TY - GEN
T1 - Rotational speed measurement using a low-cost imaging device and image processing algorithms
AU - Wang, Tianyu
AU - Wang, Lijuan
AU - Yan, Yong
AU - Zhang, Shuai
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/7/10
Y1 - 2018/7/10
N2 - 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.
AB - 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.
KW - Chirp-Z transform
KW - autocorrelation
KW - image processing
KW - image similarity evaluation
KW - rotational speed measurement
UR - https://www.scopus.com/pages/publications/85050766733
U2 - 10.1109/I2MTC.2018.8409665
DO - 10.1109/I2MTC.2018.8409665
M3 - 会议稿件
AN - SCOPUS:85050766733
T3 - I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings
SP - 1
EP - 6
BT - I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2018 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2018
Y2 - 14 May 2018 through 17 May 2018
ER -