On-line denoising of motor speed control loop using order statistics filtering

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

In real-time motor speed measurements and control, severe noise spikes cause unacceptable performance degradation of the control loop. In this work, we propose a real-time filtering mechanism to reduce the unwanted effects of spiky noise. A Hardware-In-the-Loop (HIL) experimental setup was used to measure the noisy motor speed and an online order statistics filtering was applied to mitigate the effect of the noise. We tested and evaluated experimentally several orders of the applied on-line filtering algorithm. We showed that larger windows tend to enhance the smoothness of the response but at the expense of extra delay that can lead to oscillatory responses when a feedback controller is used. For the implemented system, we showed experimentally that a window size of 5 samples achieves a good compromise between impulsive noise rejection and acceptable oscillatory response.

Original languageEnglish
Title of host publicationISMA 2015 - 10th International Symposium on Mechatronics and its Applications
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781467377973
DOIs
Publication statusPublished - Jan 5 2016
Event10th International Symposium on Mechatronics and its Applications, ISMA 2015 - Sharjah, United Arab Emirates
Duration: Dec 8 2015Dec 10 2015

Other

Other10th International Symposium on Mechatronics and its Applications, ISMA 2015
CountryUnited Arab Emirates
CitySharjah
Period12/8/1512/10/15

Fingerprint

Speed control
Statistics
Acoustic variables control
Impulse noise
Feedback
Hardware
Degradation
Controllers

Keywords

  • Impulsive Noise
  • Motor Speed Control
  • Order Statistic Filters

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Mechanical Engineering

Cite this

Tarhuni, N. G., Saleem, A., & Mesbah, M. (2016). On-line denoising of motor speed control loop using order statistics filtering. In ISMA 2015 - 10th International Symposium on Mechatronics and its Applications [7373486] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISMA.2015.7373486

On-line denoising of motor speed control loop using order statistics filtering. / Tarhuni, Naser G.; Saleem, Ashraf; Mesbah, Mostefa.

ISMA 2015 - 10th International Symposium on Mechatronics and its Applications. Institute of Electrical and Electronics Engineers Inc., 2016. 7373486.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tarhuni, NG, Saleem, A & Mesbah, M 2016, On-line denoising of motor speed control loop using order statistics filtering. in ISMA 2015 - 10th International Symposium on Mechatronics and its Applications., 7373486, Institute of Electrical and Electronics Engineers Inc., 10th International Symposium on Mechatronics and its Applications, ISMA 2015, Sharjah, United Arab Emirates, 12/8/15. https://doi.org/10.1109/ISMA.2015.7373486
Tarhuni NG, Saleem A, Mesbah M. On-line denoising of motor speed control loop using order statistics filtering. In ISMA 2015 - 10th International Symposium on Mechatronics and its Applications. Institute of Electrical and Electronics Engineers Inc. 2016. 7373486 https://doi.org/10.1109/ISMA.2015.7373486
Tarhuni, Naser G. ; Saleem, Ashraf ; Mesbah, Mostefa. / On-line denoising of motor speed control loop using order statistics filtering. ISMA 2015 - 10th International Symposium on Mechatronics and its Applications. Institute of Electrical and Electronics Engineers Inc., 2016.
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