Intelligent Management System of the Automobile Road’s Technical and Operational Condition in the Cryolithozone

A. Yakubovich, I. Yakubovich, Y. Trofimenko, E. Shashina
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引用次数: 11

Abstract

A functional scheme of technical and operational condition (TOC) management of the automobile road located on permafrost soil is offered. An intelligent information system is used to collect information about current state of the automobile road, weather and climatic conditions, characteristics of traffic flows. It is shown that regulatory TOC’s maintenance is based on two management processes. The first process of current management is fast and low-inertia and is based on the current state of the management object. The second process of long-term management, due to the influence of the climate change, is much slower and has a high inertia; to ensure required management quality, it is necessary to carry out this process on the basis of the object’s state forecasting and to produce management actions (stabilization of the soil temperature regime) in advance, before the appearance of visible automobile road’s TOC deterioration. Predicting the condition is based on simulation modelling, which results in determining the expected settlement of thawing soil at the formation, which causes roadway’s numerous defects. The results of numerical simulation of the predicted state of the automobile road in the climatic conditions of Yakutsk and Urengoy are shown, including the case with applying measures to stabilize the soil temperature regime (use of seasonal cooling devices – SCD). It is shown that the dynamics of changes in the state of the object occurring under the influence of the climate change is described by only two path functions in the state space – without the use of SCD and in their presence. Perspective management of the object’s state resides in choosing the path function (corresponding to a certain structural characteristics of SCD) and determining the most rational time of transition to this path function. At a low intensity of climatic changes in the territory of the automobile road location, the simulation results’ sensitivity to the accuracy of the climatic parameters’ forecast increases.
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冰冻岩石带汽车道路技术运行状况智能管理系统
提出了多年冻土区汽车公路技术运行状态管理的功能方案。智能信息系统用于收集汽车道路的当前状态、天气和气候条件、交通流量特征等信息。结果表明,法规TOC的维持是基于两个管理过程。当前管理的第一个过程是快速和低惯性的,并且基于管理对象的当前状态。第二个长期管理过程,由于气候变化的影响,要慢得多,并且具有很高的惯性;为了保证所需的管理质量,需要在对目标状态预测的基础上进行这一过程,并在明显的汽车道路TOC劣化出现之前,提前产生管理动作(稳定土壤温度状态)。预测条件是基于模拟建模,从而确定地层融化土的预期沉降,这导致了巷道的大量缺陷。显示了雅库茨克和乌连戈伊气候条件下汽车道路预测状态的数值模拟结果,包括采用稳定土壤温度状态的措施(使用季节性冷却装置- SCD)的情况。结果表明,在气候变化的影响下,物体状态的动态变化只用状态空间中的两个路径函数来描述——不使用SCD和有SCD时。对象状态的透视管理在于选择路径函数(对应于SCD的某种结构特征)并确定向该路径函数过渡的最合理时间。在汽车道路位置范围内的气候变化强度较低时,模拟结果对气候参数预测精度的敏感性有所提高。
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