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Environmental monitoring of methane utilizing multispectral NDIR gas sensing for compensation of spectral impact from water vapor in air
Mid Sweden University, Faculty of Science, Technology and Media, Department of Electronics Design. Senseair Ab, Delsbo, Sweden.ORCID iD: 0000-0002-8409-4803
Senseair Ab, Delsbo, Sweden.
Mid Sweden University, Faculty of Science, Technology and Media, Department of Electronics Design. Senseair Ab, Delsbo, Sweden.
Mid Sweden University, Faculty of Science, Technology and Media, Department of Electronics Design. Senseair Ab, Delsbo, Sweden.ORCID iD: 0000-0003-3769-8492
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2022 (English)In: Proceedings of IEEE Sensors, IEEE, 2022Conference paper, Published paper (Refereed)
Abstract [en]

A multispectral nondispersive infrared (NDIR) sensor was developed for simultaneous detection of methane and water vapor in air. The NDIR sensor is capable of measuring optic transmission in the CH4 absorption spectra at 3.375 μm and the H2O absorption spectra at 2.7 μm. Data from a third channel, 3.95 μm, is used as reference value for 'zero-level' calibration. The actual CH4 concentration is retrieved by adjusting the data obtained in the CH4 spectra with respect to the concentration sensed in the H2O spectra. A calibration procedure was developed and tested, which involves matching of the absorbed light energy in the CH4 and the H2O spectrum in humid reference environments. A compensation algorithm for elimination of humidity impact was developed and validated in environments with variable CH4 and H2O concentrations. By implementing the multispectral approach, and the developed algorithm, an uncertainty of 15-25 ppm relative the reference concentrations was achieved. For a concentration range valid for environmental monitoring applications this should be compared to an uncertainty of 180-200 ppm for the non-corrected CH4 concentration. 

Place, publisher, year, edition, pages
IEEE, 2022.
Keywords [en]
environmental, Methane, monitoring, NDIR
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:miun:diva-46751DOI: 10.1109/SENSORS52175.2022.9967115ISI: 000918629700098Scopus ID: 2-s2.0-85144029123ISBN: 9781665484640 (print)OAI: oai:DiVA.org:miun-46751DiVA, id: diva2:1722649
Conference
2022 IEEE Sensors Conference, SENSORS 2022, 30 October 2022 through 2 November 2022
Available from: 2022-12-30 Created: 2022-12-30 Last updated: 2025-09-25Bibliographically approved
In thesis
1. Implementation of NDIR technology for selective sensing of gases with common absorption spectra
Open this publication in new window or tab >>Implementation of NDIR technology for selective sensing of gases with common absorption spectra
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Sensing gas concentrations using optical absorption offers valuable advantages over other methods in a wide variety of real-world applications from industrial processes to environmental monitoring. Among the fastest growing developing detection techniques on the global market is the nondispersive infrared method (NDIR). Sensors developed based on this principle meet the increasing demand for low-cost, reliable and long-term maintenance-free solutions. In recent years, key technological components such as light sources, photodetectors, optical cavities, and electronic elements have seen rapid advancements. These improvements have significantly enhanced accuracy, sensitivity, and resolution, thereby broadening the scope of applications.

Despite these benefits, the NDIR technique has inherent limitations rooted in both fundamental physical principles and sensor design constraints. Among the most important interfering factors to investigate are variations in the sensing environment´s temperature and pressure, the presence of water vapour, and the aging of sensor components. Each of these can introduce measurement errors by affecting the sensor´s internal components and the physical properties of the surrounding environment. The correct interpretation of error sources is one the most difficult and important tasks involved in designing stable, high-precision sensors.

A defining characteristic of NDIR sensing is the relationship between light transmittance and the number of absorbing molecules. Any gas molecules within the optical path of the sensor that exhibit infrared absorption will absorb incident radiation. When equipped with an interference filter that selects a specific spectral band, an NDIR sensor can estimate the concentration of a target gas that absorbs within that band. The total absorption within the selected spectral range is then translated into a concentration value.

However, if absorption lines of multiple gas species overlap within the same spectral band, it becomes impossible to selectively determine the concentration of a specific gas. This lack of selectivity is a major limitation of the NDIR method.

Water vapour, in particular, poses a significant challenge, as its absorption lines appear across nearly the entire infrared spectrum relevant to NDIR sensing. This greatly restricts the method´s applicability in environmental measurements, where water vapour is almost always present.

The overarching research goal is to develop a solution for selectively estimating the concentration of a target gas in mixtures where other gases have overlapping absorption lines. Within this context, the more specific objective is to accurately determine the true concentration on methane (CH4) under environmental conditions, where it is continuously mixed with water vapour. This serves as a representative but challenging example of gas pairs with overlapping spectra.

To address this, several designs of multichannel NDIR sensors were developed and refined to improve selectivity. In support of this effort, a advance system was also built, incorporating calibration test equipment, supporting software, and a robust selection algorithm.

Key findings from the study include an advanced compensation method for pressure-induced errors and a novel technique for selective concentration measurement of gases with overlapping absorption spectra.

Place, publisher, year, edition, pages
Sundsvall: Mid Sweden University, 2025. p. 102
Series
Mid Sweden University doctoral thesis, ISSN 1652-893X ; 430
Keywords
NDIR, methane, water vapour, spectroscopy, calibration and compensation, spectral selectivity
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
urn:nbn:se:miun:diva-54385 (URN)978-91-90017-25-8 (ISBN)
Public defence
2025-06-10, O111, Holmgatan 10, Sundsvall, 10:00 (English)
Opponent
Supervisors
Available from: 2025-05-09 Created: 2025-05-09 Last updated: 2025-09-25Bibliographically approved

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Gaynullin, BakhramHummelgård, ChristineRödjegård, HenrikMattsson, ClaesThungström, Göran

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