Abstract
For decades, near-infrared (NIR) spectroscopy has been a valuable tool for material analysis in a variety of applications, ranging from industrial process monitoring to quality assessment. Traditional spectrometers are typically bulky, fragile and expensive, which makes them unsuitable for portable and in-field use. Thus, there is a growing interest for miniaturized, robust and low-cost NIR sensors. In this study, we demonstrate a handheld NIR spectral sensor module, based on a fully-integrated multipixel detector array, sensitive in the 850–1700 nm wavelength range. Differently from a spectrometer, the spectral sensor measures a limited number of NIR spectral bands. The capabilities of the spectral sensor module were evaluated alongside a commercially available portable spectrometer for two application cases: to quantify the moisture content in rice grains and to classify plastic types. Both devices achieved the two sensing tasks with comparable performance. Moisture quantification was achieved with a root mean square error (RMSE) prediction of 1.4% and 1.1% by the spectral sensor and spectrometer, respectively. Classification of the plastic type was achieved with a prediction accuracy on unknown samples of 100% and 96.4% by the spectral sensor and spectrometer, respectively. The results from this study are promising and demonstrate the potential for the compact NIR modules to be used in a variety of NIR sensing applications
Original language | English |
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Article number | 7027 |
Number of pages | 17 |
Journal | Sensors |
Volume | 22 |
Issue number | 18 |
DOIs | |
Publication status | Published - 16 Sept 2022 |
Funding
This research was partially funded under NWO TTW project n. 16670, Penta Call 2 project Environmental Sensors for AIR Quality (ESAIRQ) n. 16113, NWO project n. 17626 (System change for New Ecology-based and Resource efficient Growth with high tech In Agriculture (Synergia)) and the NWO Zwaartekracht Research Center for Integrated Nanophotonics.
Funders | Funder number |
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Nederlandse Organisatie voor Wetenschappelijk Onderzoek | 16670, 16113, 17626 |
Keywords
- integrated photonics
- near-infrared
- portable devices
- sensors
- spectral sensing