Low-Cost CO2 NDIR Sensors: Performance Evaluation and Calibration Using Machine Learning Techniques
Dubey R, Telles A, Nikkel J, Cao C, Gewirtzman J, Raymond P, Lee X. Low-Cost CO2 NDIR Sensors: Performance Evaluation and Calibration Using Machine Learning Techniques. Sensors 2024, 24: 5675. PMID: 39275586, PMCID: PMC11397870, DOI: 10.3390/s24175675.Peer-Reviewed Original ResearchMachine learning techniquesLearning techniquesNon-linear datasetsSensor accuracyStacking ensemble modelLow-cost sensor applicationsMachine learning modelsPotential of machine learningReference-grade instrumentsTree-based modelsMachine learningLearning modelsSensor measurementsPerformance evaluationEnsemble modelSensor calibrationSensor performanceSensorRandom forest regressionMachineSensor applicationsAccuracyForest regressionIndividual modelsPerformance
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