Heavy vehicle multi-body dynamic simulations to estimate skidding distance

IF 0.6 4区 工程技术 Q4 ENGINEERING, CIVIL
Mahdieh Zamzamzadeh, A. Saifizul, R. Ramli, M. F. Soong
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引用次数: 4

Abstract

The skid mark is valuable for accident reconstruction as it provides information about the drivers’ braking behaviour and the speed of heavy vehicles. However, despite its importance, there is currently no mathematical model available to estimate skidding distance (SD) as a function of vehicle characteristics and road conditions. This paper attempts to develop a non-linear regression model that is capable of reliably predicting the skidding distance of heavy vehicles under various road conditions and vehicle characteristics. To develop the regression model, huge data sets were derived from complex heavy vehicle multi-body dynamic simulation. An emergency braking simulation was conducted to examine the skidding distance of a heavy vehicle model subject to various Gross Vehicle Weight (GVW) and vehicle speeds, as well as the coefficient of friction of the road under wet and dry conditions. The results suggested that the skidding distance is significantly affected by Gross Vehicle Weight, speeds, and coefficient of friction of the road. The improved non-linear regression model provides a better prediction of the skidding distance than that of the conventional approach thus suitable to be employed as an alternative model for skidding distance of heavy vehicles in accident reconstruction.
用于估计打滑距离的重型车辆多体动力学仿真
打滑标记对事故重建很有价值,因为它提供了有关驾驶员制动行为和重型车辆速度的信息。然而,尽管它很重要,但目前还没有可用的数学模型来估计作为车辆特性和道路条件的函数的打滑距离(SD)。本文试图建立一个非线性回归模型,该模型能够可靠地预测重型车辆在各种路况和车辆特性下的打滑距离。为了开发回归模型,从复杂重型车辆多体动力学仿真中获得了大量数据集。进行了紧急制动模拟,以检查重型车辆模型在不同车辆总重(GVW)和车速下的打滑距离,以及道路在潮湿和干燥条件下的摩擦系数。结果表明,车辆总重、车速和道路摩擦系数对打滑距离有显著影响。改进的非线性回归模型比传统方法提供了更好的打滑距离预测,因此适合用作事故重建中重型车辆打滑距离的替代模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Baltic Journal of Road and Bridge Engineering
Baltic Journal of Road and Bridge Engineering 工程技术-工程:土木
CiteScore
2.10
自引率
9.10%
发文量
25
审稿时长
>12 weeks
期刊介绍: THE JOURNAL IS DESIGNED FOR PUBLISHING PAPERS CONCERNING THE FOLLOWING AREAS OF RESEARCH: road and bridge research and design, road construction materials and technologies, bridge construction materials and technologies, road and bridge repair, road and bridge maintenance, traffic safety, road and bridge information technologies, environmental issues, road climatology, low-volume roads, normative documentation, quality management and assurance, road infrastructure and its assessment, asset management, road and bridge construction financing, specialist pre-service and in-service training;
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