Interactive evaluation of operation efficiency of the city's transport system by methods of U-statistics

TL;DR

This paper introduces a U-statistics based method for interactive evaluation and forecasting of a city's motor transport system efficiency, utilizing GPS data for real-time analysis and optimization.

Contribution

It develops an automated, interactive approach for analyzing and forecasting urban transport efficiency using U-statistics and GPS data, enhancing operational decision-making.

Findings

Effective real-time analysis of transport flows

Forecasting capabilities for traffic situation development

Tools for optimizing city transport operations

Abstract

Method of U-statistics is used to analyze the efficiency of functioning of the motor transport system of a large city as a complex network system with partially ordered traffic flows. Based on the results of continuous monitoring of movement of the ordered part of flows equipped with GPS-trackers, namely, public transport means, methods of interactive, forecasting and aggregated analysis of the state and operation process of motor transport system components of various hierarchy levels have been developed. The proposed technique can be easily automated and used for operational analysis and forecasting of the development of traffic situations on city highways and creation of effective tools to optimize the process of motor transport system functioning.