| The main highway operators is the driver and vehicle, the highway construction is to provide convenient and safe traffic environment for them.The highway construction will directly affect the safety of the transportation industry, but also decides people’s daily travel is smooth.And the evaluation of highway construction needs by restricting the running effect of mutual influence among the driver, vehicle and road to detectAiming at the limitations of the current operational safety evaluation of the domestic new highway construction or renovation of the existing highway,this article on the Xinjiang mountain road vehicle traveling speed control system is studied, and its purpose is to establish a theoretical model to predict the speed closer to the mountain highway in Xinjiang actual operations, provide the necessary technical support for the establishment of Xinjiang highway safety evaluation system, improve the operation of the highway in the mountainous area of Xinjiang..This paper is based on the adverse effects of mountain highway in Xinjiang unique geographical terrain conditions, meteorological climate conditions, road conditions, etc. to the driver and vehicle performance,firstthe basic data of mountain highway in Xinjiang conducted an investigation.In order to grasp the different road conditions under actual driving Xinjiang mountain highway vehicle, completed the survey of typical highway in the actual vehicle operating state.Secondly, the research group has been at the basis of the results of the research stage and get on base, according to the Xinjiang mountain highway vehicle drivers environmental impact of particularity, based on the statistics of the linear regression and polynomial regression, artificial neural network, support vector machine learning algorithms and fuzzy rules based on driver safety awareness method total of four representative Xinjiang mountain highway running speed forecasting model to conduct research,Established based on people- the quantitative detection of road safety evaluation system combined operating mechanism Xinjiang mountain highway run, the development of Xinjiang lane mountain highway vehicle driver prediction calculation speed control system- car.The results show that the speed prediction model established by a variety of methods to improve the prediction accuracy,Use Xinjiang mountain highway vehicle driver driving speed control system for the driver to provide a safe and effective operating speed, can provide strong theoretical support for the construction and evaluation of Xinjiang Mountain Road. |
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