劉佳霖教授
聯絡電話：04-23590121-33212
E-mail：jialin@thu.edu.tw
| 學歷 | 清華大學化工博士 |
|---|---|
| 領域 | 製程及能源工程領域 |
| 授課領域 | 程序控制 程序設計 化工熱力學 工程數學 製程模擬 |
| 研究專長 |
程序系統工程 |
| 教師履歷 | 劉佳霖老師的學術活動及獲獎 (thu.edu.tw) |
| 實驗室 | 化工程序模擬實驗室 / |
| 實驗室影片介紹 |
學術著作
學術期刊論文
| 學年度 | 名稱 | 著作人 |
|---|---|---|
| 111 | Jialin Liu(劉佳霖)*, Yoong Kit Leong(梁勇杰), Jo-Shu Chang(張嘉修) (2023.06). Post-Combustion Carbon Capture and Utilization by Sodium Hydroxide Aqueous Solution for Bicarbonate Microalgae Cultivation. Paper presented at The 33rd European Symposium on Computer-Aided Process Engineering (ESCAPE-33), Athens: National Technical University of Athens School of Chemical Engineering, Greece. | 劉佳霖 |
| 111 | Jialin Liu(劉佳霖)*, Bing-Yen Tsai and Ding-Sou Chen (2023.05). Deep reinforcement learning based controller with dynamic feature extraction for an industrial Claus process. Journal of the Taiwan Institute of Chemical Engineers, 146, 104779. | 劉佳霖 |
| 110 | Jialin Liu(劉佳霖)*, David Shan-Hill Wong, Ding-Sou Chen (2022.01). Energy-saving performance of the process modifications for carbon capture by diluted aqueous ammonia. Journal of the Taiwan Institute of Chemical Engineers, 130, 103966. | 劉佳霖 |
| 109 | Jialin Liu(劉佳霖)*, David Shan Hill Wong, Ding-Sou Chen (2020.08). Energy-Saving Performance of Advanced Stripper Configurations for CO2 Capture by Ammonia-Based Solvents. Journal of the Taiwan Institute of Chemical Engineers, 113, 273-284. | 劉佳霖 |
| 108 | Jialin Liu (劉佳霖)* (2020.03). Investigation into an Energy-Saving Mechanism for Advanced Stripper Configurations in Post-Combustion Carbon Capture. Journal of the Taiwan Institute of Chemical Engineers, 108, 43-54. | 劉佳霖 |
| 106 | 劉佳霖*、陳丁碩（2018.04）。工廠操作數據的應用--製程監診系統與工業級虛擬分析儀。化工，65（2），64-78。 | 劉佳霖 |
| 106 | Jialin Liu(劉佳霖)* (2017.09). Process design of aqueous ammonia-based post-combustion CO2 capture. Journal of the Taiwan Institute of Chemical Engineers, 78, 240-246. | 劉佳霖 |
| 104 | Jialin Liu(劉佳霖)* 2016-06. Developing a soft sensor with online variable reselection for unobserved multi-mode operations. Journal of Process Control. 42:90-103.(SCI) | 劉佳霖 |
| 103 | Jialin Liu (劉佳霖), Han-Ci Gao, Chao-Chin Peng, David Shan-Hill Wong*, Shi-Shang Jang, Jui-Fu Shen2015-03.ASPEN PLUS RATE-BASED MODELLING FOR RECONCILING LABORATORY SCALE AND PILOT SCALE CO2 ABSORPTION USING AQUEOUS AMMONIA.International Journal of Greenhou | 劉佳霖 |
| 105 | Jialin Liu (劉佳霖)*, David Shan-Hill Wong, Shi-Shang Jang, Yu-Ting Shen (2017.04). Energy-saving design for regeneration process in large-scale CO2 capture using aqueous ammonia. Journal of the Taiwan Institute of Chemical Engineers, 73, 12-19.(SCI) | 劉佳霖 |
| 103 | Jialin Liu*, Ding-Sou Chen “Developing a Soft Sensor Based on Sparse Partial Least Squares with Variable Selection”, J. Proc. Cont., 24, 1046-1056 (2014). [SCI] | 劉佳霖 |
| 103 | Jialin Liu*, David Shan Hill Wong, Ding-Sou Chen “Bayesian Filtering of the Smearing Effect: Fault Isolation in Chemical Process Monitoring” J. Proc. Cont., 24, 1-21 (2014). [SCI] | 劉佳霖 |
| 103 | Kai Sun, Jialin Liu, Jia-Lin Kang, Shi-Shang Jang*, David Shan-Hill Wong*, Ding-Sou Chen "Development of a Variable Selection Method for Soft Sensor Using Artificial Neural Network and Nonnegative Garrote", J. Proc. Cont., 24, 1068-1075 (2014). [SCI] | 劉佳霖 |
| 103 | Jialin Liu*, Ding-Sou Chen “Fault Isolation Using Modified Contribution Plots” Comput. Chem. Eng., 61, 9- 19 (2014). [SCI] | 劉佳霖 |
| 101 | Jialin Liu* “Fault diagnosis using contribution plots without smearing effect on non-faulty variables” J. Proc. Cont., 22, 1609- 1623 (2012). [SCI] | 劉佳霖 |
| 101 | Jialin Liu*, Ding-Sou Chen, Ming-Wei Lee “Adaptive soft sensors using local partial least squares with moving window approach” Asia-Pacific J. Chem. Eng. , 7, S134- S144 (2012). [SCI] | 劉佳霖 |
| 100 | Jialin Liu*, “Data-Driven Fault Detection and Isolation for Multimode Processes” Asia-Pacific J. Chem. Eng., 6, 470- 483 (2011). [SCI] | 劉佳霖 |
| 99 | Jialin Liu*, Ding-Sou Chen, Jui-Fu Shen “Development of Self-Validating Soft Sensors Using Fast Moving Window Partial Least Squares” Ind. Eng. Chem. Res., 49, 11530-11546 (2010). [SCI]. | 劉佳霖 |
| 99 | Jialin Liu* and Ding-Sou Chen “Operational Performance Assessment and Fault Isolation for Multimode Processes” Ind. Eng. Chem. Res, 49, 3700-3714 (2010). [SCI]. | 劉佳霖 |
| 99 | Jialin Liu* and Ding-Sou Chen “Nonstationary Fault Detection and Diagnosis for Multimode Processes” AIChE J., 56, 207-219 (2010). [SCI] | 劉佳霖 |
| 99 | Jialin Liu* and Ding-Sou Chen “Nonstationary Fault Detection and Diagnosis for Multimode Processes” AIChE J., 56, 207-219 (2010). [SCI] | 劉佳霖 |
| 98 | Jialin Liu* and Ding-Sou Chen “Fault Detection and Identification Using Modified Bayesian Classification on PCA Subspace” Ind. Eng. Chem. Res, 48, 3059-3077 (2009). [SCI] | 劉佳霖 |
研討會論文
| 學年度 | 名稱 | 著作人 |
|---|---|---|
| 111 | Jialin Liu, Zhan-Feng Zhang, Yen-Chun Liu, Meng-Chih Yeh, Wei-Chen Shen, Zong-Yu Zhuang, Ming-Wei Yang (2022.12). Energy Saving Evaluation by Pilot Plant Study of Post-Combustion Capture at Taichung Power Station of Taiwan. Paper presented at 10th Asian Symposium on Process Systems Engineering (PSE Asia 2022), Chennai: Indian Institute of Technology Madras. | 劉佳霖 |
| 111 | 劉佳霖*、張展逢、劉彥君、葉孟智、沈威辰、莊宗諭、楊明偉（2022.12）。台中電廠燃燒後捕獲試驗裝置節能評估。論文發表於台灣化學工程學會69週年年會暨科技部化學工程學門成果發表會&台、日、韓、捷化學工程國際研討會，淡江大學：淡江大學。 | 劉佳霖 |
| 110 | 劉佳霖*（2021.08）。橋接大學部程控教育與化工廠控制室之間的鴻溝 -- (II) 全廠製程控制專題。論文發表於109年度「教育部教學實踐研究計畫成果交流會」工程學門，國立宜蘭大學：國立宜蘭大學 教學發展中心。 | 劉佳霖 |
| 110 | Jialin Liu (劉佳霖)*, Bing-Yen Tsai, Ding-Sou Chen (2022.06). Deep Reinforcement Learning Based Controller for Modified Claus Process. Paper presented at The 14th International Symposium on Process Systems Engineering (PSE 2021+), Kyoto: Kyoto University. | 劉佳霖 |
| 110 | 蔡秉諺、劉佳霖*、陳丁碩（2022.01）。應用深度強化學習於硫回收製程的模型預測控制。論文發表於2021 TwlChE台灣化學工程學會68週年年會，高雄展覽館三樓：國立高雄科技大學 化材系暨籌備委員會。 | 劉佳霖 |
| 110 | 張展逢、劉佳霖*（2022.01）。工業氨氮廢水捕獲揮發有機物燃燒後之二氧化碳。論文發表於2021 TwlChE台灣化學工程學會68週年年會，高雄展覽館三樓：國立高雄科技大學 化材系暨籌備委員會。 | 劉佳霖 |
| 109 | Jialin Liu (劉佳霖)*, David Shan-Hill Wong and Ding-Sou Chen (2020.11). Energy-Saving Performance of Advanced Stripper Configurations for CO2 Capture by Ammonia-Based Solvents. Paper presented at PSE Asia Symposiums – PSE Asia 2020, 台北: National Taiwan University. | 劉佳霖 |
| 107 | (劉佳霖)* (2018.11). Investigation of Energy-saving Configurations for CO2 Stripper in an Aqueous Ammonia-based Carbon Capture Process. Paper presented at 6th International Workshop on Process Intensification (IWPI 2018), 台大鄭江樓: 台大化工系. | 劉佳霖 |
| 107 | Zheng-Sheng Lu(盧正笙), Jialin Liu(劉佳霖)*.(2018.11). Investigation of energy-saving Processes for ammonia-based Post-combustion CO2 Capture. Paper presented at 台灣化學工程學會65週年年會, 雲林科技大學: 臺灣化學工程學會. | 劉佳霖 |
| 107 | 劉佳霖*（2019.05）。橋接大學部程控教育與化工廠控制室之間的鴻溝。論文發表於程序系統工程研討會，台大實驗林溪頭自然教育中心：台灣大學化學工程學系。 | 劉佳霖 |
| 106 | Zheng-Sheng Lu (盧正笙), Jialin Liu (劉佳霖)*（2017.11）。Investigation of Minimum Energy Requirement for Ammonia-based Post-combustion CO2 Capture。論文發表於2017 64th TwICHE Annual Conference，台北科技大學：台北科技大學化工系。 | 劉佳霖 |
| 106 | Jialin Liu*, Ding-Sou Chen (2018.07). Computer-Aided Design for Energy Saving in an Ammonia-based Post-combustion CO2 Capture Process. Paper presented at International Symposium on Process Systems Engineering – PSE 2018, 聖地牙哥: Rutgers University. | 劉佳霖 |
| 103 | 劉佳霖*、張鈞程、康嘉麟、陳丁碩 "On-line Scheduling and Monitoring for Reducing Energy Consumption of Compressed Air Systems", 2014台灣化學工程學會61週年年會暨科技部化學工程學門成果發表會, (2014, Taiwan) | 劉佳霖 |
| 105 | Jialin Liu (劉佳霖)*, Ding-Sou Chen (2017.05). Process Design of Aqueous Ammonia-based Post-combustion CO2 Capture. Paper presented at The International Symposium on Advanced Control of Industrial Processes (AdCONIP 2017), 台北: Taiwan University. | 劉佳霖 |
| 105 | Chung-An Lee (李仲安), Jialin Liu (劉佳霖)*, Ding-Sou Chen (陳丁碩) (2016.11). Absorber Sizing for CO2 Capture Base on Aqueous Ammonia. Paper presented at 2016台灣化學工程學會63週年慶祝大會暨科技部化學工程學門成果發表會, 中央大學: 台灣化學工程學會. | 劉佳霖 |
| 105 | Zheng-Sheng Lu (盧正笙), Jialin Liu (劉佳霖)*, Ding-Sou Chen (陳丁碩) (2016.11). Minimization of Heat Requirement for Regenerating Aqueous Ammonia and Washing Water in CO2 Capture. Paper presented at 2016台灣化學工程學會63週年慶祝大會暨科技部化學工程學門成果發表會, 中央大學: 台灣化學工程學會. | 劉佳霖 |
| 104 | "Jialin Liu (劉佳霖)*, Ding-Sou Chen ""Online variable selection for developing an industrial soft sensor"", 台灣化學工程學會62週年年會暨科技部化工學門成果發表會 台韓日三國化工會議, (2015, Taiwan)" | 劉佳霖 |
| 102 | Jialin Liu*, David Shan Hill Wong, Ding-Sou Chen “Isolating Faulty Variables for Fault Propagation Using Bayesian Decision Theory”, the 12th biannual European Control Conference, (2013, Zurich, Switzerland) | 劉佳霖 |
| 103 | Jialin Liu*, Ding-Sou Chen “Developing a Soft Sensor for an Air Separation Process Based on Variable Selection in Dynamic Partial Least Squares”, Proceedings of the 24th European Symposium on Computer Aided Process Engineering – ESCAPE 24, (2014, Budapest | 劉佳霖 |
| 102 | Jialin Liu*, Hsiao-Ju Huang, Ding-Sou Chen “Developing a Soft Sensor Based on Sparse PLS with Validating Inputs for Air Separation Process”, the 6th International Conference on Process Systems Engineering - PSE ASIA, (2013, Kuala Lumpur) | 劉佳霖 |
| 102 | Jialin Liu*, Ning Hui Tang, Han-Ci Gao, David Shan Hill Wong, Cheng Huang Chou, Jui-Fu Shen “Effect of Mass Transfer in Controlling Ammonia Slip in Coke Oven Gas Treatment”, the 6th International Conference on Process Systems Engineering - PSE ASIA, (2013 | 劉佳霖 |
| 102 | Jialin Liu*, Shu Jie Liu, David Shan Hill Wong “Process Fault Diagnosis Based on Bayesian Inference”, the 23rd European Symposium on Computer Aided Process Engineering – ESCAPE 23, (2013, Lappeenranta, Finland) | 劉佳霖 |
| 101 | Jialin Liu*, Ding-Sou Chen, “Multiple Sensor Fault Isolation Using Contribution Plots without Smearing Effect to Non-Faulty Variables”, the 11th International Symposium on Process Systems Engineering. (2012, Singapore) | 劉佳霖 |
| 101 | Jialin Liu*, Jui-Fu Shen, Ding-Sou Chen, Ming-Wei Lee, “Fault Diagnosis Using Contribution Plots with Missing Data Approach”, the 2012 American Control Conference. (2012, Montreal, Canada). | 劉佳霖 |
| 100 | Jialin Liu*,David Shan Hill Wong, “Developing Soft Sensors Based on Orthogonal Projections to Latent Structures with Kernel Algorithm”, the 18th World Congress of IFAC. (2011, Milan, Italy) | 劉佳霖 |
| 99 | Jialin Liu*, “Developing Soft Sensors Based on Data-Driven Approach”, the 2010 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2010, Hsinchu) | 劉佳霖 |
| 99 | Jialin Liu*, Jui-Fu Shen, Ding-Sou Chen, Ming-Wei Lee, “Development of Soft Sensors Based on Fast Moving Window Approach”, the 13th Asia Pacific Confederation of Chemical Engineering Congress (APCChE 2010, Taipei) | 劉佳霖 |
| 99 | Jialin Liu*, Jui-Fu Shen, Ding-Sou Chen, Ming-Wei Lee, “Operational Performance Assessment for Multimode Processes”, the 5th International Symposium on Design, Operation and Control of Chemical Processes (PSE Asia 2010, Singapore) | 劉佳霖 |
| 99 | Jialin Liu*, Jui-Fu Shen, Ding-Sou Chen, Ming-Wei Lee, “Data-driven Fault Detection and Isolation for Multimode Processes”, the 5th International Symposium on Design, Operation and Control of Chemical Processes (PSE Asia 2010, Singapore). | 劉佳霖 |
| 99 | Jialin Liu*, “Fault Detection and Isolation for Multimode Processes with Recursive Principal Component Analysis”, the 2010 IFAC International Symposium on Dynamics and Control of Process Systems (DYCOPS 2010, Leuven, Belgium). | 劉佳霖 |
| 98 | Jialin Liu*, “Process Monitoring with Distance-based Fuzzy C-Means”, The 17th National Conference on Fuzzy Theory and Its Applications. (2009, Kaohsiung) | 劉佳霖 |
| 98 | Jialin Liu*, “Fault Diagnosis for Multistate Processes Based on Modified Bayesian Classifier”, The 10th International Conference on Automation Technology. (2009, Tainan). | 劉佳霖 |
| 98 | Jialin Liu*, Ding-Sou Chen, “Monitoring an Air Separation Process with Multiple Operating Modes”, The 7th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes. (2009, Barcelona, Spain) | 劉佳霖 |
專書中之論文
| 學年度 | 名稱 | 著作人 |
|---|
主編之專書
| 學年度 | 名稱 | 著作人 |
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專利
| 學年度 | 名稱 | 著作人 |
|---|---|---|
| 103 | 劉佳霖*, (2015/07/11) "應用於工廠進行生產製造的驗證方法", 中華民國發明專利I492010號. | 劉佳霖 |
| 105 | 劉佳霖、高涵綺、汪上曉（2016.08-2034.09）。二氧化碳捕獲系統。中華民國專利號碼：I546118。 | 劉佳霖 |
| 105 | 劉佳霖*（2017.07-2036.10）。二氧化碳捕獲系統(東海大學)。中華民國專利號碼：I590862。 | 劉佳霖 |
| 104 | 劉佳霖*, (2015/12/21) "空氣壓縮站的壓縮空氣產量的控制方法", 中華民國發明專利I513900號. | 劉佳霖 |
技術報告
| 學年度 | 名稱 | 著作人 |
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其他
| 學年度 | 名稱 | 著作人 |
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代表性論著
| 學年度 | 名稱 | 著作人 |
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其他計畫
其他計畫
| 學年度 | 計畫主持人 | 計畫名稱 | 計畫期程 | 合作機構 |
|---|---|---|---|---|
| 111 | 劉佳霖 | 吸收法捕碳製程模擬技術建立 | 112年2月 113年1月 |
中國鋼鐵股份有限公司 |
| 111 | 劉佳霖 | 研發負碳排再利用的製造流程 | 111年11月 112年4月 |
友達光電股份有限公司 |
| 111 | 劉佳霖 | 台電碳捕集長期運維研究案(II) | 111年11月 112年11月 |
財團法人工業技術研究院 |
| 110 | 劉佳霖 | 台電碳捕集長期運維研究案 | 110年10月~ 111年12月 |
財團法人工業技術研究院 |
| 102 | 劉佳霖 | 壓縮氣體供應鏈管理最適化生產策略規劃 | 103年03月~ 104年02月 |
中鋼公司 |
| 101 | 劉佳霖 | 氧氣工場虛擬分析儀技術再精進 | 101年08月 ~ 102年07月 |
中鋼公司 |
| 99 | 劉佳霖 | 氧氣工場資料驗證與調諧技術開發 | 100年02月~ 101年01月 |
中鋼公司 |
| 98 | 劉佳霖 | 製程線上虛擬分析儀技術開發 | 098年11月~ 099年10月 |
中鋼公司 |
| 97 | 劉佳霖 | 氧氣工場九號機操作狀態分析技術開發 | 097年08月~ 098年07月 |
中鋼公司 |
| 97 | 劉佳霖 | 氧氣工場九號機操作狀態分析技術開發 | 097年08月~ 098年07月 |
中鋼公司 |
科技部計畫
國科會計畫
| 學年度 | 計畫主持人 | 計畫名稱 | 計畫日期 | 類型 |
|---|---|---|---|---|
| 107 | 劉佳霖 | 應用貝氏推論診斷製程失誤源 | 107年08月~ 108年07月 |
國科會計畫 |
| 106 | 劉佳霖 | 稀釋氨水捕獲燃燒後二氧化碳製程之節能設計 | 106年08月~ 107年07月 |
國科會計畫 |
| 105 | 劉佳霖 | 應用製程大數據開發工業級虛擬分析儀 | 105年08月~ 106年07月 |
國科會計畫 |
| 103 | 劉佳霖 | 應用線上生產排程及效率監控降低空氣壓縮機組能耗 | 103年01月~ 103年12月 |
國科會計畫 |
| 102 | 劉佳霖 | 應用於多模式連續操作製程之具有變數篩選及驗證輸入數據的虛擬分 | 102年08月~ 103年07月 |
國科會計畫 |
| 101 | 劉佳霖 | 具有時變特性的製程異常偵測及失誤診斷方法研究 | 101年08月~ 102年07月 |
國科會計畫 |
| 99 | 劉佳霖 | 多重操作模式連續製程之異常事件診斷及操作效率評估(多年期) | 099年08月~ 100年07月 |
國科會計畫 |
| 97 | 劉佳霖 | 應用資料導向模式線上監控及預測多樣性生產程序(II) | 097年08月~ 098年07月 |
國科會計畫 |