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研究人才詳細資料

出版年月	著作類別	著作名稱	作者	收錄出處
2025-12	期刊論文	Individual Parameterized Transformer-Based Deep Q-Network for Efficient Industrial 2D Exact Guillotine Cutting Scheduling	Jie-Ying Su, Yi-Feng Hung, Jia-Lin Kang, Shi-Shang Jang	Journal of Applied Soft Computing
2025-10	期刊論文	Granger causality analysis using error correction model for root cause diagnosis in non-stationary industrial processes	2. Rui Chen, Yung-Min Lin, Jia-Lin Kang, Jian-Guo Wang, Yuan Yao, Li-Lan Liu, Zhong-Tao Xie	Journal of the Taiwan Institute of Chemical Engineers
2024-11	期刊論文	Handling Domain Drift and Unknown Fault Detection in Rotating Machinery Using Few‐Shot Learning With Data Scaling	Yung‐Min Lin, Jia‐Lin Kang*, and Yuan Yao	International Journal of Adaptive Control and Signal Processing
2024-10	期刊論文	Deep learning model predictive control of a high-density polyethylene reactor with a physics-guided sequence-to-sequence model with memory	Zhen-Feng Jiang, Xi-Zhan Wei, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao*, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou.	Computers & Chemical Engineering
2023-11	研討會論文	A Reinforcement Learning Approach for the Exact Guillotine Cutting Stock Problem	JY Su, JL Kang, YF Hung, SS Jang
2023-10	期刊論文	Sequence-to-Sequence Digital Twin Model in Chemical Plants with Internal Rolling Training Algorithm	Jia-Lin Kang* , Somayeh Mirzaei, Zi Hang Yang	Applied Soft Computing
2023-06	期刊論文	Facile synthesis of hybrid WO3/MoOx electrochromic films for application in complementary electrochromic devices	Shih-Chieh Hsu, Szu-Han Chao, Nian-Jheng Wu, Jen-Hsien Huang, Jia-Lin Kang, Huei Chu Weng, Ting-Yu Liu*	Journal of Alloys and Compounds
2023-06	研討會論文	A Reinforcement Learning Development for The Exact Guillotine with Flexibility on Cutting Stock Problem	Jie-Ying Su, Jia-Lin Kang, Shi-Shang Jang
2023-06	研討會論文	Polymer Grade Transition Control via Reinforcement Learning Trained with a Physically Consistent Memory Sequence-to-Sequence Digital Twin	ZF Jiang, DSH Wong, JL Kang, Y Yao, YC Chuang
2023-05	期刊論文	Surface Modification of Li3VO4 with PEDOT: PSS Conductive Polymer as an Anode Material for Li-Ion Capacitors	Shih-Chieh Hsu, Kuan-Syun Wang, Yan-Ting Lin, Jen-Hsien Huang, Nian-Jheng Wu, Jia-Lin Kang, Huei-Chu Weng, and Ting-Yu Liu*	Polymers
2023-04	期刊論文	An Actor-Critic Algorithm for the Stochastic Cutting Stock Problem	Jie-Ying Su, Jia-Lin Kang, and Shi-Shang Jang	Processes
2022-12	期刊論文	Identification of Unknown Faults in Chemical Processes Using Few-Shot Learning	Somayeh Mirzaei, Kuo-Yao Chiu, Jia-Lin Kang	Measurement
2022-12	研討會論文	A Reinforcement Learning Approach for Stochastic Cutting Stock Problem	Jie-Ying Su, Jia-Lin Kang, Shi-Shang Jang
2022-12	研討會論文	Development of Unknown Identification Capabilities for Chemical Process Fault Diagnosis Using AutoEncoder Generative Network	Wen-An Lee, Yuan Yao, Jia-Lin Kang
2022-12	研討會論文	Graph-Based Deep Learning Quantitative Structure Properties Relation (QSPR) for Solvents	Jau-Shiue Huang, David Shan-Hill Wong, Chen-Tse Chiu, Jia-Lin Kang, Shih-Hsuan Tai, Ping-Han Tang
2022-12	研討會論文	Model-Building for Ozone absorption and VOCs ozonation in a Rotating Packed Bed	Yi-Chen Liu, Jia-Lin Kang, David Shan-Hill Wong and Shi-Shang Jang
2022-11	研討會論文	A Reinforcement Learning Approach for Stochastic Cutting Stock Problem	Jie-Ying Su, Jia-Lin Kang, Shi-Shang Jang
2022-11	研討會論文	A Reinforcement Learning Approach for Stochastic Cutting Stock Problem	Jie-Ying Su, Jia-Lin Kang, Shi-Shang Jang
2022-06	期刊論文	Evaluation of Hydrodynamic Performance of New Random Packing Structure Using CFD	Jia-Lin Kang,Siao-Han Huang andShi-Shang Jang	Processes
2022-06	期刊論文	Synergistic effect of doping and surface engineering on LiNi0.5Mn1.5O4 and its application as a high-performance cathode material for Li-ion batteries	Shih-Chieh Hsu, Cai-Wan Chang-Jian, Tzu-yen Huang, Chih-Wei Hu, Lo-Yueh Chang, Han-Hsin Chiang, Nian-Jheng Wu, Shih-An Liu, Jen-Hsien Huang, Jia-Lin Kang, Huei Chu Weng, Ting-Yu Liu	Ceramics International
2022-06	研討會論文	Model Predictive Control of Grade Transition with Attention Base Sequence-to-Sequence Model	Zhen-Feng Jiang, Xi-Zhan Wei, David Shan-Hill Wong, Yuan Yao, Jia-Lin Kang, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou
2022-03	期刊論文	A surrogate model of sigma profile and COSMOSAC activity coefficient predictions of using transformer with SMILES input	Jia-Lin Kang, Chen-Tse Chiu, Jau Shiue Huang, David Shan-Hill Wong	Digital Chemical Engineering
2022-01	期刊論文	A comparative study on long short-term memory and gated recurrent unit neural networks in fault diagnosis for chemical processes using visualization.	Somayeh Mirzaei, Jia-Lin Kang*, and Kuang-Yi Chu	Journal of the Taiwan Institute of Chemical Engineers
2022-01	期刊論文	Dynamic modeling of the absorption of acetic acid in rotating packed bed	Jia-Lin Kang, Ching-Jung Chen, Chien-Hao Wu, David Shan-Hill Wong, Shi-Shang Jang, Chung-Sung Tan	Journal of the Taiwan Institute of Chemical Engineers
2022-01	期刊論文	Robust control and training risk reduction for boiler level control using two-stage training deep deterministic policy gradient	Jia-Lin Kang, Somayeh Mirzaei, Jia-An Zhou	Journal of the Taiwan Institute of Chemical Engineers
2021-05	期刊論文	A universal LPC health monitoring method for rolling element bearings with ADSCI feature	Xiaoyu Yang, David Shan-Hill Wong, Ying Zheng, Yong Zhang, Weidong Yang, Jia-Lin Kang	Measurement
2021-04	期刊論文	Development of Robust and Physically Interpretable Soft Sensor for Industrial Distillation Column Using Transfer Learning with Small Datasets	Yu-Da Hsiao, Jia-Lin Kang, David Shan-Hill Wong	Processes
2021-01	期刊論文	Digital twin model and dynamic operation for a plant-scale solid oxide fuel cell system	Jia-Lin Kang, Chien-Cheng Wang, David Shan-Hill Wong, Shi-Shang Jang, Chun-Hsiu Wang	Journal of the Taiwan Institute of Chemical Engineers
2021-01	期刊論文	Towards a universal digital chemical space for pure component properties prediction	Jie-Jiun Chang, David Shan-Hill Wong, Chen-Hsuan Huang, Jia-Lin Kang, Hsuan-Hao Hsu, Shang-Tai Lin	Fluid Phase Equilibria
2021-01	研討會論文	Digital Twin Model Development for Chemical Plants Using Multiple Time-Steps Prediction Data-Driven Model and Rolling Training	Jia-Lin Kang, Somayeh Mirzaei, Yao-Chen Lee, Yao-Cheng Chuang, Marvin Frias, Cheng-Huang Chou, San-Jang Wang, David Shan Hill Wong, Shi-Shang Jang
2020-08	期刊論文	Multi-Scale Modeling and Study of Aerosol Growth in an Amine-based CO2 Capture Absorber	Jia-Lin Kang, Kuan-Ting Liu, David Shan-Hill Wong, Shi-Shang Jang, De-Hao Tsai	Environments
2020-08	期刊論文	Particle-Scavenging prediction in sieve plate scrubber via dimension reduction in computational fluid dynamics	Siao-Han Huang, Jia-Lin Kang, David Shan-Hill Wong, Shi-Shang Jang, Chao-An Lin	Chemical Engineering Research and Design
2020-07	期刊論文	Visualization analysis for fault diagnosis in chemical processes using recurrent neural networks	Jia-Lin Kang	Journal of the Taiwan Institute of Chemical Engineers
2019-11	期刊論文	Physically consistent soft-sensor development using sequence-to-sequence neural networks	Cheng-Hung Chou, Haibin Wu, Jia-Lin Kang, David Shan-Hill Wong, Yuan Yao, Yao-Chen Chuang, Shi-Shang Jang, John Di-Yi Ou	IEEE Transactions on Industrial Informatics
2019-04	期刊論文	Development of guidelines for optimal operation of a cogeneration system.	Jia-Lin Kang, Hsu-Hung Chang, Shyan-Shu Shieh, Shi-Shang Jang, Jing-wei Ko, Hsiang-Yao Sun	Journal of the Taiwan Institute of Chemical Engineers
2019-04	期刊論文	Investigation of hydrodynamic behavior in random packing using CFD simulation	Jia-Lin Kang, Ya-Cih Ciou, Dong-Yang Lin, David Shan-Hill Wong, Shi-Shang Jang	Chemical Engineering Research and Design
2019-01	研討會論文	Machine Learning of Molecular Classification and Quantum Mechanical Calculations	Jie-Jiuan Chang, Cheng-Hung Chou, Jia-Lin Kang, David Shan-Hill Wong, Shang-Tai Lin, Hsuan-Hao Hsu, Chen-Hsuan Huang
2019-01	研討會論文	The Neural Network of Speech Recognition Applied to Fault Diagnosis in Chemical Processes	Jia-Lin Kang, Kuang-Yi Chu
2019-	研討會論文	Development of Nonparametric Dynamic Model with Generalization Capability Using Deep Learning	Cheng-Hung Chou, Jia-Lin Kang, Abhinandan Nabera, David Shan Hill Wong, Shi-Shang Jang
2018-10	研討會論文	Modeling Rotating Packed Bed for Desorption of CO2 Using Monoethanolamine	Jia-Lin Kang, Yi-Sin Chiang
2018-06	研討會論文	Modeling Rotating Packed Bed for Desorption of CO2 Using Monoethanolamine solvent	Jia-Lin Kang*, Yi-Sin Chiang
2018-01	研討會論文	Hydrodynamic Behavior of Helical Rings Random Packing Using CFD Simulation	Jia-Lin Kang,Ya-Cih Ciou, Dong-Yang Lin, Ching-Hung Cheng, David Shan-Hill Wong, Shi-Shang Jang
2017-10	研討會論文	Investigation of Hydrodynamic Behaviour in random packing using CFD simulation	Jia-Lin Kang, Wei-Fu Chen, Ya-Cih Ciou, David Shan-Hill Wong, Shi-Shang Jang
2017-02	研討會論文	Evaluation of Gas-Liquid Contact Area and Liquid Holdup of Random Packing Using CFD Simulation	Jia-Lin Kang, Wei-Fu Chen, David Shan Hill Wong, Shi-Shang Jang
2016-12	期刊論文	Modelling and design of carbon dioxide absorption in rotating packed bed and packed column	Matt Thiels, David SH Wong, Cheng-Hsiu Yu, Jia-Lin Kang, Shi Shang Jang, Chung-San Tan	IFAC-PapersOnLine
2016-07	研討會論文	Modelling Amine Aerosol Growth in the Water Wash	Jia-Lin Kang, Yue Zhang, Steven Fulk, Gary T. Rochelle
2016-06	期刊論文	Comparison of rotating packed bed and packed bed absorber in pilot plant and model simulation for CO2 capture.	Nipon Chamchan, Jia-Yu Chang, Hsiao-Ching Hsu, Jia-Lin Kang, David Shan Hill Wong, Shi-Shang Jang, Jui-Fu Shen.	Journal of the Taiwan Institute of Chemical Engineers
2016-01	期刊論文	A comparison between packed beds and rotating packed beds for CO 2 capture using monoethanolamine and dilute aqueous ammonia solutions	Jia-Lin Kang, David Shan-Hill Wong, Shi-Shang Jang, Chung-Sung Tan	International Journal of Greenhouse Gas Control
2015-08	期刊論文	Robust Predictions of Catalyst Deactivation of Atmospheric Residual Desulfurization	Jia-Lin Kang, Hamza Al Bazzaz, Dduha Chehadeh, Dawoud Bahzad, David Shan-Hill Wong, Shi-Shang Jang	Energy & Fuels
2014-10	研討會論文	Experimental Modeling Studies on Absorption of CO2 by ammonia in Rotating Packed Bed	Jia-Lin Kang, Zhen-Jie Luo, Jia-Lin Liu, Kai Sun, David Shan-Hill Wong, ShiShang, Jang, Chung-Sung Tan, Jui-Fu Shen
2014-06	期刊論文	Modeling studies on absorption of CO2 by monoethanolamine in rotating packed bed.	Jia-Lin Kang, Kai Sun, David Shan-Hill Wong, Shi-Shang Jang, Chung-Sung Tan	International Journal of Greenhouse Gas Control
2014-06	研討會論文	Dynamic Modelling and Solution Studies on Absorption of CO2 in Rotated Packing Bed	Jia-Lin Kang, Kai Sun, David Shan-Hill Wong, Shi-Shang Jang, Chung-Sung Tan
2013-07	研討會論文	Dynamic Modeling Studies on Absorption of CO2 in Rotated Packing Bed	Jia-Lin Kang, Kai Sun, David Shan-Hill Wong, Shi-Shang Jang, Chung-Sung Tan1
2013-04	研討會論文	Data-Driven Thermal Efficiency Modeling and Optimization for Multi-fuel Boiler	Jian-Guo Wang, Jia-Lin Kang, Shyan-Shu Shieh, Shi-Shang Jang, David Shan-Hill Wong
2013-01	研討會論文	Computer-aided Modeling and Optimization of Thermal Efficiency for Multi-fuel Boiler	Jian-Guo Wang, Jia-Lin Kang, Shyan-Shu Shieh, Shi-Shang Jang, David Shan-Hill Wong
2010-11	期刊論文	Lactic acid production directly from starch in a starch-controlled fed-batch operation using Lactobacillus amylophilus.	HW Yen,Jia-Lin Kang	Bioprocess and Biosystems Engineering
2009-03	期刊論文	Cultivation of Rhodobacter sphaeroides in the stirred bioreactor with different feeding strategies for CoQ10 production.	HW Yen, Chang-Yu Feng,Jia-Lin Kang	Applied Biochemistry and Biotechnology