论文标题

道路状况预测校正的软件系统

Software System for Road Condition Forecast Correction

论文作者

Smolyakov, Dmitrii, Burnaev, Evgeny

论文摘要

在本文中,我们提出了一个监测系统,该系统允许通过预测冰形成来提高道路安全性。该系统由道路气象站和情报数据处理程序模块组成。通过结合基于从电台和机器学习模型的测量值结合预测道路状况的物理模型来实现结果,以检测错误的数据和预测校正。

In this paper, we present a monitoring system that allows increasing road safety by predicting ice formation. The system consists of a network of road weather stations and intelligence data processing program module. The results were achieved by combining physical models for forecasting road conditions based on measurements from stations and machine learning models for detecting incorrect data and forecast correction.

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