Using the Weibull distribution to characterise road transport vibration levels. Issue 7 (16th April 2020)

• Record Type: Journal Article
• Authors: Rouillard, Vincent; Lamb, Matthew James
• Is Part Of: Packaging technology and science. Volume 33:Issue 7(2020)
• Page Start: 255
• Page End: 266
• Publication Date: 2020-04-16
• Subjects: rms distribution -- road vehicle vibrations -- vibration classification -- Weibull distribution; Packaging -- Periodicals; 688.8
• DOI: 10.1002/pts.2503
• Languages: English
• ISSNs: 0894-3214

Abstract

Abstract : This paper reviews the various ways that have been proposed to characterise road transport vehicle vibrations and recommends a new approach to characterise the vibrations levels during a transport journey. Some 47 road vehicle vibration records, obtained from a broad range of conditions, were analysed, and results show that the root‐mean‐square (rms) distribution of the vibrations can be accurately modelled with a reduced version of the three‐parameter Weibull distribution (shape parameter set to 2). This statistical approach to characterising road vehicle vibrations takes into account the random fluctuations in rms levels that occur naturally during a road journey and can be used to classify the severity of RVV. This offers significant improvement on the simplistic mean rms value that has, so far, been the sole parameter to describe vibration levels during transport. The Weibull location parameter represents the low threshold of the rms level in the record (except when xo is less than zero, in which case the low rms threshold is zero), whereas the Weibull range parameter is proportional to the range of rms level. Results also reveal a strong relationship between the rms mean and the sum of the location and scale parameters. In addition, this enables generation of rms distributions from the mean power density spectrum (PDS) alone. The modified (fixed‐shape) Weibull distribution can be used to faithfully describe the entire statistical distribution of the rms level of a journey or transport mode with just two parameters. This new approach can be used in a practical way for quantifying and comparing transport vibration rms levels for design and testing purposes. Abstract : Variations in rms distributions for a range of road transport scenarios.