Sensors (Sep 2022)

Handheld NIR Spectral Sensor Module Based on a Fully-Integrated Detector Array

  • Fang Ou,
  • Anne van Klinken,
  • Petar Ševo,
  • Maurangelo Petruzzella,
  • Chenhui Li,
  • Don M. J. van Elst,
  • Kaylee D. Hakkel,
  • Francesco Pagliano,
  • Rene P. J. van Veldhoven,
  • Andrea Fiore

DOI
https://doi.org/10.3390/s22187027
Journal volume & issue
Vol. 22, no. 18
p. 7027

Abstract

Read online

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.

Keywords