智能公路运输流管理系统:本体论基本概念

Roman Mazurenko, Bohdan Yeremenko
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引用次数: 0

摘要

这项工作旨在解决复杂交叉路口的交通拥堵问题。该问题以基辅市为例进行考虑。不过,这个问题与许多大城市的居民仍然息息相关。在本文中,我们将考虑创建本体的问题。本体将成为几个智能交通管理系统知识库的基础,用于大城市典型交叉口的交通管理。本系统是为在随机不确定性条件下对交通信号灯群进行态势控制而开发的,我们提供了本系统的运行方案,并展示了其运行计划。本体论的基本概念已经确定,这些概念对于开发用于管理大城市交通流的智能系统和技术是必不可少的。道路交通 "领域的结构化和形式化基本概念,如"道路基础设施"、"交通参与者 "和 "交通流"。计划进一步研究 "交通状况"、"控制系统 "和 "决策模型 "等概念的形式化,这些概念是对典型交叉路口的交通灯群进行协调控制所必需的。此外,还将正式确定 "道路基础设施"-"道路使用者"、"道路基础设施"-"控制系统"、"道路基础设施"-"交通状况"、"道路使用者"-"交通状况"、"道路使用者"-"控制系统 "和 "交通状况"-"控制系统 "之间的联系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent road transport flow management system: Basic ontology concepts
The work is aimed at solving the problem of traffic jams that occur at complex intersections. The problem is considered using the example of the city of Kyiv. However, it remains relevant for residents of many large cities. In this article here we consider the issues of creating ontology. It will later become the basis for forming the knowledge bases of several intelligent traffic management systems intended for traffic management at typical intersections in large cities. The scheme of operation of the system, which is being developed for the situational control of a complex of traffic lights under conditions of stochastic uncertainty, is provided, and the scheme of its operation is shown. The basic ontology concepts, which are primarily necessary for the development of intelligent systems and technologies for managing traffic flows in large cities, have been determined. Structured and formalized basic concepts of the "Road traffic" domain, such as: "Road infrastructure", "Traffic participants" and “Traffic flow”. Further research is planned to be directed to the formalization of the concepts "Traffic conditions", "Control systems" and "Decision models", which are required for coordinated control of traffic light complexes at typical intersections. As well as the connections "Road infrastructure" –"Road users", "Road infrastructure" –"Control systems", "Road infrastructure" –"Traffic conditions", "Road users" –"Traffic conditions", "Road users" –"Control systems" and "Traffic conditions" –"Control systems" will be formalized.
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