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使用六轴加速度计和陀螺仪传感器的城市公交座椅振动分析

City bus seat vibration analysis using 6-axis accelerometer and gyroscope sensors.

作者信息

Eager David, Hossain Md Imam, Lindqvist Anna Lidfors, Zhou Shilei

机构信息

Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, 2007, Australia.

出版信息

Sci Rep. 2024 Dec 2;14(1):29865. doi: 10.1038/s41598-024-80804-5.

Abstract

This paper analyses different modes and cycles of seat vibration in city buses by analysing acceleration peak magnitudes and their trends and fluctuations in the time domain. The purpose is to find peak vibration modes that exist in the driving patterns of city buses. Analysing peaks in a time series is essential for many applications specifically in vibration analysis because they represent significant events. Using a 6-axis inertial measurement unit device which has accelerometer and gyroscope sensors data were collected from a number of city buses operating. By applying algorithmic filters the g-force peaks present in different acceleration modes were analysed. The particularity of city bus seat vibration and g-force acceleration levels due to effective acceleration in 3-axes are presented and discussed, namely: longitudinal (forward motion), lateral (side-to-side) and vertical (bounce mode) accelerations. It was found that the bus seat root mean square acceleration magnitude of approximately 0.33 g occurred from the major acceleration cycles during bus running. In longitudinal, lateral and vertical directions, 20% of peak acceleration cycles were above 0.20 g, 0.18 g and 0.27 g respectively. Jerk may be a better indicator of passenger discomfort. The results from this study can provide future reference to research directions into understanding city bus seat vibration levels in longitudinal, lateral and vertical directions and also initiatives to mitigate excess bus seat vibration for the riders.

摘要

本文通过分析时域内的加速度峰值大小及其趋势和波动,来分析城市公交车座椅振动的不同模式和周期。目的是找出城市公交车行驶模式中存在的峰值振动模式。在许多应用中,特别是在振动分析中,分析时间序列中的峰值至关重要,因为它们代表了重大事件。使用一个具有加速度计和陀螺仪传感器的六轴惯性测量单元设备,从多辆运营中的城市公交车上收集数据。通过应用算法滤波器,分析了不同加速度模式下的重力峰值。介绍并讨论了由于三轴有效加速度导致的城市公交车座椅振动和重力加速度水平的特殊性,即:纵向(向前运动)、横向(左右)和垂直(弹跳模式)加速度。研究发现,公交车行驶过程中主要加速度周期产生的座椅均方根加速度大小约为0.33g。在纵向、横向和垂直方向上,分别有20%的峰值加速度周期高于0.20g、0.18g和0.27g。急动度可能是乘客不适的更好指标。本研究结果可为未来研究方向提供参考,以了解城市公交车座椅在纵向、横向和垂直方向上的振动水平,以及为减轻乘客座椅过度振动所采取的措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc3a/11612474/1d113e11c049/41598_2024_80804_Fig1_HTML.jpg

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