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Modeling from Process Data

Journal of The Society of Instrument and Control Engineers, 2022/12/10, Vol.61(12), pp.902-904

KANO, Manabu

2022

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Data-based process monitoring, process control, and quality improvement: Recent developments and applications in steel industry

Computers & chemical engineering, 2008, Vol.32 (1), p.12-24

2008

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The state of the art in chemical process control in Japan: Good practice and questionnaire survey

Journal of process control, 2010-10, Vol.20 (9), p.969-982

2010

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Biodiesel Production from Palm Oil, Its By-Products, and Mill Effluent: A Review

Energies (Basel), 2018-08, Vol.11 (8), p.2132

2018

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A comparative study of deep and shallow predictive techniques for hot metal temperature prediction in blast furnace ironmaking

Computers & chemical engineering, 2019-11, Vol.130, p.106575, Article 106575

2019

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Soft-sensor development using correlation-based just-in-time modeling

AIChE journal, 2009-07, Vol.55 (7), p.1754-1765

2009

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Gray-box Soft Sensor for Water Content Monitoring in Fluidized Bed Granulation

Chemical and Pharmaceutical Bulletin, 2022/01/01, Vol.70(1), pp.74-81

2022

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Prediction Performance and Economic Efficiency of Soft Sensors for in-Line Water Content Monitoring in Fluidized Bed Granulation: PP-Based Model vs. NIRS-Based Model

Chemical and Pharmaceutical Bulletin, 2021/06/01, Vol.69(6), pp.548-556

2021

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Covariance-based locally weighted partial least squares for high-performance adaptive modeling

Chemometrics and intelligent laboratory systems, 2015-08, Vol.146, p.55-62

2015

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Closed-loop identification of plant and disturbance models based on data-driven generalized minimum variance regulatory control

Journal of process control, 2022-07, Vol.115, p.197-208

2022

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Estimation of active pharmaceutical ingredients content using locally weighted partial least squares and statistical wavelength selection

International journal of pharmaceutics, 2011-12, Vol.421 (2), p.269-274

2011

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Adaptive Virtual Metrology Design for Semiconductor Dry Etching Process Through Locally Weighted Partial Least Squares

IEEE transactions on semiconductor manufacturing, 2015-05, Vol.28 (2), p.137-144

2015

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IEEE_Xplore

Long-Term Industrial Applications of Inferential Control Based on Just-In-Time Soft-Sensors: Economical Impact and Challenges

Industrial & engineering chemistry research, 2013-09, Vol.52 (35), p.12346-12356

2013

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Gray-box modeling of 300 mm diameter Czochralski single-crystal Si production process

Journal of crystal growth, 2021-01, Vol.553, p.125929, Article 125929

2021

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Epileptic Seizure Prediction Based on Multivariate Statistical Process Control of Heart Rate Variability Features

IEEE transactions on biomedical engineering, 2016-06, Vol.63 (6), p.1321-1332

2016

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Real-Time Estimation of Molten Steel Flow in Continuous Casting Mold

Metallurgical and materials transactions. B, Process metallurgy and materials processing science, 2020-04, Vol.51 (2), p.581-588

2020

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Online Prediction of Hot Metal Temperature Using Transient Model and Moving Horizon Estimation

ISIJ International, 2019/09/15, Vol.59(9), pp.1534-1544

2019

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Simple algorithm for judging equivalence of differential-algebraic equation systems

Scientific reports, 2023-07, Vol.13 (1), p.11534-11534, Article 11534

2023

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Sleep Spindle Detection Using RUSBoost and Synchrosqueezed Wavelet Transform

IEEE transactions on neural systems and rehabilitation engineering, 2020-02, Vol.28 (2), p.390-398

2020

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Wearable Epileptic Seizure Prediction System with Machine-Learning-Based Anomaly Detection of Heart Rate Variability

Sensors (Basel, Switzerland), 2020-07, Vol.20 (14), p.3987

2020

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Practical Operation Guidance on Thermal Control of Blast Furnace

ISIJ International, 2019/09/15, Vol.59(9), pp.1573-1581

2019

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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, 2018-06, Vol.492, p.105-113

2018

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Ischemic Stroke Detection by Analyzing Heart Rate Variability in Rat Middle Cerebral Artery Occlusion Model

IEEE transactions on neural systems and rehabilitation engineering, 2018-06, Vol.26 (6), p.1152-1160

2018

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Development and Validation of Kinematical Blast Furnace Model with Long-term Operation Data

ISIJ International, 2018/12/15, Vol.58(12), pp.2210-2218

2018

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Scale-Free Soft Sensor for Monitoring of Water Content in Fluid Bed Granulation Process

Chemical and Pharmaceutical Bulletin, 2020/09/01, Vol.68(9), pp.855-863

2020

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Modeling from Process Data

Data-based process monitoring, process control, and quality improvement: Recent developments and applications in steel industry

The state of the art in chemical process control in Japan: Good practice and questionnaire survey

Biodiesel Production from Palm Oil, Its By-Products, and Mill Effluent: A Review

A comparative study of deep and shallow predictive techniques for hot metal temperature prediction in blast furnace ironmaking

Soft-sensor development using correlation-based just-in-time modeling

Gray-box Soft Sensor for Water Content Monitoring in Fluidized Bed Granulation

Prediction Performance and Economic Efficiency of Soft Sensors for in-Line Water Content Monitoring in Fluidized Bed Granulation: PP-Based Model vs. NIRS-Based Model

Covariance-based locally weighted partial least squares for high-performance adaptive modeling

Closed-loop identification of plant and disturbance models based on data-driven generalized minimum variance regulatory control

Estimation of active pharmaceutical ingredients content using locally weighted partial least squares and statistical wavelength selection

Adaptive Virtual Metrology Design for Semiconductor Dry Etching Process Through Locally Weighted Partial Least Squares

Long-Term Industrial Applications of Inferential Control Based on Just-In-Time Soft-Sensors: Economical Impact and Challenges

Gray-box modeling of 300 mm diameter Czochralski single-crystal Si production process

Epileptic Seizure Prediction Based on Multivariate Statistical Process Control of Heart Rate Variability Features

Real-Time Estimation of Molten Steel Flow in Continuous Casting Mold

Online Prediction of Hot Metal Temperature Using Transient Model and Moving Horizon Estimation

Simple algorithm for judging equivalence of differential-algebraic equation systems

Sleep Spindle Detection Using RUSBoost and Synchrosqueezed Wavelet Transform

Wearable Epileptic Seizure Prediction System with Machine-Learning-Based Anomaly Detection of Heart Rate Variability

Practical Operation Guidance on Thermal Control of Blast Furnace

A first-principle model of 300 mm Czochralski single-crystal Si production process for predicting crystal radius and crystal growth rate

Ischemic Stroke Detection by Analyzing Heart Rate Variability in Rat Middle Cerebral Artery Occlusion Model

Development and Validation of Kinematical Blast Furnace Model with Long-term Operation Data

Scale-Free Soft Sensor for Monitoring of Water Content in Fluid Bed Granulation Process

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