Compact printed thermal airflow sensor for ventilation applications

Abstract A novel compact thermal airflow sensor, utilizing screen-printed technology on foil, has been developed for integration with throttle dampers in ventilation systems. Compared to conventional airflow measurement techniques, the sensor reduces material consumption and spatial footprint while maintaining adequate measurement accuracy. The sensor system consists of a central heating element and six temperature sensors, all fabricated using cost-effective screen-printing techniques on Kapton foil. Computational fluid dynamics simulations were employed to optimize the geometry of both the sensor and the heater. Extensive performance validation, conducted across a range of flap angles and velocities, demonstrated a strong correlation with simulation data. Furthermore, an inverse model based on support vector regression was developed to predict the inlet air velocity from the measured temperature data, achieving an average relative error of 16%. This innovative sensor system offers significant potential for minimizing the spatial footprint and reducing the costs of airflow sensors in ventilation systems across residential, commercial, and industrial applications.

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Publication Details

Journal
Flexible and Printed Electronics
Published
2025-08-28
DOI
https://doi.org/10.1088/2058-8585/ae0047
Primary Topic
Advanced Sensor Technologies Research
Type
article
Field-Weighted Citation Impact
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Compact printed thermal airflow sensor for ventilation applications

Dominik Holzmann, Wolfgang Muehleisen, Jürgen Kosel, Lukas Neumaier et al.
Flexible and Printed Electronics
Advanced Sensor Technologies Research
article

Compact printed thermal airflow sensor for ventilation applications

Dominik Holzmann, Wolfgang Muehleisen, Jürgen Kosel, Lukas Neumaier, Lukas Rauter, Giovanna Grosso, Johanna Zikulnig, Jaroslaw Kaczynski, Marvin Schreiter, Markus Aigner
article en

Abstract

Abstract A novel compact thermal airflow sensor, utilizing screen-printed technology on foil, has been developed for integration with throttle dampers in ventilation systems. Compared to conventional airflow measurement techniques, the sensor reduces material consumption and spatial footprint while maintaining adequate measurement accuracy. The sensor system consists of a central heating element and six temperature sensors, all fabricated using cost-effective screen-printing techniques on Kapton foil. Computational fluid dynamics simulations were employed to optimize the geometry of both the sensor and the heater. Extensive performance validation, conducted across a range of flap angles and velocities, demonstrated a strong correlation with simulation data. Furthermore, an inverse model based on support vector regression was developed to predict the inlet air velocity from the measured temperature data, achieving an average relative error of 16%. This innovative sensor system offers significant potential for minimizing the spatial footprint and reducing the costs of airflow sensors in ventilation systems across residential, commercial, and industrial applications.

Flexible and Printed ElectronicsVol. 10(3)
Silicon Austria Labs (Austria) (AT), University of Klagenfurt (AT), École Polytechnique Fédérale de Lausanne (CH)
Openalex Percentile: Top 79%
Advanced Sensor Technologies Research
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