Process Systems Engineering
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Yamashita Laboratory
Tokyo University of A & T
Selected list of publications
- “Fault Detection and Identification Method: 3D-CNN Combined with Continuous Wavelet Transform," Chinatsu Ukawa and Yoshiyuki Yamashita, Computers & Chemical Engineering, 189, 108791 (2024)
- “GCN-based Soft Sensor Utilizing Process Flow Diagram," Hiroki Horiuchi and Yoshiyuki Yamashita, Computer Aided Chemical Engineering, 53, 457-462 (2024)
- “Novel Panoramic Indicators for Process Operation Stability Assessment through Clustering and Frequency Analysis," Tetsuya Wada and Yoshiyuki Yamashita, Computer Aided Chemical Engineering, 53, 1741-1746 (2024)
- “Data-driven Process Variable Prediction Using Augmented Orthogonal Autoencoder," Junqing Xia and Yoshiyuki Yamashita, Computer Aided Chemical Engineering, 53, 2677-2682 (2024)
- “Enhancing Fault Identification in Chemical Plants: A Multimodal Approach Combining CNN and Continuous Wavelet Transform," Chinatsu Ukawa and Yoshiyuki Yamashita, Computer Aided Chemical Engineering, 53, 2695-2700 (2024)
- “Stiction-model-based re-tuning of PI controller for industrial process control loops," Masaharu Daiguji and Yoshiyuki Yamashita, SICE Journal of Control, Measurement, and System Integration, 17, 10-18 (2024)
- “Multi-Target Regression via Target Combinations using Principal Component Analysis," Takafumi Yamaguchi and Yoshiyuki Yamashita, Computers & Chemical Engineering, 181, 108510 (2024)
- “Fault Detection and Diagnosis for Chemical Process based on Deep Neural Networks with Continuous Wavelet Transform," Chinatsu Ukawa and Yoshiyuki Yamashita, Computer Aided Chemical Engineering, 52, 1679-1684 (2023)
- “Multiscale design methdology for flow reactors supporting rapid prototyping," Tomoyui Taguchi, Shigeru Kado, Toshiyuki Watanabe, Yoshiyuki Yamashita, Computer Aided Chemical Engineering, 52, 1973-1978 (2023)
- “Automatic Detection of Self-excited Oscillations and Re-Tuning of Poorly Tuned PID Controllers," Shigeki Ootakara and Yoshiyuki Yamashita, Kagaku Kogaku Ronbunshu, 48, 131-140 (2022)
- "Construction of Database and Data-driven Statistical Models for the Solubility of Nanomaterials in Organic Solvents," Junqing Xia and Yoshiyuki Yamashita, Computer-Aided Chemical Engineering, 49, 187-192 (2022)
- "Optimization of an air-cooler operation in an industrial distillation column," Masaharu Daiguji and Yoshiyuki Yamashita, Computer-Aided Chemical Engineering, 49, 349-354 (2022)
- "Formulation of integrated key performance indicator dashboard for chemical plants," Yasunori Kobayashi and Yoshiyuki Yamashita, Computer-Aided Chemical Engineering, 49, 1369-1374 (2022)
- "Process Monitoring Based on Deep Neural Networks with Continuous Wavelet Transform," Chinatsu Ukawa and Yoshiyuki Yamashita, Computer-Aided Chemical Engineering, 49, 1381-1386 (2022)
- "Design of Value Function Trajectory for State of Control in Continuous Manufacturing System," Tomoyuki Taguchi, Toshiyuki Watanabe, Shigeru Kado and Yoshiyuki Yamashita, Computer-Aided Chemical Engineering, 49, 2173-2178 (2022)
- "Optimization of Multiple-Fan Air-Cooler Control in a Distillation Column," Shigeki Ootakara and Yoshiyuki Yamashita, Kagaku Kogaku Ronbunshu. 48, 93-98 (2022)
- "Online Batch Process Monitoring with a Combination of Normal Operating History Data and Physical Knowledge," Junqing Xia and Yoshiyuki Yamashita, J. Chem. Eng. Japan, 55, 38-50 (2022)
- "An approach for Stiction Compensation in Industrial Process Control Valves," Masaharu Daiguji and Yoshiyuki Yamashita, Computers & Chemical Engineering, 158,107641 (2022)
- "Closed-loop Identification and PID Retuning of Self-excited Oscillatory Process from Poor PID Controller Tuning," Shigeki Ootakara and Yoshiyuki Yamashita, J. Chem. Eng. Japan,54, 672-684 (2021)
- "Quality prediction for multi-grade batch process using sparse flexible clustered multi-task learning," Takafumi Yamaguchi and Yoshiyuki Yamashita, Computers & Chemical Engineering, 150, 107320 (2021)
- "Qualitative Modeling for Fault Diagnosis Based on Physical Knowledge and Historical Operation Data under Normal Operating Conditions," Junqing Xia and Yoshiyuki Yamashita, J. Chem. Eng. Japan, 53, 771-786 (2020)
- "IMC-Based Design of PID Level Controllers in Chemical Plants," Shigeki Ootakara and Yoshiyuki Yamashita, Kagaku Kogaku Ronbunshu, 46, 211-218 (2020)
- "The Role of Big Data in Industrial (Bio)chemical Process Operations," I.A.Udugama, C.L.Gargalo, Y.Yamashita et al., Ind. Eng. Chem. Res., 59, 34, 15283-15297 (2020)
- "Physical-Principle Based Extended Attributes for Process Fault Detection," Junqing Xia, Yoshiyuki Yamashita, J. Chem. Eng. Japan, 53, 337-350 (2020)
- "Simplified Structure Design of Nonlinear Solid Ratio Control in Slurry Mixing Tank," Hironobu Takeda and Yoshiyuki Yamashita, Kagaku Kogaku Ronbunshu, 45, 188-196 (2019)
- "Process Identification and Design of Robust PI Controller for a Self-oscillating Integral Process with Dead Time," Hironobu Takeda and Yoshiyuki Yamashita, Journal of hemical Engineering of Japan, 52, 447-454 (2019)
- "Physical Principle Based Extension of Attributes for Process Monitoring," Xia Junqing and Yoshiyuki Yamashita, PSE Asia 2019, (2019)
- "A Hybrid Monitoring Method for a Heat Exchanger Fouling," Yoshiyuki Yamashita, PSE Asia 2019, (2019)
- "Physical-Principle Based Extension of Attributes for Plant Fault Detection," Xia Junqing and Y. Yamashita, SICE 2018, (2018)
- "Sampled-data I-P Controller Design for Integrating Processes Based on Model Predictive Control Theory," Hironobu Takeda and Yoshiyuki Yamashita, Kagaku Kogaku Ronbunshu, 44, 201-206 (2018)
- "A Hybrid Approach for Process Optimization of Distillation Reflux Condition using First Principle Models and Least Squares Regression," Tomoyuki Taguchi and Yoshiyuki Yamashita, Computer Aided Chemical Engineering, 44, 229-234 (2018)
- "Real-time monitoring of saccharide concentrations in simulated moving-bed chromatography," Koji Inagaki and Yoshiyuki Yamashita, Journal of Chemical Engineering of Japan, 50, 136-141 (2017)
- "Automatic Endpoint Determination for a Fluidized-Bed Dryer by using In-Line NIRS," Koji Inagaki and Yoshiyuki Yamashita, Kagaku Kogaku Ronbunshu, 43, 29-36 (2017)
- "Batch Process Monitoring based on Fuzzy Segmentation of Multivariate Time-Series," Harakhun Tanatavikorn and Yoshiyuki Yamashita, Journal of Chemical Engineering of Japan, 50, 53-63 (2017)
- "Chemical Engineering in the Era of Smart Processing Plant," Y. Yamashita, The 8th China-Japan Symposium on Chemical Engineering, (2017)
- "Model-based Monitoring of Fouling in a Heat Exchanger,", Yoshiyuki Yamashita, AdCONIP 2017, (2017)
- "Fouling Monitoring of a Thermosiphon Reboiler," Y. Yamashita, S. Iwahashi, T. Kuwahara, K. Kawabata and Y. Yamane, Heat Excahnger and Cleanig, (2017)
- "Real-Time Monitoring of Moisture Content in a Fluidized Bed Drying Process," Koji Inagaki and Yoshiyuki Yamashita, Kagaku Kogaku Ronbunshu, 42, 179-185 (2016)
- "Crude palm oil (CPO) extraction using hot compressed water (HCW)," Mohd Sharizan Md Sarip, Noor Azian Morad, Yoshiyuki Yamashita, Tomoya Tsuji, Mohd Azizi Che Yunus, Mustafa Kamal Abd Aziz, Hon Loong Lam,
Separation and Purification Technology, 169, 103-112 (2016)
- "Fuzzy Treatment Method for Outlier Detection in Process Data," Harakhun Tanatavikorn and Yoshiyuki Yamashita,
Journal of Chemical Engineering of Japan, 49, 864-873 (2016)
- "Modeling and optimization of the hot compressed water extraction of palm oil using artificial neural network,"
Mohd Sharizan MD SARIP, Yoshiyuki YAMASHITA, Noor Azian MORAD, Mohd Azizi CHE YUNUS and Mustafa Kamal ABDUL AZIZ, Journal of Chemical Engineering of Japan, 49, 614-621 (2016)
- "Real-time monitoring of accharide concentrations in simulated moving-bed chromatography," Koji Inagaki, Yoshitomo Amo and Yoshiyuki Yamashita, The 5th Asian NIR Symposium (ANS2016), (2016)
- "Which Approach is better for Process Monitoring: Data-based or Model-based?" Yoshiyuki Yamashita, The 9th Regional Conference on Chemical Engineering (RCChE 2016), (2016)
- "Parameter effect in hot compressed water extraction of crude palm oil," Mohd Sharizan Md Sarip, Tomoya Tsuji, Noor Morad, Yoshiyuki Yamashita, Mustafa Kamal Abdul Aziz and Mohd Azizi Che Yunus, Malaysia-Japan Joint International Conference (MJJIC 2016), (2016)
- "Improving Data Reliability for Process Monitoring with Fuzzy Outlier Detection," Harakhun Tanatavikorn, Yoshiyuki Yamashita,
Computer Aided Chemical Engineering, 37, 1595-1600 (2015)
- "Design and modeling of hot compressed water extraction process for palm oil," Mohd Sharizan Md Sharip, Noor Azian Morad, Yoshiyuki Yamashita, 10th Asian Control Conference (ASCC 2015), (2015)
- "Hot compressed water extraction of palm oil mesocarp," Noor Azian Morad, Mohd Sharizan Md Sarip, Mustapha Kamal Abd Aziz, Yoshiyuki Yamashita, Muhamad Nur Iman Ghazali, 1st Asian Conference on Oleo Science (ACOS2014), (2014)
- "Co-learning with locally weighted PLS for soft sensors of nonlinear processes," Yoshiyuki Yamashita and Kaoru Sasagawa, 5th International Symposium on Advanced Control of Industrial Processes (ADCONIP2014), (2014)
- "Enhancing Data-driven Fault Detection Through Extended Attribute Variables,乭 Yoshiyuki Yamashita, International Automatic Control Conference (CACS 2013), (2013)
- "Practical Application of Model Identification based on ARX Models with Transfer Functions,"Junichiro Kon, Yoshiyuki Yamashita, Taro Tanaka, Atsushi Tashiro and Masaharu Daiguji, PSE Asia 2013, (2013)
- "Practical Application of Model Identification based on ARX Models with Transfer Functions," Junichiro Kon, Yoshiyuki Yamashita, Taro Tanaka, Atsushi Tshiro and Masaharu Daiguji, Control Engineering Practice, 21, 195-203 (2013)
- "Optimal Tuning Parameters of a PID Controller based on Reference Trajectory," Junichiro Kon and Yoshiyuki Yamashita, Journal of Chemical Engineering of Japan, 45, 968-982 (2012)
- "Semi-qualitative Trend Analysis for the Monitoring of Process Control Loops," Y. Yamashita, Journal of Advanced Computational Information Intelligence and Intelligent Informatics, 16, 503-507 (2012)
- "Knowledge-based attributes generation for data-driven fault diagnosis in process systems,", Yoshiyuki Yamashita, Computer Aided Chemical Engineering, 31, 310-314 (2012)
- "Model Identification based on ARX Modls with Transfer Functions," Junichiro Kon and Yoshiyuki Yamashita, 14th Asia Pacific Confederation of Chemical Engineering Congress, (2012)
- "
Optimization Based Approach for Industrial PI Controller Design for Optimal Servo Control of Integrating Process with Constraints,"
Viet Ha Nguyen, Yoshiyuki Yamashita and Moonyong Lee,
Journal of Chemical Engineering of Japan, 44, 34-354 (2011)
- "Dynamic Analysis and Monitoring of Process Control Loops," Yoshiyuki Yamashita, 2nd International Workshop on Real-Time Measurement, Instrumentation and Control (RTMIC 2011), (2011)
- "Qualitative Trend Analysis for the Monitoring of Process Plant," Yoshiyuki Yamashita, International Conference of Modeling, Simulation and Optimization (ICMSAO 2011), (2011)
- "Model Predictive Control based on ARX Models", Junichiro Kon, Yoshiyuki Yamashita, International Conference on Control, Automation and Systems 2010, (2010)
- "Optimal Tuning Parameters of PID Control based on Reference Trajectory", Junichiro Kon, Yoshiyuki Yamashita, 13th Asia Pacific Confederation of Chemical Engineering Congress (APCChE 2010), (2010)
- "
An Improved Model for Cross-Flow Microfiltration Properties of Lactic Acid Fermentation Broth"
Fitriani, Yoshiyuki YAMASHITA and Takao KOKUGAN
Journal of Chemical Engineering of Japan, (2010)
- "
Model Predictive Control Based on ARX Models"
Jun-ichiro Kon and Yoshiyuki Yamashita
Kagaku Kogaku Ronbunshu, 36, 394-404 (2010)
- "Data based approaches for Process Monitoring", Yoshiyuki Yamashita, 9th International Conference for Green Energy and Clean Processes, (2009)
- "
Fault Detection in Chemical Process using Discriminant Analysis and
Control Chart"
Xudong Pei, Yoshiyuki Yamashita, Masatoshi Yoshida, Shigeru Matsumoto
Journal of Chemical Engineering of Japan, 41, 25-31 (2008)
- "Diagnosis and Quantification of Control Valves", Yoshiyuki Yamashita, SICE Annual Conference 2008, (2008)
- "Online Identification of Thermal Properties in a Grannular-Bed"
Guang-Hui Cui, Masatoshi Yoshida, Yoshiyuki Yamashita and Shigeru Matsumoto
Kagaku Kogaku Ronbunshu, 33, 43-47 (2007)
- "Toward dependable process control systems --- Integration of fault diagnosis and controller redesign", Yoshiyuki Yamashita, PSE Asia 2007, (2007)
- "Fault detection and identification of proxcess systems using discriminant analysis and control charts", Xudong Pei, Yoshiyuki Yamashita, Masatoshi Yoshida and Shigeru Matsumoto, PSE Asia 2007, (2007)
- "Coordination of Multiple Model Predictive Controllers for CSTR", Yoshiyasu Sakakura, Masaru Noda, Hirokazu Nishitani and Yoshiyuki Yamashita, PSE Asia 2007, (2007)
- "An Automatic Method for Detection of Valve Stiction in Process Control Loops"
Yoshiyuki Yamashita
Control Engineering Practice, 14, 503-510 (2006)
- "Diagnosis of oscillations in process control loops," Yoshiyuki Yamashita,
Computer Aided Chemical Engineering, 21, 1605-1610 (2006)
- "Discriminant analyusis and control chart for the fault detection and identification,"
Xudong Pei, Yoshiyuki Yamashita, Masatoshi Yoshida, Shigeru Matsumoto, Computer Aided Chemical Engineering, 21, 1281-1286 (2006)
- "Application of a hybrid control approach to highly nonlinear chemical processes,"
Yoshiyasu Sakakura,, Masaru Noda, Hirokazu Nishitani, Yoshiyuki Yamashita, Masatoshi Yoshida, Sigeru Matsumoto,
Computer Aided Chemical Engineering, 21, 1515-1520 (2006)
- "Engineering Design Aspects of Hybrid Energy Supply Unit (HENSU)", Hossam A.Gabbar, Hanna E.Sayad, Yoshiyuki Yamashita, William Gruver and Mohamed Kamel, IEEE SMC, 2nd International Workshop on Computational Intelligence and Applications, (2006)
- "Diagnosis of oscillatory process control loops", Yoshiyuki Yamashita, SICE-ICCAS 2006, (2006)
- "On-line extraction of qualitative movements for monitoring process plants", Yoshiyuki Yamashita, KES-2006, (2006)
- "A Discriminant Analysis Technique for Fault Identification of Process Systems"
Pei Xudong, Yoshiyuki Yamashita, Masatoshi Yoshida and Shigeru Matsumoto, PSE Asia 2005, P068 (2005)
- "Combination of Multiple Models for Process Control"
Yoshiyasu Sakakura, Yoshiyuki Yamashita, Masatoshi Yoshida and Shigeru Matsumoto, PSE Asia 2005, P084 (2005)
- "Concentration Estimation for Decentralized Temperature Control of a Packed-Bed Reactor"
Masatoshi Yoshida, Emrod Elisante, Yoshiyuki Yamashita and Shigeru Matsumoto
Journal of Chemical Engineering of Japan, 37, 1419-1422 (2004)
- "Qualitative Analysis for Detection of Stiction in Control Valves"
Yoshiyuki Yamashtia
Lecture Notes in Artificial Intelligence,
3214, Part II, 391-397 (2004)
- "A Clustered Class Distribution Approach for Process Monitoring and Fault Detection"
Yoshiyuki Yamashita
Chemical Engineering Communications, 191, 302-313 (2004)
- "Graph based method for the synthesis of operating procedures in process plant," Yoshiyuki Yamashita, Yoichiro Kaneko and Kenji Hoshi, SICE Annual Conference 2004, (2004)
- "Dimensionality Reduction in Computer-Aided Decision Making,"
Yoshiyuki Yamashita,
Computer Aided Chemical Engineering, 15, 358-363 (2003)
- "Synthesis of Operating Procedures for Material and Energy Conversions in a Batch Plant"
Yoichiro Kaneko, Yoshiyuki Yamashita and Kenji Hoshi
Lecture Notes in Artificial Intelligence, 2773,
1273-1280 (2003)
- "Detection and Diagnosis of Oscillations in Process Plants"
Toru Matuo, Hideki Sasaoka and Yoshiyuki Yamashita
Lecture Notes in Artificial Intelligence, 2773,
1258-1264 (2003)
- "Automatic Generation of Operating Procedures for Batch Process by
Subgraph Isomorphism Algorithm"
Kenji Hoshi, Yoshiyuki Yamashita and Mutsumi Suzuki
Kagaku Kogaku Ronbunshu, 29, No.1, 107-111 (2003)
- "Decomopsition of time series by non-Gaussian state space model
and its application to fault detection"
Naoto Takeda and Yoshiyuki Yamashita
PSE Asia 2002, Taipei, December (2002)
- "Fault Detection based on Frequent Clusters"
Yoshiyuki Yamashita
Frontiers in Artificial Intelligence, 69, 601-605 (2002)
- "Simple Optimal Regulator for Temperature Control of A CSTR"
Jun Morimoto, Yoshinobu Shikanai, Daisuke Obara, Yoshiyuki Yamashita and Mutsumi Suzuki
Kagaku Kogaku Ronbunshu, 28, 391-395 (2002)
- "Automatic Generation of Operating Procedures for Batch Production Plants by Using Graph Representation"
Kenji Hoshi, Kousuke Nagasawa, Yoshiyuki Yamashita and Mutsumi Suzuki
Journal of Chemical Engineering of Japan, 35, No.4, 377-383 (2002)
- "Automatic Generation of Operating Procedures for Batch Process Plants"
Kenji Hoshi, Kousuke Nagasawa, Yoshiyuki Yamashita and Mutsumi Suzuki
KES 2001, Osaka, September (2001)
- "Detection of State Change based on Class Frequencies"
Yoshiyuki Yamashita, Hiroshi Komori and Mutsumi Suzuki
Kagaku Kogaku Ronbunshu, 27, No.3, 400-402 (2001)
- "Data based approach for intelligent process monitoring"
Yoshiyuki Yamashita,
PSE Asia 2000, Kyoto, December (2000)
- "On-line Optimal Regulator for Multi-Variable Non-Linear Systems by Dynamic Programming"
Jun Morimoto, Yoshiyuki Yamashita and Mutsumi Suzuki
Kagaku Kogaku Ronbunshu, 26, No.5, 693-697 (2000)
- "On-Line Optimal Control Strategy for A Consecutive Reaction System"
Jun Morimoto, Yoshiyuki Yamashita and Mutsumi Suzuki
Journal of Chemical Engineering of Japan, 33, No.3, 449-455 (2000)
- "Supervised Learning for the Analysis of Process Operational Data"
Yoshiyuki Yamashita,
Computers and Chemical Engineering, 24S, 471-474 (2000)
- "Computer Aided Monitoring of Pump Efficiency by Using ART2 Neural Networks"
Yoshiyuki Yamashita, Hiroshi Komori, Eiji Aoki and Kinji Hashimoto
Kagaku Kogaku Ronbunshu, 26, No.3, 457-461 (2000)
- "Running Multiple Neural Networks for Process Trend Interpretation"
Yoshiyuki Yamashita, Hiroshi Komori and Mutsumi Suzuki
J. Chem. Eng. Japan, 32, No.4, 552-556 (1999)
- "The Effect of A New Type of Pin Mixing Section on The Performance of a Single Screw Extruder"
W.G.Yao, K.Takahashi, K.Koyama and Y.Yamashita
Polymer Engineering and Science, 38, 1623-1632 (1998)
- "Qualitative Interpretation of
Process Trends by Using Neural Networks"
Y. Yamashita,
2nd International Conference on Knowledge-Based Intelligent
Electronic Systems, vol.III, p.1-5, Adelaide, Austraria, April (1998)
- "Time Delay Neural Networks for the Classification of Flow Regime"
Yoshiyuki Yamashita, Computers Chem. Engng., 21, S367-371 (1997)
- "New Neural Network Training Algorithm
and Its Application"
N. Baba, Y. Mogami, Y. Shirai and Yoshiyuki Yamashita,
Journal of Artificial Neural Networks, 2, 37-54 (1995)
- "Effect of Step Change of Gravity on a Bubble Motion in a Start up
Period of Drop Tower Experiment."
T. Henmi, T. Nonaka, Y. Yamashita and M. Suzuki,
Journal of The Japan Society of Microgravity Application,
12, 277-278 (1995)
- "On-line adjustment of sampling
intervals of a digital controller"
Yoshiyuki Yamashita, Mutsumi Suzuki and Kohichi Kambe
Proceedings of the 5th International Symposium
on Process Systems Engineering, 5, 1191-1195, Korea (1994)
- "Speed-Cotrollable Drop Tower for Low Gravity Experiments"
M. Kumagai, S. Arai, Y. Yamashita and M. Suzuki,
Kagaku Kogaku Ronbunshu, 20,295-298 (1994)
- "On-line Adjustment of Sampling Interval by Fuzzy Controller",
Y. Yamashita, M. Suzuki and K. Kambe,
Kagaku Kogaku Ronbunshu, 20, 186-190 (1994)
- "On-line Measurement of Cell Size Dstribution and Concentration of Yeast by Image Processing"
Yoshiyuki Yamashita, Masayoshi Kuwashima, Toshiyuki Nonaka and
Mutsumi Suzuki,
J. Chem. Eng. Japan., 26, 615-619 (1993)
- "Fault Detection on a Batch Process Using a Bayesian Model"
Toshiyuki Nonaka, Yoshiyuki Yamashita and Mutsumi Suzuki,
J. Chem. Eng. Japan., 26, 465-469 (1993)
- "Classification of Flow Patterns in Two-Phase Flow by Neural Network"
Norio Baba, Yoshiyuki Yamashita and Yasuhiro Shiraishi,
Artificial Neural Networks, 2, 1617-1620 (1991)
- "Fuzzy Control of the Blood Pressure"
Yoshiyuki Yamashita, Mutsumi Suzuki, Koichi Kambe,
Japanese Journal of Fuzzy Theory and Systems, 2, 481-486 (1990)
- "On-line Estimation of Flow Regimes on Perforated Plates Based on
Fuzzy Reasoning."
Yoshiyuki Yamashita, Shigeru Matsumoto and Mutsumi Suzuki,
International J. Engineering Fluid Mechanics, 1,
189-204 (1988)
- "Fuzzy Control of Blood Pressure by Drug Infusion."
Yoshiyuki Yamashita, Kohichi Kambe and Mutsumi Suzuki,
J. Chem. Eng. Japan., 21, 541-543 (1988)
- "Start-Up of A Catalytic Reactor by Fuzzy Controller."
Yoshiyuki Yamashita,Shigeru Matsumoto and Mutsumi Suzuki,
J. Chem. Eng. Japan., 21, 277-282 (1988)
- "A Fault-Diagnosis System Based on Qualitative Reasoning"
Yoshiyuki Yamashita, Shuho Shoji and Mutsumi Suzuki,
Kagaku Kogaku Ronbunshu, 14, 387-394 (1988)
- "Classification of Flow Patterns in Two-Phase Flow by Fuzzy Simulator."
Yoshiyuki Yamashita, Shigeru Matsumoto and Mutsumi Suzuki,
Chem. Eng. Comm., 59, 325-331 (1987)
- "Analysis of Unsteady Heat Conduction in Laminated Materials and
Appropriatenes Homogeneous-Material Approximation",
Yoshiyuki Yamashita, Shigeru Matsumoto and Mutsumi Suzuki,
Kagaku Kogaku Ronbunshu, 12, 401-407 (1986)
- "Statistical analysis of fluctuations of froth pressure on perforated plates without downcomers," Shigeru Matsumoto and Mutsumi Suzuki, International Journal of Multiphase Flow,, 10, 217-228 (1984)
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