Publications

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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Shigeki Ootakara, Yoshiyuki Yamashita. Automatic Detection of Self-excited Oscillations and Re-Tuning of Poorly Tuned PID COntrollers. Kagaku Kogaku Ronbunshu Vol. 48. No.4, pp.131-140, 2022.

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Masaharu Daiguji, Yoshiyuki Yamashita. Optimization of Multiple-Fan Air-Cooler Control in a Distillation Column. Kagaku Kogaku Ronbunshu , Vol. 48, No. 3, pp.93-98, 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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Masaharu Daiguji, Yoshiyuki Yamashita. An approach for stiction compensation in industrial process control valves. Computers and Chemical Engineering , Vol. 158, 107641, February, 2021.

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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, July, 2021.

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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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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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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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Hironobu Takeda, Yoshiyuki Yamashita. Simplified Structure Design of Nonlinear Solid Ratio Control in Slurry Mixing Tank. Kagaku Kogaku Ronbunshu Vol.45, No.5, pp.188-196, 2019.

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Hironobu Takeda, Yoshiyuki Yamashita. Simplified Structure Design of Nonlinear Solid Ratio Control in Slurry Mixing Tank. Kagaku Kogaku Ronbunshu, 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, 2019.

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Hironobu Takeda, Yoshiyuki Yamashita. Sampled-data I-P Controller Design for Integrating Process Based on Model Predictive Control Theory. Kagaku Kogaku Ronbunshu, 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, 2018.

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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, 2017.

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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, 2017.

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Koji Inagaki, Yoshiyuki Yamashita. Automatic Endpoint Detection for a Fluidized-Bed Dryer by using In-Line NIRS. Kagaku Kogaku Ronbunshu, Vol.43, No.1, pp.29-36 (2017), 2017.

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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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Koji Inagaki, Yoshiyuki Yamashita. Real-Time Monitoring of Moisture Content in a Fluidized Bed Drying Process. Kagaku Kogaku Ronbunshu Vol.42, No.5, pp.179-185 (2016), 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, 2016.

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Harakhun Tanatavikorn, Yoshiyuki Yamashita. Fuzzy Treatment Method for Outlier Detection in Process Data. Journal of Chemical Engineering of Japan, 2016.

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Harakhun Tanatavikorn, Yoshiyuki Yamashita. Improving Data Reliability for Process Monitoring with Fuzzy Outlier Detection. Computer Aided Chemical Engineering, 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, 2013.

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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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Junichiro Kon, Yoshiyuki Yamashita. Optimal Tuning Parameters of a PID Controller Based on Reference Trajectory. Journal of Chemical Engineering of Japan, 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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Jun-Ichiro Kon, Yoshiyuki Yamashita. Model Predictive Control Based on ARXModels. Kagaku Kogaku Ronbunshu , Vol.36, No.4, pp.394-404 (2010), 2010.

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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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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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Yoshiyuki Yamashita. An automatic method for detection of valve stiction in process control loops. Control Engineering Practice, 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, 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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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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