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A Modeling Method for Incoming Traffic Flow in Expressway Service Area

A technology of expressways and modeling methods, applied in traffic flow detection, character and pattern recognition, instruments, etc., can solve the problem of not considering the change of service area entry rate with time

Active Publication Date: 2021-04-23
SHANDONG TRAFFIC PLANNING DESIGN INST +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, as far as the inventor knows, the existing research on expressway service areas only stays at the service area entry rate at a single time point, and does not consider the service area entry rate over time.

Method used

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  • A Modeling Method for Incoming Traffic Flow in Expressway Service Area
  • A Modeling Method for Incoming Traffic Flow in Expressway Service Area
  • A Modeling Method for Incoming Traffic Flow in Expressway Service Area

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Embodiment Construction

[0050] The present disclosure will be further described below in conjunction with the accompanying drawings and specific embodiments.

[0051] It should be pointed out that the following detailed description is exemplary and intended to provide further explanation to the present application. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs.

[0052] It should be noted that the terminology used here is only for describing specific implementations, and is not intended to limit the exemplary implementations according to the present application. As used herein, unless the context clearly dictates otherwise, the singular is intended to include the plural, and it should also be understood that when the terms "comprising" and / or "comprising" are used in this specification, they mean There are features, steps, operations, means, components and / or ...

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Abstract

The present disclosure provides a modeling method for traffic flow in a service area of ​​an expressway, which includes: collecting the number of vehicles entering a certain service area for several days, calculating the change curve of traffic flow in the service area for each day and clustering it , to obtain the change pattern of vehicle inflow in multiple service areas; use the Gaussian mixture model to fit the time distribution of vehicle inflow in different service areas, and obtain the inflow model of multiple service areas; according to the main line near the service area The cross-sectional traffic volume, service area scale, distance between the service area and the front and rear service areas or cities are used to construct the inflow volume model of the service area, and a service area inflow traffic flow model with the individual characteristics of each service area is obtained.

Description

technical field [0001] The present disclosure relates to the field of traffic planning data analysis, and in particular to a modeling method for traffic flow in a service area of ​​an expressway. Background technique [0002] In intercity traffic, the expressway service area is a very important rest area. It provides a variety of services for traveling users. Reasonable expressway service area planning and operation can provide more convenience for passengers. Create greater profits. A very important factor to measure the operation effect of the service area is the change of the inbound traffic flow in the service area in a day. Too much inbound traffic will cause the service area to be overloaded, and too little inbound traffic will lead to waste of resources. Understanding the change pattern of incoming traffic flow in the service area can analyze the reasons for the change in incoming traffic flow, predict the subsequent change in traffic flow, and provide an important r...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/04G06Q10/06G06Q50/26G06K9/62G08G1/01
Inventor 李勇刘伟赵凯吴伟令金德鹏毕玉峰邵晓明马川义韩国华
Owner SHANDONG TRAFFIC PLANNING DESIGN INST
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