy
, p.115-129.
(SCI期刊)
X. Feng; D. Li; J. Chen; M. Niuc; X. Liu; L. L. T. Chan; W. Li , “Kinetic Parameter Estimation and Simulation of Trickle-bed Reactor for Hydrodesulfurization of Whole Fraction Low-Temperature Coal Tar” ,
2018
,
Fuel
, p.113-125.
(SCI期刊)
K. Wang; J. Chen; Z. Song , “A New Excitation Scheme for Closed-loop Subspace Identification Using Additional Sampling Outputs and its Extension to Instrumental Variable Method” ,
2018
,
Journal of the Franklin Institute
, p.6675-6692.
(SCI期刊)
L. L. T. Chan; J. Chen , “Improving the Energy Cost of an Absorber-Stripper CO2 Capture Process through Economic Model Predictive Control” ,
2018
,
Journal of Greenhouse Gas Control
, p.158-166.
(SCI期刊)
L. L. T. Chan; J. Chen , “Economic Model Predictive Control of Distillation Startup Based on Probabilistic Approach” ,
2018
,
Chemical Engineering Science
, p.26-35.
(SCI期刊)
C. Wei; J. Chen; Z. Song , “Multi-Level MVU Models with Localized Construction for Monitoring Processes with Large Scale Data” ,
2018
,
Journal of Process Control
, p.176-196.
(SCI期刊)
J. Liu, T. Liu, J. Chen; P. Qin , “Novel Common and Special Feature Extraction for Monitoring Multi-Grade Processes” ,
2018
,
Journal of Process Control
, p.98-107.
(SCI期刊)
K. Wang; J. Chen; Z. Song , “Fault Diagnosis for Processes with Feedback Control Loops by Shifted Output Sampling Approach” ,
2018
,
Journal of the Franklin Institute
, vol.355 , p.3249-3273.
(SCI期刊)
J. Liu; T. Liu; J. Chen , “Sequential Local-based Gaussian Mixture Model for Monitoring Multiphase Batch Processes” ,
2018
,
Chemical Engineering Science
, p.87-103.
(SCI期刊)
L. L. T. Chan; X. Wu; J. Chen; L. Xie; C.-I. Chen , “Just-In-Time Modeling with Variable Shrinkage Based on Gaussian Processes for Semiconductor Manufacturing” ,
2018
,
IEEE Transactions on Semiconductor Manufacturing
, vol.31 , p.1-8.
(SCI期刊)
L. Zhou; J. Chen; B. Hou; Z. Song , “Multi-Grade Principal Component Analysis for Fault Detection with Multiple Production Grades” ,
2018
,
Chemometrics and Intelligent Laboratory Systems
, p.20-29.
(SCI期刊)
L. L. T. Chan; Q.-Y. Wu; J. Chen , “Dynamic Soft Sensors with Active Forward-Update Learning for Selection of Useful Data from Historical Big Database” ,
2018
,
Chemometrics and Intelligent Laboratory Systems
, p.87-103.
(SCI期刊)
L. Zhu; J. Chen , “Prognostics of PEM Fuel Cells Based on Gaussian Process State Space Models” ,
2018
,
Energy
, p.63-73.
(SCI期刊)
P. Lu; J. Chen; L. Xie , “ILC Based Economic Optimization for Batch Processes Using Helpful Disturbance Information” ,
2018
,
Industrial & Engineering Chemistry Research
, vol.57 , p.3717-3731.
(SCI期刊)
L. L. T. Chan; J. Chen , “Probabilistic Uncertainty Based Simultaneous Process Design and Control with Iterative Expected Improvement Model” ,
2017
,
Comput. Chem. Eng.
, vol.106 , p.609-620.
(SCI期刊)
L. L. T. Chan; C.-P. Chou; J. Chen , “Hybrid Model Based Expected Improvement Control for Cyclical Operation of Membrane Microfiltration Processes” ,
2017
,
Chem. Eng. Sci.
, vol.166 , p.77-90.
(SCI期刊)
Y. Liu; Y. Fan; J. Chen , “Flame Images for Oxygen Content Prediction of Combustion Systems Using DBN” ,
2017
,
Energy & Fuels
, vol.31 , p.8776-8783.
(SCI期刊)
W. Kai; J. Chen; Z. Song , “Data-Driven Sensor Fault Diagnosis Systems for Linear Feedback Control Loops” ,
2017
,
J. Process Contr.
, vol.54 , p.152-171.
(SCI期刊)
L. Jiang; Z. Song; Z. Ge; J. Chen , “Robust Self-supervised Model and Its Application for Fault Detection” ,
2017
,
Ind. Eng. Chem. Res.
, vol.56 , p.7503-7515.
(SCI期刊)
L. L. T. Chan; J. Chen , “Melt Index Prediction with a Mixture of Gaussian Process Regression with Embedded Clustering and Variable Selections” ,
2017
,
Journal of Applied Polymer Science
, vol.134 , p.45237-45247.
(SCI期刊)
Z. Zhang; Y.-Y. Chuang; J. Chen , “Using Clustering Based Logical Equation Set to Decompose Large Scale Chemical Processes for Parallel Solving Data Reconciliation and Parameter Estimation Problem” ,
2017
,
Chem. Eng. Res. Des.
, vol.120 , p.396-409.
(SCI期刊)
J. Chen; S.-W. Gu , “Development of LTV Subspace System Identification Using Basis Functions Approach to Assessing the Performance of Control Loops for Nonlinear Processes” ,
2017
,
J .Taiwan Inst. Chem. Eng.
, vol.73 , p.152-171.
(SCI期刊)
Z. Zhua; Z. Meng; Z. Zhang; J. Chen; Y. Daib , “Robust Particle Filter for State Estimations Using Measurements with Different Types of Gross Errors” ,
2017
,
ISA Transactions
, vol.69 , p.281-295.
(SCI期刊)
Z. Yan; J. Chen; Z. Zhang , “Using Hidden Markov Model to Identify Oscillation Temporal Pattern for Control Loops” ,
2017
,
Chem. Eng. Res. Des.
, vol.119 , p.117-129.
(SCI期刊)
J. Zhang; M. Lin; J. Chen; J. Xu; K. Li , “PLS-based multi-loop robust H2 control for improvement of operating efficiency of waste heat energy conversion systems with organic Rankine cycle” ,
2017
,
Energy
, vol.123 , p.460-472.
(SCI期刊)
Y. Liu; Q.-Y. Wu,; J. Chen , “Active Selection of Informative Data for Sequential Quality Enhancement of Soft Sensor Models with Latent Variables” ,
2017
,
Ind. Eng. Chem. Res.
, vol.56 , p.4804-4817.
(SCI期刊)
L. Zhou; J. Chen; L. Yao; Z. Song; B. Hou , “Similarity Based Robust Probability Latent Variable Regression Model and its Kernel Extension for Process Monitoring” ,
2017
,
Chemometer Intell. Lab.
, vol.161 , p.88-95.
(SCI期刊)
L. Xie; X. Cai; J. Chen; H. Su , “GA Based Decomposition of Large Scale Distributed Model Predictive Control System” ,
2016
,
Control Engineering Practice
, vol.57 , p.111-125.
(SCI期刊)
C. Wei, J. Chen; Z. Song , “Developments of Two Supervised Maximum Variance Unfolding Algorithms for Process Classification” ,
2016
,
Chemometer Intell Lab.
, vol.159 , p.31-44.
(SCI期刊)
Y. Liu; C.-P. Chou; J. Chen; J.-Y. Lai , “Active Learning Assisted Strategy of Constructing Hybrid Models in Repetitive Operations of Membrane Filtration Processes: Using Case of Mixture of Bentonite Clay and Sodium Alginatel” ,
2016
,
J. Membr. Sci.
, vol.515 , p.245-257.
(SCI期刊)
Z. Zhang; J. Chen , “Dynamic Data Reconciliation for Enhancing Performance of Minimum Variance Control in Univariate and Multivariate Systems” ,
2016
,
Ind. Eng. Chem. Res.
, vol.55 , p.10990-11002.
(SCI期刊)
L. Xie; X. Lang; J. Chen; A. Horch; H. Su , “Time-varying Oscillation Detector Based on Improved LMD and Robust Lempel-Ziv Complexity” ,
2016
,
Control Engineering Practice
, vol.51 , p.48-57.
(SCI期刊)
L. L. T. Chan; T. Chen; J. Chen , “PID Based Nonlinear Processes Control Model Uncertainty Improvement by Using Gaussian Process Model” ,
2016
,
J. Process Contr.
, vol.42 , p.77-89.
(SCI期刊)
M. Ren; T. Cheng; J. Chen; X. Xu; L. Cheng , “Single Neuron Stochastic Predictive PID Control Algorithm for Nonlinear and Non-Gaussian Systems Using the Survival Information Potential Criterion” ,
2016
,
Entropy
, vol.18 , p.218-0.
(SCI期刊)
Z. Yan; J. Chen , “Enhancing Quality of Statistic Monitoring Models by Training Set Design with Active Learning Approach” ,
2016
,
Chemometer Intell Lab.
, vol.151 , p.201-218.
(SCI期刊)
Z.-Q. Ge; J. Chen , “Plant-wide industrial process monitoring: A distributed modeling framework” ,
2016
,
IEEE Trans. Ind. Informat.
, vol.12 , p.310-321.
(SCI期刊)
J. Zhang; L.-Y. Zhang; J. Chen; J. Xu; K. Li , “Performance Assessment of Cascade Control Loops with Non-Gaussian Disturbances Using Entropy Information” ,
2015
,
Chem. Eng. Res. Des.
, vol.104 , p.68-90.
(SCI期刊)
Y. Liu; Z. Zhang; J. Chen , “Ensemble Local Kernel Learning for Online Prediction of Distributed Product Outputs in Chemical Processes” ,
2015
,
Chem. Eng. Sci.
, vol.137 , p.140-151.
(SCI期刊)
J. Zheng; M.-M. Lin; J. Chen; K. Li; J. Xu , “Multiloop Robust H_infinity Control Design Based on the Dynamic PLS Approach to Chemical Processes” ,
2015
,
Chem. Eng. Res. Des.
, vol.100 , p.518-529.
(SCI期刊)
Z. Zhang; S. Shao; J. Chen , “Programming Strategies of Sequential Incremental-Scale Subproblems for Large Scale Data Reconciliation and Parameter Estimation with Multi-Operational Conditions” ,
2015
,
Ind. Eng. Chem. Res.
, vol.54 , p.5697-5709.
(SCI期刊)
Y. Liu; T. Chen; J. Chen , “Auto-Switch Gaussian Process Regression-Based Probabilistic Soft Sensors for Industrial Multigrade Processes with Transitions” ,
2015
,
Ind. Eng. Chem. Res.
, vol.54 , p.5037-5047.
(SCI期刊)
Z. Zhang; J. Chen , “Correntropy Based Data Reconciliation and Gross Error Detection and Identification for Nonlinear Dynamic Processes” ,
2015
,
Comput. Chem. Eng.
, vol.75 , p.120-134.
(SCI期刊)
P.-P. Oh; M.-F. Chong; H. L. N. Lau; Y.-M. Choo; J. Chen , “Modelling of a Membrane Reactor System For Crude Palm Oil Transesterification. Part I: Chemical And Phase Equilibrium” ,
2015
,
AIChE Journal
, vol.61 , p.1968-1980.
(SCI期刊)
P.-P. Oh; M.-F. Chong; H. L. N. Lau; Y.-M. Choo; J. Chen , “Modelling of a Membrane Reactor System for Crude Palm Oil Transesterification. Part II: Transport Phenomena” ,
2015
,
AIChE Journal
, vol.61 , p.1981-1996.
(SCI期刊)
L. Zhou; J. Chen; Z. Song; Z. Ge , “Semi-supervised PLVR Models for Process Monitoring with Unequal Sample Sizes of Process Variables and Quality Variables” ,
2015
,
J. Process Contr.
, vol.26 , p.1-16.
(SCI期刊)
P. Sun; J. Chen; L. Xie , “Self-Active and Recursively Selective Gaussian Process Models for Nonlinear Distributed Parameter Systems” ,
2015
,
Chem. Eng. Sci.
, vol.123 , p.125-136.
(SCI期刊)
X. Cai; P. Sun; J. Chen; L. Xie , “ILC Strategy for Progress Improvement of Economic Performance in Industrial Model Predictive Control Systems” ,
2014
,
J. Process Contr.
, vol.24 , p.107-118.
(SCI期刊)
T. Liu; X. Z. Wang; J. Chen , “Robust PID based indirect-type iterative learning control for batch processes with time-varying uncertainties” ,
2014
,
J. Process Contr.
, vol.24 , p.95-106.
(SCI期刊)
J. Zhang; M. Jiang; J. Chen , “Minimum Entropy-Based Performance Assessment of Feedback Control Loops Subjected to Non-Gaussian Disturbances” ,
2014
,
J. Process Contr.
, vol.24 , p.1660-1670.
(SCI期刊)
J. Chen; J.-Y. Huang , “Texture Analysis of UTDR Images for Enhancement of Monitoring and Diagnosis of Membrane Filtration” ,
2014
,
Chemometer Intell Lab.
, vol.138 , p.142-152.
(SCI期刊)
Z. Zhang; Y.-Y. Chuang; J. Chen , “Methodology of Data Reconciliation and Parameter Estimation for Process Systems with Multi-Operating Conditions” ,
2014
,
Chemometer Intell Lab.
, vol.137 , p.110-119.
(SCI期刊)
Z. Zhang; J. Chen , “Simultaneous Data Reconciliation and Gross Error Detection for Dynamic Systems Using Particle Filter and Measurement Test” ,
2014
,
Comput. Chem. Eng.
, vol.69 , p.66-74.
(SCI期刊)
L. Zhou; J. Chen; Z. Song; Z. Ge; A. Miao , “Probabilistic Latent Variable Regression Model for Process-Quality Monitoring” ,
2014
,
Chem. Eng. Sci.
, vol.116 , p.296-305.
(SCI期刊)
X. Cai; P. Sun; J. Chen; L. Xie , “Rapid Distributed Model Predictive Control Design Using Singular Value Decomposition for Linear Systems” ,
2014
,
J. Process Contr.
, vol.24 , p.1135-1148.
(SCI期刊)
Z. Zhang; Y.-Y. Chuang; J. Chen , “Pervasive Knowledge Discovery by Just-in-time Learning to Solve Simultaneous Data Reconciliation and Parameter Estimation of Industrial Processes” ,
2014
,
Ind. Eng. Chem. Res.
, vol.53 , p.10194-10205.
(SCI期刊)
Y. Liu; J. Chen , “Correntropy Kernel Learning for Nonlinear System Identification with Outliers” ,
2014
,
Ind. Eng. Chem. Res.
, vol.53 , p.5248-5260.
(SCI期刊)
J. Chen; F. Wang , “Cost Reduction of CO2 Capture Processes Using Reinforcement Learning Based Iterative Design: A pilot-scale absorption-stripping system” ,
2014
,
Sep. Purif. Technol.
, vol.122 , p.149-158.
(SCI期刊)
L.-H. Cheng; S.-Y. Yen; Z.-H. Chen; J. Chen , “Modeling and Simulation of Biodiesel Production Using a Membrane Reactor Integrated with a Pre-reactor” ,
2012
,
Chemical Engineering Science
, vol.69 , p.81-92.
(SCI期刊)
P.-P. Oh; H. L. N. Lau; J. Chen; M.-F. Chong; Y. M. Choo , “A review on conventional technologies and emerging process intensification (PI) methods for biodiesel production” ,
2012
,
Renewable and Sustainable Energy Reviews
, vol.16 , p.5131-5145.
(SCI期刊)
J. Chen; Y.-C. Yang; T.-S. Wei , “Application of Wavelet Analysis and Decision Tree in UTDR Data for Diagnosis of Membrane Filtration” ,
2012
,
Chemometrics and Intelligent Laboratory System
, vol.116 , p.102-111.
(SCI期刊)
J. Chen; Y.-H. Chang; Y.-C. Cheng; C.-K. Hsu , “Design of Image-Based Control Loops for Industrial Combustion Processes” ,
2012
,
Applied Energy
, vol.94 , p.13-21.
(SCI期刊)
J. Chen; Y.-H. Liu , “Multi-Batch Model Predictive Control for Repetitive Batch Operation with Input-Output Linearization” ,
2012
,
Industrial & Engineering Chemistry Research
, vol.51 , p.9598-9608.
(SCI期刊)
Y. Lu; J. Chen , “Integration Design of Heat Exchanger Networks into Membrane Distillation Systems to Save Energy” ,
2012
,
Industrial & Engineering Chemistry Research
, vol.51 , p.6798-6810.
(SCI期刊)
J. C. Munoz; J. Chen , “Removal of the Effects of Outliers in Batch Process Data through Maximum Correntropy Estimator” ,
2012
,
Chemometrics and Intelligent Laboratory System
, vol.111 , p.53-58.
(SCI期刊)
J. Chen; J. Munoz; N. Cheng , “Deterministic and Stochastic Model Based Run-to-Run Control for Batch Processes with Measurement Delays of Uncertain Duration” ,
2012
,
Journal of Process Control
, vol.22 , p.508-517.
(SCI期刊)
Y. Lu; J. Chen , “Optimal Design of Multi-Stage Membrane Distillation Systems for Water Purification” ,
2011
,
Ind. Eng. Chem. Res.
, vol.50 , p.7345-7354.
(SCI期刊)
Y. Lu; J. Chen, T.-C. Liu and M.-H, Chien , “Using Cooling Load Forecast as the Optimal Operation Scheme for a Large Multi-Chiller System” ,
2011
,
Int. J. of Refrigeration
, vol.34 , p.2050-2062.
(SCI期刊)
J. Chen; T.-Y.; Hsu, C.-C. Chen; Y.-C. Cheng , “On-Line Predictive Monitoring Using Dynamic Imaging of Furnaces with the Combinational Method of MPCA and HMM” ,
2011
,
Ind. Eng. Chem. Res.
, vol.50 , p.2946-2958.
(SCI期刊)
J. Chen; Y.-C. Jiang , “Development of Hidden Semi-Markov Models for Diagnosis of Multiphase Batch Operation” ,
2011
,
Chem. Eng. Sci.
, vol.66 , p.1087-1099.
(SCI期刊)
L.-H. Cheng; Y.-C. Yang; J. Chen; Y.-H. Lin; S.-H. Wang , “A New View of Membrane Fouling with 3D Ultrasonic Imaging Techniques: Taking the Canola Oil with Phospholipids for Example” ,
2011
,
J. Membr. Sci.
, vol.372 , p.134-144.
J. Chen; Y.-C. Jiang , “Hidden Semi-Markov Probability Models for Monitoring Two-Dimensional Batch Operation” ,
2011
,
Ind. Eng. Chem. Res.
, vol.50 , p.3345-3355.
(SCI期刊)
J. Chen; K.-Y. Liu; J. Munoz , “Context-KSVM-PLS Based Run-to-Run Control for Nonlinear MIMO Processes” ,
2011
,
Int. J. Innov. Comput.
, vol.7 , p.4139-4148.
(SCI期刊)
L.-H. Cheng; Y.-H. Lin; J. Chen , “Enhanced Air Gap Membrane Desalination by Novel Finned Tubular Membrane Modules” ,
2011
,
J. Membr. Sci.
, vol.378 , p.398-406.
(SCI期刊)
J. Chen; W.-Y. Wang , “Performance Monitoring of MPCA Based Control for Multivariable Batch Control Processes” ,
2010
,
J. Taiwan Inst. Chem. Eng
, vol.41 , p.465-474.
(SCI期刊)
J. Chen; M.-H. Chen; L. L. T. Chan , “Iterative Learning Parameter Estimation and Design of SMB Processes” ,
2010
,
Chemical Engineering Journal
, vol.161 , p.223-233.
(SCI期刊)
L.-H. Cheng; S.-Y. Yen; L.-S. Su; J. Chen , “Study on Membrane Reactors for Biodiesel Production by Phase Behaviors of Canola Oil Methanolysis in Batch Reactors” ,
2010
,
Bioresource Technology
, vol.101 , p.6663-6668.
(SCI期刊)
J. Chen; K.-T. Hsieh; L. L. T. Chan , “Wave Propagation Velocities in Integrated PLS Based Control of a Simulated Moving Bed Process” ,
2010
,
Chem. Eng. Sci.
, vol.56 , p.2990-3000.
(SCI期刊)
J. Chen; K.-Y. Liu; J. Munoz , “Context-KSVM Based Run-to-Run Control for Nonlinear Processes” ,
2010
,
Korean J. Chem. Eng.
, vol.27 , p.1366-1371.
(SCI期刊)
J. Chen; C.-M. Song; T.-Y. Hsu , “Online Monitoring of Batch Processes Using IOHMM Based MPLS” ,
2010
,
Ind. Eng. Chem. Res.
, vol.49 , p.2800-2811.
(SCI期刊)
J. Chen; W.-Y. Wang , “PCA-ARMA Based Control Charts for Performance Monitoring of Multivariable Feedback Control” ,
2010
,
Ind. Eng. Chem. Res.
, vol.49 , p.2228-2241.
(SCI期刊)
J. Chen; T.-Y. Hsu; C.-C. Chen; Y.-C. Cheng , “Monitoring Combustion Systems Using HMM Probabilistic Reasoning in Dynamic Flame Images” ,
2010
,
Applied Energy
, vol.87 , p.2169-2179.
(SCI期刊)
J. Chen; C.-J. Hsu; C.-C. Chen , “A Self-Growing Hidden Markov Tree for Wafer Map Inspection” ,
2009
,
J. Process Contr.
, vol.19 , p.261-271.
(SCI期刊)
J. Chen; K.-T. Hsieh; L. L. T. Chan , “PLS Data-Driven Based Approach to Design of a Simulated Moving Bed Process” ,
2009
,
Sep. Purif. Technol.
, vol.65 , p.173-183.
(SCI期刊)
L.-H. Cheng; P.-C. Wu; J. Chen , “Numerical Simulation and Optimal Design of AGMD-Based Hollow Fiber Modules for Desalination” ,
2009
,
Ind. Eng. Chem. Res.
, vol.48 , p.4948-4959.
(SCI期刊)
L.-H. Cheng; Y.-F. Cheng; S.-Y. Yen; J. Chen , “Ultrafiltration of Triglyceride from Biodiesel Using the Phase Diagram of Oil-FAME-MeOH” ,
2009
,
J. Membr. Sci.
, vol.330 , p.156-165.
(SCI期刊)
J. Chen; C.-K. Kong , “Performance Assessment for Iterative Learning Control of Batch Units” ,
2009
,
J. Process Contr.
, vol.19 , p.1043-1053.
(SCI期刊)
J. Chen; R.-K. Tsai , “Development of MBPLS Based Control for Serial Operation Processes” ,
2009
,
Korean J. Chem. Eng.
, vol.26 , p.935-945.
(SCI期刊)
J. Zhang; C.-C. Chu; J. Munoz; J. Chen , “Minimum Entropy Based Run-to-Run Control for Semiconductor Processes with Uncertain Metrology Delay” ,
2009
,
J. Process Contr.
, vol.19 , p.1688-1697.
(SCI期刊)
L.-H. Cheng; Y.-F. Cheng; S.-Y. Yen; J. Chen , “Application of UNIQUAC and SVM to Ultrafiltration for Modeling Ternary Mixtures of Oil, FAME and Methanol” ,
2009
,
Chem. Eng. Sci.
, vol.64 , p.5093-5103.
(SCI期刊)
J. Chen; K.-T. Chou , “Iterative Learning Controller Synthesis Using FIR Models for Batch Processes” ,
2009
,
Korean J. Chem. Eng.
, vol.26 , p.1512-1518.
(SCI期刊)
J. Chen and K.-C. Lin , “Integrated Batch-to-Batch Control and within-Batch On-Line Control for Batch Processes Using Two-Step MPLS-Based Model Structures” ,
2008
,
Ind. Eng. Chem. Res.
, vol.47 , p.8693-8703.
(SCI期刊)
L.-H. Cheng; P.-C. Wu; C.-K. Kong; J. Chen , “Spatial Variations of DCMD Performance for Desalination through Countercurrent Hollow Fiber Modules” ,
2008
,
Desalination
, vol.234 , p.323-334.
(SCI期刊)
L.-H. Cheng; P.-C. Wu; J. Chen , “Modeling and Optimization of Hollow Fiber DCMD Module for Desalination” ,
2008
,
J. Membr. Sci.
, vol.318 , p.154-166.
(SCI期刊)
J. Chen; K.-C. Lin , “Batch-to-Batch Iterative Learning Control and within-Batch On-Line Control for End-Point Qualities Using MPLS Based dEWMA” ,
2008
,
Chem. Eng. Sci.
, vol.63 , p.977-990.
(SCI期刊)
L.-H. Cheng; Y.-F. Cheng; J. Chen , “Predicting Effect of Interparticle Interactions on Permeate Flux Decline in CMF of Colloidal Suspensions: An Overlapped Type of Local Neural Network” ,
2008
,
J. Membr. Sci.
, vol.308 , p.54-65.
(SCI期刊)
J. Chen, Y. Yea , “Controlled Output Variance Based Diagnosis Tree for Feedforward/Feedback Control Systems” ,
2007
,
Chem. Eng. Sci.
, vol.62 , p.943-956.
(SCI期刊)
J. Chen; K.-C. Lin; C.-K. Kong , “Application of the Batch-to-Batch and Within-Batch Iterative Optimal Design Strategy for Pervaporation Processes” ,
2007
,
Sep. Purif. Technol
, vol.55 , p.265-273.
(SCI期刊)
J. Chen; C.-K. Kong , “Controlled Output Variance Based Diagnosis Tree for Feedforward/Cascade Control Systems” ,
2007
,
Korean J. Chem. Eng.
, vol.24 , p.379-390.
(SCI期刊)
J. Chen; C.-J. Hsu; Y.-C. Jiang; M.-W. Lee , “Self-Growing Hidden Markov Tree Based Multiway Principle Component Analysis for Enhanced Monitoring of Batch Processes” ,
2007
,
Ind. Eng. Chem. Res.
, vol.46 , p.6010-6024.
(SCI期刊)
J. Chen; F. Wang , “PLS Based dEWMA Run-to-Run Controller for MIMO Non-Squared Semiconductor Processes” ,
2007
,
J. Process Contr.
, vol.17 , p.309-319.
(SCI期刊)
Chen, J., K.-P. Wang, J.-Y. Houng, C.-H. Liao , “Sequential Design of pH Profiles for Asymmetric Bioreduction of Ethyl 4-Chloro-3-Oxobutyrate Using a New Experimental Design Method” ,
2006
,
Enzyme Microb. Technol
, vol.38 , p.689-696.
(SCI期刊)
J. Chen, H.-H. Chen , “On-Line Batch Process Monitoring Using MHMT Based MPCA” ,
2006
,
Chem. Eng. Sci.
, vol.61 , p.3223-3239.
(SCI期刊)
J. Chen, H. Chang, S.-R. Chen , “Simulation Study of a Hybrid Absorber– Heat Exchanger Using Hollow Fiber Membrane Module for the Ammonia-Water Absorption Cycle” ,
2006
,
Int. J. of Refrigeration
, vol.29 , p.1043-1052.
(SCI期刊)
H. Chang, J. Chen, Y.-P. Ho, , “Batch Process Monitoring by Wavelet Transform Based Fractal Encoding” ,
2006
,
Ind. Eng. Chem. Res.
, vol.45 , p.3864-3879.
(SCI期刊)
J. Chen, Y. Yea, C.-K. Kong , “Diagnosis of Cascade Control Loop Status Using Performance Analysis Based Approach” ,
2006
,
Ind. Eng. Chem. Res.
, vol.45 , p.7540-7551.
Chen, J., S.-C. Huang , Y. Yea , “Achievable Performance Assessment and Design for Parallel Cascade Control Systems” ,
2005
,
J. Chem. Eng. Jpn.
, vol.38 , p.181-201.
(SCI期刊)
Yea, Y. , J. Chen , “Diagnosis of Closed Control Loop Status Using Performance Analysis Based Approach” ,
2005
,
Ind. Eng. Chem. Res.
, vol.44 , p.5660-5671.
(SCI期刊)
Chen J., W.-J. Chang , “Applying Wavelet-Based Hidden Markov Tree to Enhancing Performance of Process Monitoring” ,
2005
,
Chem. Eng. Sci.
, vol.60 , p.5129-5143.
(SCI期刊)
Chen, J., Y.-C. Chang, Y. Yea , “Multiloop PID Controller Design Using PLS Decoupling Structure” ,
2005
,
Korean J. Chem. Eng.
, vol.22 , p.173-183.
(SCI期刊)
Chen, J., K.-P. Wang, M.-T. Liang , “Predictions of Heat Transfer Coefficients of Supercritical Carbon Dioxide Using the Overlapped Type of Local Neural Network” ,
2005
,
Int. J. Heat Mass Transf.
, vol.48 , p.2483-2492.
(SCI期刊)
Chen, J.H., Y.-C. Chang , “Applying Partial least squares-Based Decomposition Structure to Multi-Loop Adaptive PID Controllers in Nonlinear Processes” ,
2004
,
Industrial & Engineering Chemistry Research
, vol.43 , p.5888-5898.
(SCI期刊)
Chen, J.H., K.-P. Wang , “Sequential Experimental Design Strategy for Optimal Batch Profiles Using Hybrid Function Approximations” ,
2004
,
Industrial & Engineering Chemistry Research
, vol.43 , p.5260-5274.
(SCI期刊)
Chen, J.H., T.-C. Huang , “Applying Neural Networks to On-line Updated PID Controllers for Nonlinear Process Control” ,
2004
,
Journal of Process Control
, vol.14 , p.211-230.
(SCI期刊)
Chen, J.H., J.-H. Yen , “Three-Way Data Analysis with Time Lagged Window for On-Line Batch Process Monitoring” ,
2003
,
Korean J. Chem. Eng
, vol.20 , p.1000-1011.
(SCI期刊)
Chen, J.H., Y. Yea , “Design Pole Placement Controller Using Linearized Neural Networks for MISO Systems” ,
2003
,
J. Chem. Eng. Jap.
, vol.36 , p.1005-1011.
(SCI期刊)
Chen, J.H., R.-G. Sheui , “Optimal Batch Trajectory Design Based on an Intelligent Data-Driven Method” ,
2003
,
Industrial & Engineering Chemistry Research
, vol.42 , p.1363-1378.
(SCI期刊)
Chen, J.H. , Y. Yea , “Modified QDMC Based on Instantaneous Linearization of Neural Network Models in Nonlinear Chemical Processes” ,
2003
,
J. Chem. Eng. Jap
, vol.36 , p.198-209.
(SCI期刊)
Chen, J.H., C-M. Liao , “Dynamic Process Fault Monitoring Based on Neural Network and PCA” ,
2002
,
J. of Proc. Cont.
, vol.12 , p.277-289.
(SCI期刊)
Chen, J.H., Y. Yea, C.-W. Wang , “Neural Network Model Predictive Control for Nonlinear MIMO Processes with Unmeasured Disturbances” ,
2002
,
Journal of Chemical Engineering of Japan
, vol.35 , p.150-159.
(SCI期刊)
Chen, J.H., K.-P. Wang, J.-Y. Houng and S.-L. Lee , “Design of pH Profile for Asymmetric Bioreduction of Ethyl 4-Chloro Acetoacetate on the Basis of a Data-Driven Method” ,
2002
,
Biotechnology Progress
, vol.18 , p.1414-1422.
(SCI期刊)
Chen, J.H., Y. Yea , “Neural Network-Based Predictive Control for Multivariable Processes” ,
2002
,
Chem. Eng. Comm.
, vol.189 , p.865-894.
(SCI期刊)
Chen, J.H., R.-G. Sheui , “Using Taguchi's Method and Orthogonal Function Approximation to Design Optimal Manipulated Trajectory in Batch Processes” ,
2002
,
Industrial & Engineering Chemistry Research
, vol.41 , p.2226-2237.
(SCI期刊)
Chen, J.H., K.-C. Liu , “On-Line Batch Process Monitoring Using Dynamic PCA and Dynamic PLS Models” ,
2002
,
Chemical Engineering Science
, vol.57 , p.63-75.
(SCI期刊)
Chen, J. H. , J. Liu , “Derivation of Function Space Analysis Based PCA Control Charts for Batch Process Monitoring (SCI)” ,
2001
,
Chemical Engineering Science
, vol.56 , p.3289-3304.
(SCI期刊)
Chen, J.H., C.-M. Liao, F. R. J. Lin, M.-J. Lu , “Principle Comonent analysis Based Control Charts with Memory Effect for Process Monitoring (SCI)” ,
2001
,
Industrial & Engineering Chemistry Research
, vol.40 , p.1516-1527.
(SCI期刊)
J. H.Chen and J. Liu , “Post Analysis on Different Operating Time Processes Using Orthonormal Function Approximation and Multiway Principal Component Analysis ” ,
2000
,
J. Proc. Cont.
, vol.10 , p.411-418.
(SCI期刊)
陳榮輝 , “發展PCA類神經網路於錯誤診斷” ,
2000
,
工程科技通訊
, vol.0 , p.49-52.
J. HChen and J. Liu , “Using Mixture PCA Networks to Extract Fuzzy Rules from Data” ,
2000
,
Industrial & Engineering Chemistry Research
, vol.39 , p.2355-2367.
(SCI期刊)
Junghui Chen,Paul Po-Tao Chu,David ShanHill Wong,Shi-Shang Jang , “Optimal Design Using Neural Network and Information Analysis in Plasma Etching (SCI)” ,
1999
,
J.Vac.Sci.Technol.B
, vol.17
(SCI期刊)
Junghui Chen,Shi-Shang Jang,David ShanHill Wong,Chen-Chi M. Ma.,Jia -Min Lin , “Optimal Design of Filament Winding Using Neural Network Experimental Design Scheme (SCI)” ,
1999
,
JournalofCompositeMaterials
, vol.33
(SCI期刊)
Junghui Chen,Jialin Liu , “Mixture Principal Component Analysis Models for Process Monitoring (SCI)” ,
1999
,
Industrial & Engineering Chemistry Research
, vol.38 , p.1478-1488.
(SCI期刊)
Chen J.H. , D. S. H. Wong , S. S. Jang , S. L. Yang , “Product and Process Development Using Artificial Neural Network Model and Information Theory (SCI)” ,
1998
,
AIChEJ.
, vol.44 , p.876-887.
(SCI期刊)
Chen J. H. , “Systematic Derivations of Model Predictive Control Based on Artificial Neural Network (SCI)” ,
1998
,
Chem. Eng. Comm.
, vol.164 , p.35-39.
(SCI期刊)
陳榮輝 , 劉佳霖 , “應用化學計量於程序監督與預測” ,
1998
,
化工期刊(The Chin. I. Ch. E.)
, vol.45 , p.28-36.
研討會論文
Y.-S. Lee; S.-K. Ooi; J. Chen , “A Novel Multi-Step Prediction Model for Process Monitoring” ,
2023
,
he 2023 6th International Symposium on Advanced Intelligent Informatics
, 2023 /9 /21 ~ 2023 /9 /22 , Republic of Indonesia .
M. Yu; Y.-S. Lee; J. Chen , “Fault Diagnosis Based SDG Transfer for Zero-Sample Fault Symptom” ,
2023
,
the 2023 6th International Symposium on Advanced Intelligent Informatics
, 2023 /9 /21 ~ 2023 /9 /22 , Republic of Indonesia .
Lee Yi Shan; Junghui Chen , “Quality Prediction for Nonlinear Dynamic Processes Using Semi-Supervised Soft-sensors: An Application to Ammonia Decarburization Processes” ,
2022
,
7th International Symposium on Advanced Control of Industrial Processes
, 2022 /8 /7 ~ 2022 /8 /9 , Canada .
Y.-S. Lee; J. Chen , “Enhancing Monitoring Performance of Pharmaceutical Processes Using Dual-Attention Latent Dynamic Conditional State-Space Model” ,
2022
,
13th Asian Control Conference (ASCC 2022)
, 2022 /5 /4 ~ 2022 /5 /7 , Republic of Korea .
J. Liu; G. Mu; J. Chen , “Tensor Slow Feature Analysis for Monitoring Batch Process” ,
2022
,
13th Asian Control Conference (ASCC 2022)
, 2022 /5 /4 ~ 2022 /5 /7 , Republic of Korea .
Y.-S. Lee; O. S. Kit; D. Tanny; J. Chen , “Maintaining Soft-Sensor Models Using Latent Dynamic Variational Autoencoders” ,
2021
,
11th International Symposium on Advanced Control of Chemical Processes (ADCHEM)
, 2021 /6 /13 ~ 2021 /6 /16 , Italian Republic .
K. Wang; J. Chen; Z. Song , “Fault Detection Based on Variational Autoencoders for Complex Nonlinear Processes” ,
2019
,
12th Asian Control Conference
, 2019 /6 /9 ~ 2019 /6 /12 , Japan .
L. L. T. Chan; J. Chen , “Reducing Cost of Process Modeling through Multi-source Data Transfer Learning” ,
2019
,
12th Asian Control Conference
, 2019 /6 /9 ~ 2019 /6 /12 , Japan .
K. Wang; J. Chen; L. Xie; H. Su , “A New Optimization Frame Work of Integration Design and Control Using Gaussian Model under Uncertainty” ,
2019
,
8th The International Symposium on Design, Operation & Control of Chemical Processes
, 2019 /1 /13 ~ 2019 /1 /16 , Thailand .
P. Lu; J. Chen; L. Xie; H. Su , “A Robust Integrated Economic Optimization for Batch Processes Using Disturbances Based Dual-Feedback Control” ,
2019
,
8th The International Symposium on Design, Operation & Control of Chemical Processes
, 2019 /1 /13 ~ 2019 /1 /16 , Thailand .
Y.-S. Lee; O.-S. Kit; D. Tanny; L. L. T. Chan; J. Chen , “Reducing Energy Cost of Absorber-Stripper CO2 Capture Process through Economic Neural Network Model Predictive Control” ,
2018
,
6th International Symposium on Process Intensification
, 2018 /11 /7 ~ 2018 /11 /8 , 中華民國 台灣 .
L. L. T. Chan; Y.-S. Lee; J. Chen , “Economic Model Predictive Control of CO2 Capture Process Retrofitted with Membrane Units” ,
2018
,
6th International Symposium on Process Intensification
, 2018 /11 /7 ~ 2018 /11 /8 , 中華民國 台灣 .
L. L. T. Chan; J. Chen , “Economic Model Predictive Control of an Absorber-Stripper CO2 Capture Process for Improving Energy Cost” ,
2018
,
10th International Symposium on Advanced Control of Chemical Processes (ADCHEM)
, 2018 /7 /25 ~ 2018 /7 /27 , 大陸地區 .
P. Lu; J. Chen; L. Xie , “ILC Based Economic Batch-to-Batch Optimization for Batch Processes” ,
2018
,
10th International Symposium on Advanced Control of Chemical Processes (ADCHEM)
, 2018 /7 /25 ~ 2018 /7 /27 , 大陸地區 .
J. Liu; T. Liu; J. Chen , “Quality Prediction for Multi-Grade Processes by Common and Special Feature Extraction” ,
2018
,
10th International Symposium on Advanced Control of Chemical Processes (ADCHEM)
, 2018 /7 /25 ~ 2018 /7 /27 , 大陸地區 .
Y. Lyu; J. Chen; Z. Song , “Image-Based Process Monitoring Using Deep Belief Networks” ,
2018
,
10th International Symposium on Advanced Control of Chemical Processes (ADCHEM)
, 2018 /7 /25 ~ 2018 /7 /27 , 大陸地區 .
C.-H. Wei; J. Chen; Z.-H. Song , “Soft Sensors of Nonlinear Industrial Processes Based on Self-Learning Kernel Regression Model” ,
2017
,
Proceedings of 2017 Asian Control Conference
, 2017 /12 /17 ~ 2017 /12 /20 , Republic of Singapore .
L. Zhou; J. Chen; Z. Ge; Z.-H. Song , “Multiple Fault Detection Using Multi-rate Probability Principle Component Analysis Models” ,
2017
,
20th IFAC World Congress
, 2017 /7 /28 ~ 2017 /7 /31 , France .
X. Lang; D. Zhong; L. Xie; J. Chen; H. Su , “Application of the Improved Multivariate Empirical Mode Decomposition to Plant-Wide Oscillations Characterization” ,
2017
,
6th International Symposium on Advanced Control of Industrial Processes
, 2017 /5 /28 ~ 2017 /5 /31 , 中華民國 台灣 .
Q.-Y. Wu; L. L. T. Chan; J. Chen , “Active Learning Dynamic Soft Sensor with Forward-Update Scheme” ,
2017
,
6th International Symposium on Advanced Control of Industrial Processes
, 2017 /5 /28 ~ 2017 /5 /31 , 中華民國 台灣 .
S. W. Ku; J. Chen; L. L. T. Chan , “Identification of LTV Systems with Cascade Control Loops Using Basis Function Approach” ,
2017
,
6th International Symposium on Advanced Control of Industrial Processes
, 2017 /5 /28 ~ 2017 /5 /31 , 中華民國 台灣 .
Z. Yan; J. Chen; Z. Zhang , “Valve Stiction Detection Using the Bootstrap Hammerstein System Identification” ,
2017
,
6th International Symposium on Advanced Control of Industrial Processes
, 2017 /5 /28 ~ 2017 /5 /31 , 中華民國 台灣 .
X. Wu; L. L. T. Chan; J. Chen; X. Lei , “Application of Gaussian Processes with Variable Shrinkage Method and Just-In-Time Modeling in the Semiconductor Industr” ,
2017
,
6th International Symposium on Advanced Control of Industrial Processes
, 2017 /5 /28 ~ 2017 /5 /31 , 中華民國 台灣 .
Junghui Chen; Qing-Yang Wu; Lester Lik Teck Chan , “Utilizing Big Data for Development of Soft Sensor” ,
2017
,
2017 AIChE Spring Meeting and 13th Global Congress on Process Safety
, 2017 /3 /26 ~ 2017 /3 /30 , United States .
Qing-Yang Wua; Yi Liu; Junghui Chen , “Improving the Quality of Latent Variable Soft Sensor Models Using Active Sequential Data Selection” ,
2016
,
The 7th International Symposium on Design, Operation and Control of Chemical Processes (PSE ASIA 2016)
, 2016 /7 /24 ~ 2016 /7 /27 , Japan .
Shao-Wu Gu; Junghui Chen , “ LTV Subspace System Identification for Nonlinear Chemical Processes – An Orthonormal Basis Function Approach” ,
2016
,
The 7th International Symposium on Design, Operation and Control of Chemical Processes (PSE ASIA 2016)
, 2016 /7 /24 ~ 2016 /7 /27 , Japan .
J. Chen, F. Wang , “PLS Based dEWMA Controller for MIMO Non-Squared Semiconductor” ,
2005
,
International Conference on Engineering Applications and Computational Algorithms
, 2005 /7 ~ 2006 .
J. Chen, Y. Yea, K.-C. Lin, C.-J. Hsu , “Performance Assessment and Diagnosis in Batch Units” ,
2005
,
Proceedings of the 2005 CIChE Annual Meeting and Conferences
, 2006 ~ 2006 .
J. Chen, H.-H. Chen, W.-J. Chang , “Wavelet-Based Hidden Markov Tree for Batch Process Monitoring” ,
2005
,
PSE Asia
, 2006 ~ 2006 .
F. Wang, Y.-P. Ho, K.-C. Lin, Y. Yea, W. Wan, J. Chen , “Evaluation of Data-Driven Based Batch-to-Batch Optimization Approach for Pervaporation Process” ,
2005
,
International Membrane Conference in Taiwan 2005
, 2006 ~ 2006 .
J. Chen, Y. Yea , “Assessment and Diagnosis of Feedforward/Feedback Control System” ,
2005
,
American Control Conference (ACC 2005)
, 2006 ~ 2006 .
S.-C. Huang, Y. Yea, K.-C. Kai, J. H.Chen , “Performance Assessment Measures for Parallel Cascade Control” ,
2004
,
2004 Symposium on Process Systems Engineering
, 2004 ~ 2004 .
J. H.Chen, Y. Yea, F. Wang , Y.-P. Ho , “On-Line Batch Process Monitoring Using Three-Way Data Analysis” ,
2004
,
Proceedings of the 2004 CIChE Annual Meeting and Conferences
, 2004 ~ 2004 .
F. Wang, J. H.Chen , “PLS Based Run-to-Run Control Design for MIMO Non-Squared Semiconductor Processes” ,
2004
,
2004 Symposium on Process Systems Engineering
, 2004 ~ 2004 .
Chen, J.H., K.-P. Wang , “Designing Optimal Operation Profiles of Batch Reactors with the Integration of Function Approximation and Experimental Design” ,
2004
,
AIChE Annual Meeting
, 2004 ~ 2004 .
Chen, J.H., Y.-C. Cheng , “Using Neural Networks and PLS to Design Multi-loop PID Controllers in Nonlinear MIMO Processes” ,
2004
,
2004 International Conference on Dynamics, Instrumentation and Control
, 2004 ~ 2004 .
Y. Yea and J. H.Chen , “QDMC on the Basis of Neural Network Models in Nonlinear Processes” ,
2003
,
2003 Chinese Automatic Control Conference
, 2003 ~ 2003 .
K.-P. Wang, J. H.Chen, S.-L. Lee and J.-Y. Houng , “Optimization of the Operating pH Profile in a Batch Reactor for Asymmetric Bioreduction of Ethyl 4-Chloro Acetoacetate” ,
2003
,
8th Biochemical Engineering Conference
, 2003 ~ 2003 .
Huang, P.-S., J. H. Chen , “Identification of Hammerstein Models Using CMAC Network” ,
2003
,
2003 Symposium on Process Systems Engineering
, 2003 /12 ~ 2003 .
Huang, S.-C.,Y. Yea, J.H. Chen , “Achievable Performance Design of Single-Loop PID Control Systems” ,
2003
,
2003 Symposium on Process Systems Engineering
, 2003 /12 ~ 2003 .
Chen, J.H., Y. Yea, W.-J. Chang, S.-C. Huang , “Optimal Batch Trajectory Design Based on An Intelligent Data-Driven Method” ,
2003
,
Proceedings of the 2003 CIChE Annual Meeting and Conferences,
, 2003 ~ 2003 .
Chen, J. H. and J.-H. Yen , “Development of Dynamic PARAFAC for On-Line Batch Process Monitoring” ,
2002
,
PSE Asia 2002
, 2003 ~ 2003 .
Chen, J.H. and J.-H. Yen , “Comparison of MPCA and PARAFAC for Batch Process Monitoring” ,
2002
,
AIChE Annual Meeting
, 2003 ~ 2003 .
Chen, J.H. , Y. Yea, Y.-C. Chang and K.-P. Wang , “Development of Dynamic Principal Component Analysis for On-line Batch Process Monitoring” ,
2002
,
Proceedings of the 2002 CIChE Annual Meeting and Conferences
, 2003 ~ 2003 .
Chen, J.H. , Q. Liu, C. Wang , “Mixture PCA Network for Process Monitoring and Diagnosis” ,
2001
,
Proceedings of the 2000 CIChE Annual Meeting and Conferences
, 2001 ~ 2001 .
Chen, J.H. , Y. Yea , “Pole Placement Design Based on Instantaneous Linearization of Neural Network” ,
2001
,
Automatic Control Conference
, 2001 ~ 2001 .
Chen, J.H. , J. Liu , “Multivariate Calibration Models Based on Functional Space and Partial Least Square for Batch Processes” ,
2001
,
4th IFAC Workshop on On-line Fault Detection and Supervision in the Chemical Process Industries
, 2001 ~ 2001 .
Chen, J.H , R-G. Sheu , “Optimal Trajectory Design in Batch Processes Using Soft Computing” ,
2001
,
Optimal Trajectory Design in Batch Processes Using Soft Computing
, 2002 ~ 2002 .
Chen, J. H. , Y. Yea , “Development of Neural Network Predictive Control for Multivariable Systems” ,
2001
,
Symposium on Computer Process Control
, 2002 ~ 2002 .
Chen, J.H, K-C. Liu, J-H. Yen , “On-Line Batch Process Monitoring” ,
2001
,
Global Chinese Petroleum and Petrochemical Technology Symposium
, 2002 ~ 2002 .
J.H. Chen and Y. Yea , “Neural Network Model Predictive Control on Multivariable Systems” ,
2000
,
Automatic Control Conference
, 2001 ~ 2001 .
J. H. Chen and J. Liu , “On-Line Piecewise Monitoring for Batch Process” ,
2000
,
IFAC-ADCHEM 2000
, 2001 ~ 2001 .
劉佳霖, 陳榮輝, 黃天志, 陸木榮 , “連鑄製程表面缺陷的監督方法” ,
1999
,
Symposium on Computer Process Control
, 2001 ~ 2001 .
Junghui Chen,Jialin Liu , “Process Monitoring Using Principal component Analysis in Different Operating Time Processes” ,
1999
,
1999 IFAC 14th Triennial World Congress
, 1999 ~ 1999 .
Junghui Chen,Chien Hao Liao,Jialin Liu , “Batch Process Analying and Monitoring Using Functional Space Analysis and Principal Component Analysis” ,
1999
,
1999 CIChE Annual Meeting and Conferences
, 1999 ~ 1999 .
Junghui Chen,Yuezhi Yea,Tienchih Huang , “Parallel Algorithm for Training MLP Neural Networks” ,
1999
,
Symposium on Computer Process Control
, 1999 ~ 1999 .
劉佳霖,陳榮輝,鍾進煌,王一虹 , “應用多變量統計程序控制於脫水塔異常偵測” ,
1998
,
Symposium on Computer Process Control
, 1998 ~ 1998 .
Chen J.H. , J. Liu , “Multivariate Statistic Process Control in Distillation” ,
1998
,
Symposium on Computer Process Control
, 1998 ~ 1998 .
專利
陳榮輝;林昱宏 , “CONDENSING TUBE AND FILTRATION MODULE THEREOF” , 發明 ,
2013
, 美國 , US 8,353,981 B2 (2013.1) .
陳榮輝;林昱宏 , “凝結管及使用其之過瀘模組” , 發明 ,
2012
, 中華民國 台灣 , 發明第I 374052號 (2012.10) .
技術報告
陳榮輝, 葉育志, 王凡, 何雲鵬 , “批次反應系統之最適化操作、監控與控制器性能評估整合 (II)” ,
2004
.
陳榮輝, 葉育志, 張旺榮, 黃順祺 , “批次反應系統之最適化操作、監控與控制器性能評估整合 (I)” ,
2003
.
陳榮輝 , “發展動態PCA於批次製程的即時監控系統” ,
2002
.
陳榮輝,葉育志 , “多變數類神經網路模式預測控制器的發展” ,
2001
.
陳榮輝,劉坤志,王志偉 , “混合型PCA網路監督診斷系統” ,
2000
.
陳榮輝 , “函數型PCA於批次製程監督與測量矯正的發展 ” ,
1999
.
陳 榮 輝 , “發展PCA類神經網路於錯誤診斷” ,
1988
.