Sector dynamic management decision-making method, server and system

A technology of dynamic management and decision-making method, applied in the aviation field, it can solve the problems of lack of traffic disturbance, unbalanced temporal and spatial distribution of operating load in flight airspace flow sectors, and inability to generate greater flexibility in route and airspace structure.

Active Publication Date: 2022-04-12
NANJING UNIV OF AERONAUTICS & ASTRONAUTICS
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

With the rapid development of the air transport industry in recent years, the domestic flight volume has continued to increase at an annual rate of 8-10%, and airspace resources have become increasingly tight. The relatively solid airspace structure and airspace resources have become increasingly tense and lack the flexibility to deal with traffic disturbances during operation. , while fixed air routes and airspace structures cannot produce greater flexibility, and short-term fluctuations in flight airspace flow tend to cause unbalanced temporal and spatial distribution of sectoral operating loads, which brings certain challenges to air traffic management

Method used

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  • Sector dynamic management decision-making method, server and system
  • Sector dynamic management decision-making method, server and system
  • Sector dynamic management decision-making method, server and system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0071] figure 1 It is a flow chart of the sector dynamic management decision method based on objective traffic characteristics involved in the present invention.

[0072] Such as figure 1 As shown, this embodiment 1 provides a dynamic sector management decision-making method based on objective traffic characteristics, including: constructing characteristic indicators of regional sector operation; screening the characteristic indicators; obtaining control decision-making rules according to the filtered characteristic indicators ; and obtain the actual decision-making of the sector according to the filtered feature indicators and control decision rules, construct a quantifiable calculation of the regional sector operation index system, and use mRMR supervised features and SPEC unsupervised feature selection algorithms to achieve comprehensive weighting of key feature indicators (key The characteristic index is the screening and dimensionality reduction of the selected character...

Embodiment 2

[0127] Figure 5 It is a functional block diagram of the sector dynamic management decision server based on objective traffic characteristics involved in the present invention.

[0128] Such as Figure 5 As shown, on the basis of embodiment 1, this embodiment 2 also provides a sector dynamic management decision server based on objective traffic characteristics, including: a characteristic index construction module, which constructs a characteristic index for regional sector operation; a screening module, Filter the characteristic indicators; the control decision-making rule acquisition module obtains the control decision-making rules according to the filtered characteristic indicators; and the sector actual decision-making acquisition module obtains the sector's actual decision-making according to the filtered characteristic indicators and control decision-making rules; each module's Specific functions and methods have been described in detail in Embodiment 1 and will not be ...

Embodiment 3

[0130] Figure 6 It is a functional block diagram of the sectoral dynamic management and decision-making system based on objective traffic characteristics involved in the present invention.

[0131] Such as Figure 6 As shown, on the basis of Embodiment 2, this Embodiment 3 also provides a sector dynamic management decision system based on objective traffic characteristics, including: a host computer and a server; the host computer is suitable for obtaining sector operating data , storing the operating data of the sector in the server to form historical operating data; the server is adapted to store the operating data of the sector, and the server is adapted to obtain the actual decision of the sector; the server is adapted to adopt embodiment 2 server in .

[0132] To sum up, the present invention constructs the characteristic indicators of regional sector operation; screens the characteristic indicators; obtains the control decision-making rules according to the filtered c...

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Abstract

The invention belongs to the field of aviation technology, and specifically relates to a sector dynamic management decision-making method, a server and a system, wherein the sector dynamic management decision-making method includes: constructing characteristic indicators of regional sector operation; screening the characteristic indicators; Obtain control decision-making rules for characteristic indicators; and obtain actual sector decision-making according to the filtered characteristic indicators and control decision-making rules, and construct a quantifiable calculation of regional sector operation index system, using wxya supervised features and SPEC The unsupervised feature selection algorithm comprehensively weights to realize the screening and dimensionality reduction of key feature indicators, and further selects the decision tree algorithm to extract the sector dynamic opening and closing decision rules that adapt to the controller's cognition and control ability, and utilizes the predictability of key feature indicators, Design a scientific decision-making model for dynamic opening and closing of tactical / pre-tactical sectors based on objective traffic characteristic prediction.

Description

technical field [0001] The invention belongs to the field of aviation technology, and in particular relates to a sector dynamic management decision method, server and system. Background technique [0002] Dynamic airspace management is an effective method to balance flight demand and control load, and how to discover effective decision-making rules to avoid extensive experience-based management is one of its key contents. With the rapid development of the air transport industry in recent years, the domestic flight volume has continued to increase at an annual rate of 8-10%, and airspace resources have become increasingly tight. The relatively solid airspace structure and airspace resources have become increasingly tense and lack the flexibility to deal with traffic disturbances during operation. , while fixed air routes and airspace structures cannot produce greater flexibility, and short-term fluctuations in flight airspace flow can easily cause unbalanced temporal and spat...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/00G06Q10/04G06Q10/06
CPCG06Q10/04G06Q10/06393G06Q50/30G06F18/24323
Inventor 袁立罡吕晓文陈海燕谢华毛继志张颖王兵李杰
Owner NANJING UNIV OF AERONAUTICS & ASTRONAUTICS
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