In the STBO modeler and tactical surface scheduler for ATD-2 project, taxi speed decision trees are used to calculate the unimpeded taxi times of flights taxiing on the airport surface. The initial taxi speed values in these decision trees did not show good prediction accuracy of taxi times. Using the more recent, reliable surveillance data, new taxi speed values in ramp area and movement area were computed. Before integrating these values into the STBO system, we performed test runs using live data from Charlotte airport, with different taxi speed settings: 1) initial taxi speed values and 2) new ones. Taxi time prediction performance was evaluated by comparing various metrics. The results show that the new taxi speed decision trees can calculate the unimpeded taxi-out times more accurately.


    Zugriff

    Zugriff über TIB

    Verfügbarkeit in meiner Bibliothek prüfen


    Exportieren, teilen und zitieren



    Titel :

    Comparison of Taxi Time Prediction Performance Using Different Taxi Speed Decision Trees


    Beteiligte:
    Lee, Hanbong (Autor:in)

    Kongress:

    Joint Workshop for KARI-NASA ATM Research Collaboration ; 2017 ; Daejeon, Korea, Republic of


    Erscheinungsdatum :

    2017-05-23


    Medientyp :

    Sonstige


    Format :

    Keine Angabe


    Sprache :

    Englisch





    Taxi Demand Prediction Using LSTM and Optimized Taxi Geo-distribution

    Patole, Deepti / Mehta, Raj / Mehta, Chintan et al. | Springer Verlag | 2021


    TAXI VEHICLE AND TAXI SYSTEM

    KAKUCHI MAKOTO / IZUMIDA OSAMU / INOUE SHUNJI et al. | Europäisches Patentamt | 2022

    Freier Zugriff

    TAXI VEHICLE AND TAXI SYSTEM

    KAKUCHI MAKOTO / IZUMIDA OSAMU / INOUE SHUNJI et al. | Europäisches Patentamt | 2022

    Freier Zugriff

    TRAILER TOWING TAXI AND TAXI SERVICE METHOD USING TRAILER TOWING TAXI

    IWATSUKA KOICHI / OGAWA YOSHINARI | Europäisches Patentamt | 2020

    Freier Zugriff