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Analysis method of flight operation situation law based on air traffic control track big data

A technology of operation status and big data, applied in data processing applications, database management systems, structured data retrieval, etc., can solve the problem of calculation and processing of flight operation law analysis tasks, and the scale of air traffic control historical track data. growth and other issues

Active Publication Date: 2021-01-26
THE 28TH RES INST OF CHINA ELECTRONICS TECH GROUP CORP
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  • Application Information

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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  • Analysis method of flight operation situation law based on air traffic control track big data
  • Analysis method of flight operation situation law based on air traffic control track big data
  • Analysis method of flight operation situation law based on air traffic control track big data

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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 a method for analyzing flight operation situation rules based on air traffic control track big data. This belongs to the field of air traffic management data processing and analysis and other data analysis; invented and realized the processing and analysis method of how to complete the analysis of flight operation situation rules based on air traffic control track big data, and innovatively proposed the method of using big data means to pass air traffic control track data Acquisition and preprocessing means to complete data preparation. Based on machine learning algorithm and distributed computing processing method, based on the improved K-means clustering algorithm, the mining and analysis of air traffic control track data is realized, which provides a theoretical and practical basis for the study of flight operation efficiency analysis and flight 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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Patent Type & Authority Patents(China)
IPC IPC(8): G08G5/00G06Q50/30G06K9/62G06F16/25G06F16/215
CPCG08G5/0043G06F16/215G06F16/258G06Q50/30G06F18/23213G06F18/24
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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