Compact Chemical Identifier Based on Plasmonic Metasurface Integrated with Microbolometer Array. Issue 4 (24th January 2022)
- Record Type:
- Journal Article
- Title:
- Compact Chemical Identifier Based on Plasmonic Metasurface Integrated with Microbolometer Array. Issue 4 (24th January 2022)
- Main Title:
- Compact Chemical Identifier Based on Plasmonic Metasurface Integrated with Microbolometer Array
- Authors:
- Meng, Jiajun
Weston, Luke
Balendhran, Sivacarendran
Wen, Dandan
Cadusch, Jasper J.
Rajasekharan Unnithan, Ranjith
Crozier, Kenneth B. - Abstract:
- Abstract: The identification of chemicals from their mid‐infrared spectra has applications that include industrial production of chemicals, food production, pharmaceutical manufacturing, and environmental monitoring. This is generally done using laboratory benchtop tools, such as the Fourier transform infrared spectrometer. Although such systems offer high performance, alternative platforms offering reduced size, weight, and cost can enable a host of new applications, e.g. in consumer personal electronics. Here a compact microspectrometer platform for chemical identification, comprising a mid‐infrared metasurface integrated with a lightweight (≈1 g) and very small (≈1 cm 3 ) microbolometer‐based thermal camera is experimentally demonstrated. A machine learning algorithm is trained to analyze the microspectrometer output and classify chemicals based on their mid‐infrared fingerprints. High accuracy identification of four liquid chemicals, concentration quantification of ethyl lactate in cyclohexane down to subpercentage levels, and the classification of food and drug samples is demonstrated. Abstract : A compact mid‐infrared microspectrometer platform for chemical identification is demonstrated. It consists of a plasmonic metasurface integrated with a thermal camera. Machine learning algorithms are implemented to train classifiers based on the generated thermal images. The high accuracy identification of four liquid analytes, the concentration quantification of an organicAbstract: The identification of chemicals from their mid‐infrared spectra has applications that include industrial production of chemicals, food production, pharmaceutical manufacturing, and environmental monitoring. This is generally done using laboratory benchtop tools, such as the Fourier transform infrared spectrometer. Although such systems offer high performance, alternative platforms offering reduced size, weight, and cost can enable a host of new applications, e.g. in consumer personal electronics. Here a compact microspectrometer platform for chemical identification, comprising a mid‐infrared metasurface integrated with a lightweight (≈1 g) and very small (≈1 cm 3 ) microbolometer‐based thermal camera is experimentally demonstrated. A machine learning algorithm is trained to analyze the microspectrometer output and classify chemicals based on their mid‐infrared fingerprints. High accuracy identification of four liquid chemicals, concentration quantification of ethyl lactate in cyclohexane down to subpercentage levels, and the classification of food and drug samples is demonstrated. Abstract : A compact mid‐infrared microspectrometer platform for chemical identification is demonstrated. It consists of a plasmonic metasurface integrated with a thermal camera. Machine learning algorithms are implemented to train classifiers based on the generated thermal images. The high accuracy identification of four liquid analytes, the concentration quantification of an organic solvent, and the classification of food and drug samples are demonstrated. … (more)
- Is Part Of:
- Laser & photonics reviews. Volume 16:Issue 4(2022)
- Journal:
- Laser & photonics reviews
- Issue:
- Volume 16:Issue 4(2022)
- Issue Display:
- Volume 16, Issue 4 (2022)
- Year:
- 2022
- Volume:
- 16
- Issue:
- 4
- Issue Sort Value:
- 2022-0016-0004-0000
- Page Start:
- n/a
- Page End:
- n/a
- Publication Date:
- 2022-01-24
- Subjects:
- chemical sensors -- infrared spectroscopy -- machine learning classification -- microspectrometers -- plasmonics
Lasers -- Periodicals
Photonics -- Periodicals
Lasers -- Périodiques
Photonique -- Périodiques
621.36 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1863-8899 ↗
http://www3.interscience.wiley.com/cgi-bin/jtoc/113511747/ ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/lpor.202100436 ↗
- Languages:
- English
- ISSNs:
- 1863-8880
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5156.518880
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 21258.xml