Monitoring independent components for fault detection

Manabu Kano, Shouhei Tanaka, Shinji Hasebe, +2

AIChE Journal

EngineeringProcess InstrumentationIndustrial EngineeringSmart ManufacturingDiagnosis +19

A new multivariate statistical process monitoring method using principal component analysis

Manabu Kano, Shinji Hasebe, Iori Hashimoto, +1

Computers & Chemical Engineering

EngineeringMultivariate AnalysisIndustrial EngineeringProcess MonitoringProcess Control +8

Comparison of multivariate statistical process monitoring methods with applications to the Eastman challenge problem

Manabu Kano, Koji Nagao, Shinji Hasebe, +4

Computers & Chemical Engineering

EngineeringEastman Challenge ProblemData ScienceUncertainty QuantificationProcess Monitoring +10

Statistical process monitoring based on dissimilarity of process data

Manabu Kano, Shinji Hasebe, Iori Hashimoto, +1

AIChE Journal

EngineeringProcess InstrumentationSmart ManufacturingChemical ProcessesProcess Safety +18

Evolution of multivariate statistical process control: application of independent component analysis and external analysis

Manabu Kano, Shinji Hasebe, Iori Hashimoto, +1

Computers & Chemical Engineering

External AnalysisEngineeringIndustrial EngineeringProcess MonitoringProcess Control +9

Optimal control of a semibatch fermentation

Hiromu Ohno, Eiji Nakanishi, Takeichiro Takamatsu

Biotechnology and Bioengineering

Mathematical ProgrammingEngineeringBioenergySemibatch FermentationBiosynthesis +17

Comparison of statistical process monitoring methods: application to the Eastman challenge problem

Manabu Kano, Koji Nagao, Shinji Hasebe, +4

Computers & Chemical Engineering

EngineeringEastman Challenge ProblemIndustrial EngineeringUncertainty QuantificationProcess Monitoring +8

Dimensionality reduction for metabolome data using PCA, PLS, OPLS, and RFDA with differential penalties to latent variables

Hiroyuki Yamamoto, Hideki Yamaji, Yuichiro Abe, +6

Chemometrics and Intelligent Laboratory Systems

EngineeringDifferential PenaltiesData ScienceMetabolome DataMetabolomic Profiling +9

Theory and practice of optimal control in continuous fermentation process

Takeichiro Takamatsu, Iori Hashimoto, Suteaki Shioya, +3

Automatica

Control StrategyOptimal ControlEngineeringBiochemical EngineeringProcess Control +5

Canonical correlation analysis for multivariate regression and its application to metabolic fingerprinting

Hiroyuki Yamamoto, Hideki Yamaji, Eiichiro Fukusaki, +2

Biochemical Engineering Journal

EngineeringCanonical Correlation AnalysisBiometricsComputational BiologyMultidimensional Analysis +9