시계열 예측 기법을 이용한 다단계 지상이동시간 예측 방법 및 장치가 개시된다. 본 발명의 일실시예에 따른, 시계열 예측 기법을 이용한 다단계 지상이동시간 예측 방법은, 항공기에 대한 시불변(time-invariant)의 평균지상이동시간(average taxi-out time)을 연산하는 단계; 상기 항공기에 대한 시변(time-variant)의 추가지상이동시간(additional taxi-out time)을 연산하는 단계; 및 상기 평균지상이동시간과 상기 추가지상이동시간을 이용하여, 상기 항공기에 대한 다단계 지상이동시간(multi-step ahead taxi-out time)을 예측하는 단계를 포함할 수 있다.
A method and device for predicting a multi-step ahead taxi-out time using time-series forecasting are provided. The method of predicting a multi-step ahead taxi-out time using time-series forecasting may include calculating an average taxi-out time that is time-invariant for an aircraft, calculating an additional taxi-out time that is time-variant for the aircraft, and predicting a multi-step ahead taxi-out time for the aircraft using the average taxi-out time and the additional taxi-out time.
MULT-STEP AHEAD TAXI-OUT TIME PREDICITON METHOD AND DEVICES USING TIME SERIES FORECASTING
시계열 예측 기법을 이용한 다단계 지상이동시간 예측 방법 및 장치
2024-02-28
Patent
Electronic Resource
Korean
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / 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 |
MULT-STEP AHEAD TAXI-OUT TIME PREDICITON METHOD AND DEVICES USING TIME SERIES FORECASTING
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