Application of a new Model for Fatigue Identification of Commercial Vehicles Drivers

Jelena Davidović, D. Pešić, B. Antić
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Abstract

For decades, around the world is developing a fatigue detection system to alert drivers when they reach the state of fatigue that threatens them in traffic. Most of the research on the impact of fatigue on drivers based on driving simulators mainly because it is a controlled environment, cheap and safe approach. Since the nineties of the last century, many surveys were conducted in which the survey method was applied, while examining the subjective attitudes of drivers about the impact of fatigue on traffic safety. The beginning of the 21st century is characterized by the development of a fatigue detection system based on modern technologies, and a number of experiments were conducted. However, it not yet in use tools that can be easily detected drivers fatigue, in order to respond quickly and prevent them from operating the vehicle in such condition.The aim of this paper is to demonstrate the importance and implementation of a new fatigue identification model for commercial vehicle drivers in selected transport companies. Based on the results of this research, it is possible to determine which company is the safest from the aspect of fatigue, which is least safe. Also, the analysis of the results can determine which influencing factor is “the weakest link” among the drivers in the transport company, or where to direct measures in order to improve the road safety of the company, and therefore the local community.The study included five transport companies in Serbia, three of which are engaged in the carriage of passengers, and two transport goods. The survey used the survey method, the face face model, and 265 drivers of commercial vehicles participated, 16.6% of whom were found fatigued before the start of the shift.
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商用车驾驶员疲劳识别新模型的应用
几十年来,世界各地都在开发一种疲劳检测系统,当司机达到疲劳状态时,它会在交通中威胁到他们。大多数关于疲劳对驾驶员影响的研究主要基于驾驶模拟器,因为它是一个可控的环境,廉价和安全的方法。自上个世纪九十年代以来,许多调查都采用了调查方法,同时考察了驾驶员对疲劳对交通安全影响的主观态度。21世纪初的特点是基于现代技术的疲劳检测系统的发展,并进行了大量的实验。然而,它还没有在使用工具,可以很容易地检测驾驶员疲劳,以便迅速作出反应,防止他们在这种情况下操作车辆。本文的目的是证明一个新的疲劳识别模型的重要性和实施选定的运输公司的商用车司机。根据这项研究的结果,可以确定哪家公司在疲劳方面是最安全的,哪家是最不安全的。此外,对结果的分析可以确定哪个影响因素是运输公司司机中“最薄弱的环节”,或者在哪里采取直接措施,以改善公司的道路安全,从而改善当地社区。这项研究包括塞尔维亚的五家运输公司,其中三家从事乘客运输,两家从事货物运输。本次调查采用问卷调查法,采用face face模型,共有265名商用车司机参与,其中16.6%的人在换班前发现疲劳。
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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