A New Method of Airflow Velocity Measurement by UAV Flight Parameters Analysis for Underground Mine Ventilation

The idea of this research is to develop a method of airflow velocity measurement in underground mines having a network of long-distance crossing tunnels, where inspections of the ventilation system are required. Currently, this time-consuming procedure is conducted manually, but it has great importance when the mine configuration is subjected to changes. The method is based on the measurements of UAV trajectory deviation when it crosses the lateral air streams while moving along the tunnel. The signals of the gyroscope from the Inertial Measurement Unit (IMU) are used as indicators. The calibration of the proposed method has been conducted in laboratory conditions similar to real conditions. The minimal sensitivity of 0.3 m/s required by regulations is achievable for small drones, and the error is less than 5%. The maximum measured airflow velocity depends on the UAV model and its stabilization system. Recommendations are formulated for method implementation in practice.

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Publication Details

Journal
Sensors
Published
2025-08-26
DOI
https://doi.org/10.3390/s25175300
Citations
2
Primary Topic
Aerospace and Aviation Technology
Type
article
Field-Weighted Citation Impact
9.99

Funders

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article

A New Method of Airflow Velocity Measurement by UAV Flight Parameters Analysis for Underground Mine Ventilation

Pavlo Krot, Aleksandra Banasiewicz, Andrii Zinchenko, Adam Wróblewski et al.
2 citations
Sensors
Aerospace and Aviation Technology
9.99
article

A New Method of Airflow Velocity Measurement by UAV Flight Parameters Analysis for Underground Mine Ventilation

Pavlo Krot, Aleksandra Banasiewicz, Andrii Zinchenko, Adam Wróblewski, Paweł Trybała
article en
2 citations

Abstract

The idea of this research is to develop a method of airflow velocity measurement in underground mines having a network of long-distance crossing tunnels, where inspections of the ventilation system are required. Currently, this time-consuming procedure is conducted manually, but it has great importance when the mine configuration is subjected to changes. The method is based on the measurements of UAV trajectory deviation when it crosses the lateral air streams while moving along the tunnel. The signals of the gyroscope from the Inertial Measurement Unit (IMU) are used as indicators. The calibration of the proposed method has been conducted in laboratory conditions similar to real conditions. The minimal sensitivity of 0.3 m/s required by regulations is achievable for small drones, and the error is less than 5%. The maximum measured airflow velocity depends on the UAV model and its stabilization system. Recommendations are formulated for method implementation in practice.

SensorsVol. 25(17)
Slovak University of Technology in Bratislava (SK), Wrocław University of Science and Technology (PL), Fondazione Bruno Kessler (IT), L.V. Pisarzhevskii Institute of Physical Chemistry (UA), AGH University of Krakow (PL)
European Commission, Horizon 2020, EIT RawMaterials
Openalex Percentile: Top 2%
Aerospace and Aviation Technology
9.99
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A New Method of Airflow Velocity Measurement by UAV Flight Parameters Analysis for Underground Mine Ventilation — Pavlo Krot, Aleksandra Banasiewicz, et al. · Sensors (2025) | TGRS Research Map | TGRS