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Rotational speed measurement using a low-cost imaging device and image processing algorithms

  • Tianyu Wang
  • , Lijuan Wang
  • , Yong Yan
  • , Shuai Zhang
  • North China Electric Power University
  • University of Kent

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Accurate and reliable measurement of rotational speed is desirable in many industrial processes. A novel method for rotational speed measurement using a low-cost camera and image processing techniques is presented in this paper. Firstly, sequential images are continuously processed using a similarity evaluation method to obtain the periodic similarity level of captured images. Subsequently, the rotational speed is determined from the periodicity of a restructured signal through Chirp-Z transform and parabolic interpolation based auto-correlation, respectively. The measurement principle and system design are presented. The advantages of the proposed measurement system include non-contact measurement, low cost, no markers required and high accuracy. Experimental investigations into the effects of the periodicity detection algorithm, frame rate and image resolution on the accuracy and reliability of the measurement system are conducted on a purpose-built test rig. Experimental results demonstrate that the system with the frame rate of 100 fps yields a measurement error within ±0.6% over a speed range from 100 to 3000 RPM (Revolutions Per Minute). More accurate and reliable speed measurements over a wider speed range are achievable with higher frame rates.

源语言英语
主期刊名I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference
主期刊副标题Discovering New Horizons in Instrumentation and Measurement, Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
1-6
页数6
ISBN(电子版)9781538622223
DOI
出版状态已出版 - 10 7月 2018
已对外发布
活动2018 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2018 - Houston, 美国
期限: 14 5月 201817 5月 2018

出版系列

姓名I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings

会议

会议2018 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2018
国家/地区美国
Houston
时期14/05/1817/05/18

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