Development of near infrared sensors: Detection of influential factors by the AComDim method |
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Authors: | S Amat N Dupuy |
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Institution: | a iSm2, UMR CNRS 6263, équipe AD2EM, groupe SCC, case 451, Université Paul Cézanne (Aix-Marseille III), 13397 Marseille Cedex 20, France b SP3H, Domaine du Petit Arbois 13545 Aix-en-Provence, France c AgroParisTech, 16 Rue Claude Bernard 75231 Paris Cedex 05, France |
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Abstract: | The development of near infrared (NIR) sensors has to go through different steps of testing. Once a prototype is ready to be used, it is necessary to evaluate and optimize the experimental conditions and the data collection, in terms of accuracy, repeatability, reproducibility and speed. This paper studies the effects of controllable experimental factors on the quality of the spectral response, to determine the influence of each instrumental parameter and to improve the predictions obtained from the collected data. The AComDim method, based on the multi-block analysis of ANOVA matrices, was used here to evaluate the impact of experimental factors on the responses from the different sensors tested. |
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Keywords: | Near Infrared (NIR) Sensors Design of Experiment (DOE) Multi-block analysis |
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