Publications | 山下研究室

Masaharu Daiguji, Yoshiyuki Yamashita. Stiction-model-based re-tuning of PI controller for industrial process control loops. SICE Journal of Control, Measurement, and System Integration , Vol. 17, Issue 1, pp.10-18, 2024.

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Takafumi Yamaguchi, Yoshiyuki Yamashita. Multi-target regression via target combinations using principal component analysis. Computers and Chemical Engineering , Vol. 181, 108510, 2024.

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Tomoyuki Taguchi, Shigeru Kado, Toshiyuki Watanabe, Yoshiyuki Yamashita. Multiscale design methdology for flow reactors supporting rapid prototyping. Computer Aided Chemical Engineering Vol.52, pp.1973-1978, 2023.

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Chinatsu Ukawa, Yoshiyuki Yamashita. Fault Detection and Diagnosis for Chemical Process based on Deep Neural Networks with Continuous Wavelet Transform. Computer Aided Chemical Engineering Vol.52, pp.1679-1684, 2023.

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大寳茂樹, 山下善之. 不適切なPIDパラメータ設定による自励振動応答の自動検出とPID再調整. 化学工学論文集 48巻 4号 pp.131-140, 2022.

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大宮司理晴, 山下善之. 蒸留塔における複数のファンを持つエアクーラ制御の最適化. 化学工学論文集 , Vol. 48, No. 3, pp.93-98, 2022.

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Masaharu Daiguji, Yoshiyuki Yamashita. An approach for stiction compensation in industrial process control valves. Computers and Chemical Engineering , Vol. 158, 107641, 2022.

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Junqing Xia, Yoshiyuki Yamashita. Online Batch Process Monitoring with a Combination of Normal Operating History Data and Physical Knowledge. J. Chem. Eng. Japan, Vol.55, No.1, pp.38-50, 2022.

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Shigeki Ootakara, Yoshiyuki Yamashita. Closed-loop Identification and PID Retuning of SElf-excited Oscillatory Process from Poor PID Controller Tuning. J. Chem. Eng. Japan, Vol.54, No.12, pp.672-684, 2021.

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Takafumi Yamaguchi, Yoshiyuki Yamashita. Quality prediction for multi-grade batch process using sparse flexible clustered multitask learning. Computers and Chemical Engineering , Vol. 150, 107320, 2021.

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山下善之. 化学プラントのデジタル化. 化学装置 [Vol.63, No.3], 2021.

山下善之. プラントの異常検知・診断とAI活用. 計装 [Vol.64, No.3], 2021.

Junqing Xia, Yoshiyuki Yamashita. Qualitative Modeling for Fault Diagnosis Based on Physical Knowledge and Historical Operation Data under Normal Operating Condition. Journal of Chemical Engineering of Japan Vol. 53, No.12, pp.771-786, 2020.

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山下善之. プロセス産業のデジタル革新. 計測技術 [Vol.48, No.10], 2020.

Isuru A. Udugama, Carina L. Gargalo, Yoshiyuki Yamashita, Michael A. Taube, Ahmet Palazogle, Brent R. Young, Krist V. Gernaey, Murat Kulahci, Christoph Bayer. The Role of Big Data in Industrial (Bio)chemical Process Operations. Ind. Eng. Chem. Res., 2020.

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大寳茂樹, 山下善之. IMC理論に基づく化学プラント液面制御に適したPID制御設計. 化学工学論文集 46巻 6号 pp.211-218, 2020.

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Junqing Xia, Yoshiyuki Yamashita. Physical-Principle Based Extended Attributes for Process Fault Detection. Journal of Chemical Engineering of Japan Vol. 53, No.7, pp.337-350, 2020.

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山下善之. プラントにおけるAI活用. 2019横河技法 [Vol.62, No.2], 2020.

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山下善之. AIで変わる化学プラント. 分離技術 [Vol.50, No.2, pp.2-4], 2020.

竹田浩伸, 山下善之. スラリー混合槽の非線形固形分比制御と実装のための簡略化. 化学工学論文集 45巻 5号 pp.188-196, 2019.

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Hironobu Takeda, Yoshiyuki Yamashita. Process-Identification and Design of Robust PI Controller for a Self-Oscillating Integral Process with Dead Time. Journal of Chemical Engineering of Japan Vol.52, No.5, pp.447-454, 2019.

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竹田浩伸, 山下善之. モデル予測制御に基づく積分プロセスのサンプルI-P制御設計. 化学工学論文集 44巻 3号 pp.201-206, 2018.

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Tomoyuki Taguchia, Yoshiyuki Yamashitab. A Hybrid Approach for Process Optimization of Distillation Reflux Condition using First Principle Models and Least Squares Regression. Computer Aided Chemical Engineering Vol.44, pp.229-234, 2018.

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Harakhun Tanatavikorn, Yoshiyuki Yamashita. Batch Process Monitoring Based on Fuzzy Segmentation of Multivariate Time-Series. Journal of Chemical Engineering of Japan Vol.50, No.1, pp.53-63, 2017.

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稲垣孝二, 山下善之. 近赤外分光法を用いた流動層乾燥プロセスにおける乾燥終点の自動判定. 化学工学論文集 43巻 No.1 pp.29-36, 2016.

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Koji Inagaki, Yoshiyuki Yamashita. Real-time Monitoring of Saccharide Concentrations in Simulated Moving-Bed Chromatography. Journal of Chemical Engineering of Japan Vol.50, No.2, pp.136-141, 2016.

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Mohd Sharizan Md Sarip, Noor Azian Morad, Yoshiyuki Yamashita, Tomoya Tsuji, Mohd Azizi Che Yunus, Mustafa Kamal Abd Aziz, Hon Loong Lam. Crude palm oil (CPO) extraction using hot compressed water (HCW). Separation and Purification Technology Vol.169, No.9, pp.103-112, 2016.

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Mohd Sharizan Md Sarip, Noor Azian Morad, Yoshiyuki Yamashita, Tomoya Tsuji, Mohd Azizi Che Yunus, Mustafa Kamal Abd Aziz, Hon Loong Lam. Crude palm oil (CPO) extraction using hot compressed water (HCW). Separation and Purification Technology, 2016.

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稲垣孝二, 山下善之. 流動層乾燥プロセスにおける水分量のリアルタイムモニタリング. 化学工学論文集 42巻 5号 pp.179-185, 2016.

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Mohd Sharizan Md Sarip, Yoshiyuki Yamashita, Noor Azian Morad, Mohd Azizi Che Yunus, Mustafa Kamal Abdul Aziz. Modeling and Optimization of the Hot Compressed Water Extraction of Palm Oil Using Artificial Neural Network. Journal of Chemical Engineering of Japan Vo.49, No.7, pp.614-621, 2016.

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Harakhun Tanatavikorn, Yoshiyuki Yamashita. Fuzzy Treatment Method for Outlier Detection in Process Data. Journal of Chemical Engineering of Japan Vol.49, No.9, pp.864-873, 2016.

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Harakhun Tanatavikorn, Yoshiyuki Yamashita. Improving Data Reliability for Process Monitoring with Fuzzy Outlier Detection. Computer Aided Chemical Engineering Vo.37, No.1, pp.1595-1600, 2015.

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Junichiro Kon, Yoshiyuki Yamashita, Taro Tanaka, Atsushi Tashiro, Masaharu Daiguji. Practical application of model identification based on ARX models with transfer functions. Control Engineering Practice Vol.21, No.2, pp.195-203, 2013.

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Junichiro Kon, Yoshiyuki Yamashita. Optimal Tuning Parameters of a PID Controller Based on Reference Trajectory. Journal of Chemical Engineering of Japan Vol.45, No.12, pp.968-982, 2012.

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Yoshiyuki Yamashita. Semi-Qualitative Trend Analysis for the Monitoring of Process Control Loops. Journal of Advanced Computational Intelligence and Intelligent Informatics, 2012.

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Yoshiyuki Yamashita. Knowledge-based attributes generation for data-driven fault diagnosis in process systems. Computer Aided Chemical Engineering, 2012.

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Viet Ha Nguyen, Yoshiyuki Yamashita, Moonyong Lee. Optimization Based Approach for Industrial PI Controller Design for Optimal Servo Control of Integrating Process with Constraints. Journal of Chemical Engineering of Japan, 2011.

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Fitriani, Yoshiyuki Yamashita, Takao Kokugan. An Improved Model for Cross-Flow Microfiltration Properties of Lactic Acid Fermentation Broth. Journal of Chemical Engineering of Japan, 2010.

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昆潤一郎, 山下善之. ARXモデルを使用したモデル予測制御. 化学工学論文集, 2010.

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Xudong Pei, Yoshiyuki Yamashita, Masatoshi Yoshida, Shigeru Matsumoto. Fault Detection in Chemical Processes Using Discriminant Analysis and Control Chart. Journal of Chemical Engineering of Japan, 2008.

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坂倉義康, 野田賢, 西谷紘一, 鹿内良将, 山下善之, 吉田雅俊, 松本繁. 複数の局所モデルを用いた制御系のコーディネーション法. 化学工学論文集, 2007.

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崔光輝, 吉田雅俊, 山下善之, 松本繁. 充填層における熱物性パラメータのオンライン同定. 化学工学論文集, 2007.

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Yoshiyuki Yamashita. An automatic method for detection of valve stiction in process control loops. Control Engineering Practice Vol.14, No.5, pp.503-510, 2006.

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Xudong Pei, Yoshiyuki Yamashita, Masatoshi Yoshida, Shigeru Matsumoto. Discriminant analysis and control chart for the fault detection and identification. Computer Aided Chemical Engineering, 2006.

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Yoshiyuki Yamashita. Diagnosis of oscillations in process control loops. Computer Aided Chemical Engineering Vol.21, pp.1605-1610, 2006.

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Yoshiyasu Sakakura, Masaru Noda, Hirokazu Nishitani, Yoshiyuki Yamashita, Masatoshi Yoshida, Sigeru Matsumoto. Application of A hybrid control approach to highly nonlinear chemical processes. Computer Aided Chemical Engineering, 2006.

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吉田雅俊, 法邑雄司, 山下善之, 松本繁. 非等温クロマトグラフィーによる多成分ガスの濃縮分離. 化学工学論文集, 2005.

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吉田雅俊, Pathiphon Koompai, 山下善之, 松本繁. 空気分離psaプロセスの解析と最適化. 化学工学論文集, 2005.

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望月宏希, 吉田雅俊, 山下善之, 松本繁. 可変グリッド法を用いた触媒充填層反応器におけるホットスポットの推定. 化学工学論文集, 2005.

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Yoshiyuki Yamashita. Qualitative Analysis for Detection of Stiction in Control Valves. Knowledge-Based Intelligent Information and Engineering Systems, 2004.

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Masatoshi Yoshida, Emrod Elisante, Yoshiyuki Yamashita, Shigeru Matsumoto. Concentration Estimation for Decentralized Temperature Control of a Packed-Bed Reactor. Journal of Chemical Engineering of Japan, 2004.

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YOSHIYUKI YAMASHITA. A CLUSTERED CLASS DISTRIBUTION APPROACH FOR PROCESS MONITORING AND FAULT DETECTION. Chemical Engineering Communications, 2004.

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Yoichi Kaneko, Yoshiyuki Yamashita, Kenji Hoshi. Synthesis of Operating Procedures for Material and Energy Conversions in a Batch Plant. Knowledge-Based Intelligent Information and Engineering Systems, 2003.

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Yoshiyuki Yamashita. Dimensionality reduction in computer-aided decision making. Computer Aided Chemical Engineering, 2003.

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Toru Matsuo, Hideki Sasaoka, Yoshiyuki Yamashita. Detection and Diagnosis of Oscillations in Process Plants. Knowledge-Based Intelligent Information and Engineering Systems, 2003.

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星憲司, 山下善之, 鈴木睦. 部分グラフ同型探索によるバッチプロセスの操作手順生成法. 化学工学論文集, 2002.

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