Handheld near infrared spectrometer and machine learning methods applied to the monitoring of multiple process stages in industrial sugar production
Bruno Henrique da Silva Melo, Rafaella Sales, Lourival da Silva Bastos Filho, Jorge Souza Povoas da Silva, Aluska Gabrielle Carolino de Almeida Sousa, Deborah Maria Camará Peixoto, Maria Fernanda Pimentel
Topics & Concepts
TransmittanceSpectrometerPartial least squares regressionCalibrationNear-infrared spectroscopyBrixMean squared errorComputer scienceRemote sensingSugarSupport vector machineArtificial intelligenceEnvironmental scienceMathematicsChemistryOpticsStatisticsMachine learningPhysicsFood scienceGeographySpectroscopy and Chemometric AnalysesFault Detection and Control SystemsMineral Processing and Grinding