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Air traffic control flight path big data-based airlines operation situation law analysis method

A technology of operation situation and analysis method, applied in data processing application, structured data retrieval, electronic digital data processing, etc., can solve the problem of calculation and processing of flight operation law analysis tasks, air traffic control historical track data, etc. Issues such as scale growth

Active Publication Date: 2019-10-15
THE 28TH RES INST OF CHINA ELECTRONICS TECH GROUP CORP
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AI Technical Summary

Problems solved by technology

With the growth of business systems and the complexity of flights, the scale of air traffic control historical track data is increasing explosively; existing methods cannot well solve the calculation and analysis tasks of flight operation rules under massive track data. deal with

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  • Air traffic control flight path big data-based airlines operation situation law analysis method
  • Air traffic control flight path big data-based airlines operation situation law analysis method
  • Air traffic control flight path big data-based airlines operation situation law analysis method

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Embodiment Construction

[0051] The present invention; The analysis method of flight operation situation law based on air traffic control track big data comprises the following steps:

[0052] Step 1. Analyze the track data source of air traffic control, confirm which monitoring device or system the track data comes from, select a suitable track data source, and execute step 2;

[0053] Step 2. According to the type and characteristics of track data in the data source, develop and deploy specific track data acquisition software; the acquisition software is carried out through the data source output interface and data format, and confirm that the track data that can be collected by the program contains key information; Important attribute information data collectors such as flight number, time stamp, longitude, latitude, altitude, speed, heading, etc., output in the form of binary messages or text files; perform step 3;

[0054] Step 3. According to the collection strategy and method of collection time...

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Abstract

The invention discloses an air traffic control flight path big data-based airlines operation situation law analysis method, and belongs to the field of air traffic management data processing analysisand other data analysis. The method is capable of realizing a processing analysis method for completing airlines operation situation law analysis on the basis of air traffic control flight path big data, and creatively puts forward a way for completing data preparation through air traffic control flight path data acquisition and pretreatment ways by utilizing a big data way. According to the method, the mining analysis of air traffic control flight path data is realized on the basis of a machine learning algorithm, a distributed calculation processing manner and an improved K-means clusteringalgorithm, and theoretical and practical foundations are provided for the researches of airlines operation performance analysis and airlines trajectory prediction.

Description

technical field [0001] The invention belongs to the field of air traffic management data processing and analysis and other data analysis. The invention is a method for analyzing flight operation situation rules based on air traffic control track big data realized in air traffic control data processing and analysis. Background technique [0002] At present, with the increase in the deployment of various systems and equipment in the field of air transportation, the continuous growth of software scale and the improvement of functions, the interaction between systems is becoming more and more frequent, which has brought about a rapid expansion of information increment and a large number, variety, and format differences. Various data with strong timeliness; most of the systems / software in the field of air traffic control are still running in the traditional mode, and the use of data and the realization of functions are based on the original stand-alone architecture; traditional da...

Claims

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Application Information

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IPC IPC(8): G08G5/00G06Q50/30G06K9/62G06F16/25G06F16/215
CPCG08G5/0043G06F16/215G06F16/258G06F18/23213G06F18/24G06Q50/40
Inventor 莫海健严勇杰丁辉王斌肖英超殷逸冰续龙飞
Owner THE 28TH RES INST OF CHINA ELECTRONICS TECH GROUP CORP
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