The invention discloses an airport scene operation efficiency optimization system and method based on an intelligent technology. According to the invention, by arranging the taxiway data acquisition and prediction module, the aircraft state and scheduling data acquisition module, the taxiway resource real-time monitoring module, the path planning and optimization result generation module and the global decision and feedback module, intelligent management of airport scene operation is realized. Predicting the use condition of the taxiway in advance through a taxiway congestion prediction algorithm based on time sequence analysis; dynamically generating an optimal sliding path and scheduling plan based on a path planning and scheduling optimization algorithm of reinforcement learning; and carrying out global operation optimization decision making by using a Bayesian decision network to generate a global optimal scheme. The airport operation efficiency is improved, taxiway congestion is reduced, and the taxiing time of the aircraft is shortened.

    本发明公开了基于智能化技术的机场场面运行效率优化系统及方法。本发明通过设置滑行道数据采集与预测模块、航空器状态与调度数据采集模块、滑行道资源实时监测模块、路径规划与优化结果生成模块和全局决策与反馈模块,实现对机场场面运行的智能化管理。通过时间序列分析的滑行道拥堵预测算法,提前预测滑行道使用情况;基于强化学习的路径规划与调度优化算法,动态生成最优滑行路径与调度计划;利用贝叶斯决策网络进行全局运行优化决策,生成全局最优方案。本发明提升了机场运行效率,减少了滑行道拥堵,降低了航空器的滑行时间。


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    Titel :

    Airport scene operation efficiency optimization system and method based on intelligent technology


    Weitere Titelangaben:

    基于智能化技术的机场场面运行效率优化系统及方法


    Beteiligte:
    LI CHANGCHENG (Autor:in) / HU MINGHUA (Autor:in) / ZHAO ZHENG (Autor:in) / PENG YING (Autor:in) / XIE HUA (Autor:in) / YUAN LIGANG (Autor:in)

    Erscheinungsdatum :

    07.02.2025


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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