Wang, Tianyu, Yan, Yong, Wang, Lijuan, Hu, Yonghui (2018) Rotational Speed Measurement through Image Similarity Evaluation and Spectral Analysis. IEEE Access, . pp. 1-12. ISSN 2169-3536. (doi:10.1109/ACCESS.2018.2866479) (KAR id:68830)
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Official URL: https://doi.org/10.1109/ACCESS.2018.2866479 |
Abstract
Accurate and reliable measurement of rotational speed is desirable in a variety of industries.
This paper presents a rotational speed measurement system based on a low-cost imaging device with a
simple marker on the rotor. Sequential images are pre-processed through denoising, histogram equalization
and circle Hough transform, and then processed by similarity evaluation methods to obtain the similarity
level of images. Finally, the rotational speed is obtained through Chirp-Z transform on the restructured
signals. The measurement principle, structure design and performance assessment of the proposed system
are presented. The effects of different influence factors, including frame rate, marker shape and size,
algorithm for image similarity evaluation, illumination conditions, shooting angle and photographic
distance, on the performance of the measurement system are quantified and discussed through a series of
experimental tests on a laboratory test rig. Experimental results suggest that the system is capable of
providing constant rotational speed measurement with a maximum relative error of ±0.6% and a
repeatability of less than 0.6% over a speed range from 100 to 900 RPM. Under varying speed conditions
the proposed system can achieve valid measurement with a relative error within ±1% over the speed range
of 300 to 900 RPM.
Item Type: | Article |
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DOI/Identification number: | 10.1109/ACCESS.2018.2866479 |
Uncontrolled keywords: | Image processing, rotational speed measurement, spectral analysis, tachometer. |
Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Engineering and Digital Arts |
Depositing User: | Yong Yan |
Date Deposited: | 28 Aug 2018 09:36 UTC |
Last Modified: | 05 Nov 2024 12:30 UTC |
Resource URI: | https://kar.kent.ac.uk/id/eprint/68830 (The current URI for this page, for reference purposes) |
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