Publications

以前の論文等については, こちらのページを参照ください.

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

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Multiscale design methdology for flow reactors supporting rapid prototyping. Computer Aided Chemical Engineering Vol.52, pp.1973-1978, 2023.

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

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

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

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

The Role of Big Data in Industrial (Bio)chemical Process Operations. Ind. Eng. Chem. Res., 2020.

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

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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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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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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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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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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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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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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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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Crude palm oil (CPO) extraction using hot compressed water (HCW). Separation and Purification Technology, 2016.

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

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

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

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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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Fault Detection in Chemical Processes Using Discriminant Analysis and Control Chart. Journal of Chemical Engineering of Japan, 2008.

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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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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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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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Discriminant analysis and control chart for the fault detection and identification. Computer Aided Chemical Engineering, 2006.

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

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Application of A hybrid control approach to highly nonlinear chemical processes. Computer Aided Chemical Engineering, 2006.

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

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Concentration Estimation for Decentralized Temperature Control of a Packed-Bed Reactor. Journal of Chemical Engineering of Japan, 2004.

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

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

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Detection and Diagnosis of Oscillations in Process Plants. Knowledge-Based Intelligent Information and Engineering Systems, 2003.

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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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