金 尚弘

最終更新日時: 2018/07/09 15:37:33

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氏名(漢字/フリガナ/アルファベット表記)
金 尚弘/キム サンホン/Kim, Sanghong
所属部署・職名(部局/所属/講座等/職名)
工学研究科/化学工学専攻化学システム工学講座/助教
学部兼担
部局 所属 講座等 職名
工学部
学内兼務
部局 所属 講座等 職名
学際融合教育研究推進センター スーパーグローバルコース 化学系ユニット
連絡先住所
種別 住所(日本語) 住所(英語)
職場 〒615-8510 京都市西京区京都大学桂 桂キャンパス A4棟 1階122号室 Department of Chemical Engineering, Graduate School of Engineering, Kyoto University Katsura Campus, Nishikyo-ku, Kyoto 615-8510, Japan
連絡先電話番号
種別 番号
職場 075-383-2677
所属学会(国内)
学会名(日本語) 学会名(英語)
日本化学工学会 The Society of Chemical Engineers, Japan
システム制御情報学会 The Institute of Systems, Control and Information Engineers
計測自動制御学会 Society of Instrument and Control Engineers
所属学会(海外)
学会名(英語) 国名
American Institute of Chemical Engineers (AIChE) USA
取得学位
学位名(日本語) 学位名(英語) 大学(日本語) 大学(英語) 取得区分
修士(工学) 京都大学
博士(工学) 京都大学
出身大学院・研究科等
大学名(日本語) 大学名(英語) 研究科名(日本語) 研究科名(英語) 専攻名(日本語) 専攻名(英語) 修了区分
京都大学 大学院工学研究科修士課程化学工学専攻 修了
京都大学 大学院工学研究科博士後期課程化学工学専攻 修了
出身学校・専攻等
大学名(日本語) 大学名(英語) 学部名(日本語) 学部名(英語) 学科名(日本語) 学科名(英語) 卒業区分
京都大学 工学部工業化学科 卒業
出身高等学校
高等学校名 ふりがな
大阪府立天王寺高等学校 おおさかふりつてんのうじこうとうがっこう
職歴
期間 組織名(日本語) 組織名(英語) 職名(日本語) 職名(英語)
2014/04/01〜 京都大学 Kyoto University 助教 Assistant Professor
2017/09/27〜2018/03/31 同志社大学 Doshisha Univ. 委嘱講師 Adjunct Instructor
researchmap URL
https://researchmap.jp/7000009552
研究テーマ
(日本語)
プロセスデータ解析,バッチプロセスのモデリングと制御
(英語)
Process data analysis, Modeling and control of batch processes
研究概要
(日本語)
プロセスデータ解析  化学,鉄鋼,製薬,半導体など様々なプロセスから日常的に得られるデータを統計的手法によって解析し,製品品質の予測や異常検出などを行うシステムの開発と産業応用を行っている。近年は,プロセス特性の変化に対応できるJust-In-Time型の予測モデルや分光分析スペクトルデータを対象とした予測モデルの開発に注力している。 バッチプロセスの精密制御  高付加価値製品に不可欠なバッチプロセスを,精密に制御することを目的として研究を行っている。バッチプロセスは一般に非線形時変プロセスであり,複雑な挙動を示すため,精密制御は困難であると言われているが,物理化学的なプロセスの知見と運転データの統計的解析に基づいたモデルの開発,および制御理論の応用により,その実現を目指している。
(英語)
Process data analysis We develop and implement the quality estimation and abnormal detection system based on daily operation data obtained from various kinds of processes such as chemical, steel, pharmaceutical, and semiconductor processes. Recently, our focus has been on just-in-time modeling methods, which can cope with change in process characteristics, and modeling methods using spectroscopic data. Batch process control The purpose of this research is to precisely control batch processes, which are important for the production of high value-added products. Batch processes are, in general, non-linear time-varying process, and their behavior is complicated, thus, it is challenging to precisely control them. We try to solve this problem by using modeling technique based on both physical knowledge of the processes and statistical analysis of operation data, and the control theory.
研究分野(キーワード)
キーワード(日本語) キーワード(英語)
プロセスデータ解析 Process Data Analysis
ソフトセンサ Soft-sensor
プロセスシステム工学 Process Systems Engineering
プロセス制御 Process Control
論文
著者 著者(日本語) 著者(英語) タイトル タイトル(日本語) タイトル(英語) 書誌情報等 書誌情報等(日本語) 書誌情報等(英語) 出版年月 査読の有無 記述言語 掲載種別 公開
金 尚弘 金 尚弘 Sanghong Kim Input variable scaling for statistical modeling Input variable scaling for statistical modeling Input variable scaling for statistical modeling Computers and Chemical Engineering, 74, 59-65 Computers and Chemical Engineering, 74, 59-65 Computers and Chemical Engineering, 74, 59-65 2015/01 英語 研究論文(学術雑誌) 公開
S. Kim, R. Okajima, M. Kano, S. Hasebe S. Kim, R. Okajima, M. Kano, S. Hasebe Development of soft-sensor using locally weighted PLS with adaptive similarity measure Development of soft-sensor using locally weighted PLS with adaptive similarity measure Chemometrics and Intelligent Laboratory Systems, 124, 43-49 , 124, 43-49 Chemometrics and Intelligent Laboratory Systems, 124, 43-49 2013/05 英語 公開
Sanghong Kim, Manabu Kano, Shinji Hasebe, Akitoshi Takinami, Takeshi Seki Sanghong Kim, Manabu Kano, Shinji Hasebe, Akitoshi Takinami, Takeshi Seki Long-term industrial applications of inferential control based on just-in-time soft-sensors: economical impact and challenges Long-term industrial applications of inferential control based on just-in-time soft-sensors: economical impact and challenges Industrial & Engineering Chemistry Research, 52, 35, 12346-12356 , 52, 35, 12346-12356 Industrial & Engineering Chemistry Research, 52, 35, 12346-12356 2013 英語 公開
H. Nakagawa, T. Tajima, M. Kano, S. Kim, S. Hasebe, T. Suzuki, H. Nakagami H. Nakagawa, T. Tajima, M. Kano, S. Kim, S. Hasebe, T. Suzuki, H. Nakagami Evaluation of infrared-reflection absorption spectroscopy measurement and locally weighted partial least-squares for rapid analysis of residual drug substances in cleaning processes Evaluation of infrared-reflection absorption spectroscopy measurement and locally weighted partial least-squares for rapid analysis of residual drug substances in cleaning processes Analytical Chemistry, 84, 8, 3820-3826 , 84, 8, 3820-3826 Analytical Chemistry, 84, 8, 3820-3826 2012/04 英語 公開
S. Kim, M. Kano, H. Nakagawa, S. Hasebe S. Kim, M. Kano, H. Nakagawa, S. Hasebe Estimation of active pharmaceutical ingredients content using locally weighted partial least squares and statistical wavelength selection Estimation of active pharmaceutical ingredients content using locally weighted partial least squares and statistical wavelength selection International Journal of Pharmaceutics, 421, 2, 269-274 , 421, 2, 269-274 International Journal of Pharmaceutics, 421, 2, 269-274 2011/12 英語 公開
タイトル言語:
Misc
著者 著者(日本語) 著者(英語) タイトル タイトル(日本語) タイトル(英語) 書誌情報等 書誌情報等(日本語) 書誌情報等(英語) 出版年月 査読の有無 記述言語 掲載種別 公開
Zhongchao Zheng, Tatsuru Seto, Sanghong Kim, Manabu Kano, Toshiyuki Fujiwara, Masahiko Mizuta, Shinji Hasebe Zhongchao Zheng, Tatsuru Seto, Sanghong Kim, Manabu Kano, Toshiyuki Fujiwara, Masahiko Mizuta, Shinji Hasebe Zhongchao Zheng, Tatsuru Seto, Sanghong Kim, Manabu Kano, Toshiyuki Fujiwara, Masahiko Mizuta, Shinji Hasebe A first-principle model of 300 mm Czochralski single-crystal Si production process for predicting crystal radius and crystal growth rate A first-principle model of 300 mm Czochralski single-crystal Si production process for predicting crystal radius and crystal growth rate A first-principle model of 300 mm Czochralski single-crystal Si production process for predicting crystal radius and crystal growth rate Journal of Crystal Growth, 492, 105-113 Journal of Crystal Growth, 492, 105-113 Journal of Crystal Growth, 492, 105-113 2018/06/15 公開
Naoki Okayama, Sanghong Kim, Manabu Kano, Shinji Hasebe Naoki Okayama, Sanghong Kim, Manabu Kano, Shinji Hasebe Naoki Okayama, Sanghong Kim, Manabu Kano, Shinji Hasebe Modified joint-Y PLS model for integrated use of data from similar plants Modified joint-Y PLS model for integrated use of data from similar plants Modified joint-Y PLS model for integrated use of data from similar plants 2017 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017, 101-106 2017 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017, 101-106 2017 6th International Symposium on Advanced Control of Industrial Processes, AdCONIP 2017, 101-106 2017/07/18 公開
Tatsuru Seto, Sanghong Kim, Manabu Kano, Toshiyuki Fujiwara, Masahiko Mizuta, Shinji Hasebe Tatsuru Seto, Sanghong Kim, Manabu Kano, Toshiyuki Fujiwara, Masahiko Mizuta, Shinji Hasebe Tatsuru Seto, Sanghong Kim, Manabu Kano, Toshiyuki Fujiwara, Masahiko Mizuta, Shinji Hasebe Gray-box modeling of 300 mm Czochralski single-crystal Si production process Gray-box modeling of 300 mm Czochralski single-crystal Si production process Gray-box modeling of 300 mm Czochralski single-crystal Si production process Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting, 668-674 Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting, 668-674 Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting, 668-674 2016/01/01 公開
Ryosuke Yoshizaki, Manabu Kano, Sanghong Kim Ryosuke Yoshizaki, Manabu Kano, Sanghong Kim Ryosuke Yoshizaki, Manabu Kano, Sanghong Kim Optimization of nonlinear multi-stage process with characteristic changes through locally-weighted partial least squares Optimization of nonlinear multi-stage process with characteristic changes through locally-weighted partial least squares Optimization of nonlinear multi-stage process with characteristic changes through locally-weighted partial least squares 2015 10th Asian Control Conference: Emerging Control Techniques for a Sustainable World, ASCC 2015 2015 10th Asian Control Conference: Emerging Control Techniques for a Sustainable World, ASCC 2015 10th Asian control conference 2015 2015/09/08 公開
Sanghong Kim, Kazuki Mishima, Manabu Kano, Shinji Hasebe Sanghong Kim, Kazuki Mishima, Manabu Kano, Shinji Hasebe Sanghong Kim, Kazuki Mishima, Manabu Kano, Shinji Hasebe Database management method based on density and nonlinearity for locally weighted linear regression model Database management method based on density and nonlinearity for locally weighted linear regression model Database management method based on density and nonlinearity for locally weighted linear regression model AIChE Annual Meeting AIChE Annual Meeting AIChE Annual Meeting 2014/11 英語 公開
Sanghong Kim, Kazuki Mishima, Manabu Kano, Shinji Hasebe Sanghong Kim, Kazuki Mishima, Manabu Kano, Shinji Hasebe Sanghong Kim, Kazuki Mishima, Manabu Kano, Shinji Hasebe Database management method based on density and nonlinearity for locally weighted linear regression model Database management method based on density and nonlinearity for locally weighted linear regression model Database management method based on density and nonlinearity for locally weighted linear regression model Computing and Systems Technology Division 2014 - Core Programming Area at the 2014 AIChE Annual Meeting, 1, 288-295 Computing and Systems Technology Division 2014 - Core Programming Area at the 2014 AIChE Annual Meeting, 1, 288-295 Computing and Systems Technology Division 2014 - Core Programming Area at the 2014 AIChE Annual Meeting, 1, 288-295 2014/01/01 公開
Sanghong Kim; Mulang Chen; Swanand Khare; Biao Huang Sanghong Kim; Mulang Chen; Swanand Khare; Biao Huang Sanghong Kim; Mulang Chen; Swanand Khare; Biao Huang Identification of non-linear time-varying process using recursive locally weighted partial least squares Identification of non-linear time-varying process using recursive locally weighted partial least squares Identification of non-linear time-varying process using recursive locally weighted partial least squares 9th World Congress of Chemical Engineering incorporating 15th Asian Pacific Confederation of Chemical Engineering Congress 9th World Congress of Chemical Engineering incorporating 15th Asian Pacific Confederation of Chemical Engineering Congress 2013/08 英語 研究発表要旨(全国大会、その他学術会議) 公開
Manabu Kano, Sanghong Kim, Ryota Okajima, Shinji Hasebe Manabu Kano, Sanghong Kim, Ryota Okajima, Shinji Hasebe Manabu Kano, Sanghong Kim, Ryota Okajima, Shinji Hasebe Industrial applications of locally weighted PLS to realize maintenance-free high-performance virtual sensing Industrial applications of locally weighted PLS to realize maintenance-free high-performance virtual sensing Industrial applications of locally weighted PLS to realize maintenance-free high-performance virtual sensing International Conference on Control, Automation and Systems, 545-548 International Conference on Control, Automation and Systems, 545-548 International Conference on Control, Automation and Systems, 545-548 2012/12/01 英語 公開
Sanghong Kim, Hiroshi Nakagawa, Manabu Kano, Shinji Hasebe Sanghong Kim, Hiroshi Nakagawa, Manabu Kano, Shinji Hasebe Sanghong Kim, Hiroshi Nakagawa, Manabu Kano, Shinji Hasebe Estimation of active pharmaceutical ingredients content in blending process for drug products manufacturing Estimation of active pharmaceutical ingredients content in blending process for drug products manufacturing Estimation of active pharmaceutical ingredients content in blending process for drug products manufacturing AIChE Annual Meeting, Conference Proceedings AIChE Annual Meeting, Conference Proceedings AIChE Annual Meeting, 445d 2010/12/01 英語 公開
Zhongchao Zheng, Tatsuru Seto, Sanghong Kim, Manabu Kano,Toshiyuki Fujiwara, Masahiko Mizuta, Shinji Hasebe Zhongchao Zheng, Tatsuru Seto, Sanghong Kim, Manabu Kano,Toshiyuki Fujiwara, Masahiko Mizuta, Shinji Hasebe Development of a first principle model of Czochralski process and its verification with real industrial data Development of a first principle model of Czochralski process and its verification with real industrial data Asian Pacific Confederation of Chemical Engineering 2015 Asian Pacific Confederation of Chemical Engineering 2015 2015/09 英語 公開
Sanghong Kim, Ryota Okajima, Manabu Kano, Hiroshi Nakagawa, Shinji Hasebe Sanghong Kim, Ryota Okajima, Manabu Kano, Hiroshi Nakagawa, Shinji Hasebe Soft-sensor using locally weighted PLS with adaptive similarity measure and its application to pharmaceutical process Soft-sensor using locally weighted PLS with adaptive similarity measure and its application to pharmaceutical process 9th World Congress of Chemical Engineering incorporating 15th Asian Pacific Confederation of Chemical Engineering Congress, MoP-T1-119 9th World Congress of Chemical Engineering incorporating 15th Asian Pacific Confederation of Chemical Engineering Congress, MoP-T1-119 2013 英語 公開
Sanghong Kim, Manabu Kano, Hiroshi Nakagawa, Shinji Hasebe Sanghong Kim, Manabu Kano, Hiroshi Nakagawa, Shinji Hasebe Estimation of active pharmaceutical ingredient content using locally weighted partial least squares Estimation of active pharmaceutical ingredient content using locally weighted partial least squares Foundations of Computer-Aided Process Operations 2012/Chemical Process Control VIII, Contributed paper #6 Foundations of Computer-Aided Process Operations 2012/Chemical Process Control VIII, Contributed paper #6 2012 英語 公開
Ryota Okajima, Sanghong Kim, Manabu Kano, Shinji Hasebe Ryota Okajima, Sanghong Kim, Manabu Kano, Shinji Hasebe Selection of similarity measure for locally weighted partial least squares regression Selection of similarity measure for locally weighted partial least squares regression AIChE Annual Meeting, 669e AIChE Annual Meeting, 669e 2011 英語 公開
Sanghong Kim, Hiroshi Nakagawa, Manabu Kano, Shinji Hasebe Sanghong Kim, Hiroshi Nakagawa, Manabu Kano, Shinji Hasebe Active pharmaceutical ingredients content estimation using locally weighted partial least squares and statistical wavelength selection Active pharmaceutical ingredients content estimation using locally weighted partial least squares and statistical wavelength selection IFPAC Annual Meeting, I-028, 421, 2, 269-274 , 421, 2, 269-274 IFPAC Annual Meeting, I-028, 421, 2, 269-274 2011 英語 公開

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タイトル言語:
学術賞等
賞の名称(日本語) 賞の名称(英語) 授与組織名(日本語) 授与組織名(英語) 年月
システム制御情報学会奨励賞 Research Award for Young Investigators of ISCIE システム制御情報学会 The Institute of Systems, Control and Information Engineers 2012
SICE制御部門大会技術賞 Technology Award of the 13th Annual Conference on Control Systems 計測自動制御学会 The Society of Instrument and Control Engineers 2014
SICE制御部門大会技術賞 Technology Award of the 13th Annual Conference on Control Systems 計測自動制御学会 The Society of Instrument and Control Engineers 2014/03/06
Outstanding reviewer, Chemometrics and Intelligent Laboratory Systems Elsevier 2015
SIS部会研究奨励賞(化学工学会 第48回 秋季大会) Young Investigator Researcher Award of the Division of SIS, SCEJ, 2016 化学工学会SIS部会 Division Systems, Information, and Simulation Technologies, The Society of Chemical Engneering Japan 2016
化学工学会論文審査貢献賞 JCEJ Best Reviewer Award 化学工学会 The Society of Chemical Engineers, Japan 2016
Outstanding reviewer, Computers and Chemical Engineering Elsevier 2017
化学工学会論文審査貢献賞 JCEJ Best Reviewer Award 化学工学会 The Society of Chemical Engineers, Japan 2017
担当科目
講義名(日本語) 講義名(英語) 開講期 学部/研究科 年度
プロセスデータ解析学 Process Data Analysis 後期 工学研究科 2015/04〜2016/03
プロセス制御工学 Process Control 前期 工学部 2016/04〜2017/03
プロセス制御工学 Process Control 前期 工学部 2017/04〜2018/03
プロセスデータ解析学 Process Data Analysis 後期 工学研究科 2017/04〜2018/03
Mathematics and Numerical Computing Mathematics and Numerical Computing 後期 全学共通科目 2018/04〜2019/03
Mathematics and Numerical Computing Mathematics and Numerical Computing 後期 工学研究科 2018/04〜2019/03
プロセス制御工学 Process Control 前期 工学部 2018/04〜2019/03
学外非常勤講師
講義名(日本語) 講義名(英語) 開講期 学校名 学部/研究科名 期間
同志社大学 2017/09/21〜2018/03/31