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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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationI2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference
Subtitle of host publicationDiscovering New Horizons in Instrumentation and Measurement, Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-6
Number of pages6
ISBN (Electronic)9781538622223
DOIs
StatePublished - 10 Jul 2018
Externally publishedYes
Event2018 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2018 - Houston, United States
Duration: 14 May 201817 May 2018

Publication series

NameI2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings

Conference

Conference2018 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2018
Country/TerritoryUnited States
CityHouston
Period14/05/1817/05/18

Keywords

  • Chirp-Z transform
  • autocorrelation
  • image processing
  • image similarity evaluation
  • rotational speed measurement

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