Projects per year
Abstract
Adaptive calibration for ultrasound reflectometry methods used in the detection of lubrication film thickness is of great research interest. This is mainly due to the versatile non-destructive implementation of the technology in industrial applications, allowing for measurements of the lubrication film thickness, which directly relates to the friction, wear, and overall efficiency of the system. This study reviews and compares a curve fitting, extended Kalman filter, and resonance frequency detection adaptive calibration approach. Furthermore, the study compares two different regression models, used for the curve fitting and the extended Kalman filter approach. The study compares the methods and regression models based on both a theoretical and experimental analysis. The experimental analysis is based on data with varying lubrication film thickness. The lubrication film thickness is varied such that the resonance frequency is both detectable and non-detectable within the ultrasound transducer bandwidth. It is found that all three methods give results very similar to those achieved through manual calibration. However, since the extended Kalman filter approach is the only method that allows for continuous calibration, this method is found to have the greatest potential of the methods compared.
Original language | English |
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Article number | 3240 |
Journal | Energies |
Volume | 15 |
Issue number | 9 |
ISSN | 1996-1073 |
DOIs | |
Publication status | Published - 28 Apr 2022 |
Keywords
- adaptive
- calibration
- film thickness
- lubrication
- reflectometry
- tribology
- ultrasound
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Dive into the research topics of 'A Comparison of Adaptive Ultrasound Reflectometry Calibration Methods for Use in Lubrication Films'. Together they form a unique fingerprint.Projects
- 2 Active
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Adaptive Ultrasound Reflectometry for Tribomechatronic Systems
01/08/2021 → 31/07/2024
Project: PhD Project
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UltrAdapt: Adaptive Ultrasound Reflectometry Techniques for Smart Tribology Systems
Independent Research Fund Denmark
01/09/2020 → 31/08/2024
Project: Research
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Adaptive Ultrasound Reflectometry for Lubrication Film Thickness Measurements
Kæseler, R. L. & Johansen, P., 2020, In: Measurement Science and Technology. 31, 2, 10 p., 025108.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile10 Citations (Scopus)68 Downloads (Pure) -
Layer ToF Methods for Ultrasonic Lubrication-film Thickness Measurements
Kæseler, R. L., Johansen, N. W. & Johansen, P., Oct 2018, ICCMA 2018 - Proceedings of the 6th International Conference on Control, Mechatronics and Automation. Association for Computing Machinery, p. 149-153 5 p. (ACM International Conference Proceedings Series).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
6 Citations (Scopus)