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匯出:
Excel格式
期刊論文
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 Engineering Practice
, vol.117 , p.104941-104941.
(EI期刊)(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 Engineering Practice
, vol.96 , p.104262-104262.
(EI期刊)(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
,
CHEMICAL ENGINEERING SCIENCE
, vol.212 , p.115327-115327.
(EI期刊)(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
,
INTERNATIONAL JOURNAL OF GREENHOUSE GAS CONTROL
, vol.76 , 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
, vol.186 , p.26-35.
(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
, vol.175 , 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.335-342.
(SCI期刊)
L.L.T. Chan, J. Chen , “ Probabilistic uncertainty based simultaneous process design and control with iterative expected improvement model ” ,
2017
,
COMPUTERS & CHEMICAL ENGINEERING
, vol.106 , p.609-620.
(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.45237-45237.
(EI期刊)(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
,
CHEMICAL ENGINEERING SCIENCE
, vol.166 , p.77-90.
(EI期刊)(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
,
JOURNAL OF PROCESS CONTROL
, vol.42 , p.77-89.
(EI期刊)(SCI期刊)
L. L. T. Chan, Y. Liu and J. Chen , “Nonlinear System Identification with Selective Recursive Gaussian Process Models” ,
2013
,
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
, vol.52 , p.18276-18286.
(EI期刊)(SCI期刊)
J. Chen, L. L. T. Chan and N. Cheng , “Gaussian process regression based optimal design of combustion systems using flame images” ,
2013
,
APPLIED ENERGY
, vol.111 , p.153-160.
(SCI期刊)
J. Chen, M.-H. Chen and 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)
J. Chen, K.-T. Hsieh and L. L. T. Chan , “Wave Propagation Velocities in Integrated PLS Based Control of a Simulated Moving Bed Process” ,
2010
,
CHEMICAL ENGINEERING SCIENCE
, vol.65 , p.2990-3000.
(SCI期刊)
J. Chen, K.-T. Hsieh and L. L. T. Chan , “PLS Data-Driven Based Approach to Design of a Simulated Moving Bed Process” ,
2009
,
SEPARATION AND PURIFICATION TECHNOLOGY
, vol.65 , p.173-183.
(SCI期刊)
研討會論文
田立德 , “On the of Image-based Deep Learning Methods in Chemical Engineering” ,
2022
,
2022 Twiche
, 2022 /12 /2 ~ 2022 /12 /3 , 中華民國 台灣 .
L.L.T. Chan, Y. Zhang, Y. Lee, J. Chen , “Latent-Based Dynamic Convolutional Neural Networks with Infrared Imaging for Monitoring Spinning Disc Processes” ,
2021
,
Symposium on Thermodynamics and Process Systems Engineering
, 2021 /5 /24 ~ 2021 /5 /31 , 中華民國 台灣 .
Y. Zhang, J. Chen and L. L. T. Chan , “Application of convolutional neural network based variational auto-encoder model to the image monitoring of combustion processes” ,
2020
,
SICE Annual Conference 2020
, 2020 /9 /23 ~ 2020 /9 /26 , Thailand .
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 .