Security and safety are the most important things in the world of transportation, especially in aviation or air transportation. Safety and security matters are affected by factors such as visibility, wind direction, wind speed, temperature, dew point and barometric pressure. The most important of these factors is visibility. In world aviation, visibility is stated if the distance is more than 5 km. If the visibility is less than 5 km, the flight will be delayed until the visibility is declared safe. Therefore, in this study a system was built to ensure visibility for flight safety and security. The data in this study were taken from the Aviation Meteorology Center of the Meteorology, Climatology and Geophysics Agency, from Juanda International Airport of Surabaya. The visibility system built has an accuracy value of 93.22% or an RMSE value of 0.06776. In this system, the most appropriate number of parameters is determined, namely: the best learning rate is 0.001, the hidden layer unit is 24, and the number of iterations is 10,000 iterations.


    Access

    Download


    Export, share and cite



    Title :

    Airport Visibility Prediction System to Improve Aviation Safety


    Additional title:

    Advances in Engineering res



    Conference:

    International Conference on Advance Transportation, Engineering, and Applied Science ; 2022 ; Surabaya, Indonesia October 20, 2022 - October 20, 2022



    Publication date :

    2023-02-22


    Size :

    12 pages





    Type of media :

    Article/Chapter (Book)


    Type of material :

    Electronic Resource


    Language :

    English





    Research on Airport Aviation Safety Information System

    Chen, Yan ;Zhang, Shu Dong | Trans Tech Publications | 2011


    Visibility Prediction of Plateau Airport Based on LSTM

    Zixuan, Wu / Qingchi, Ye / Zhihong, Yi et al. | IEEE | 2021


    STEPS TO IMPROVE CEILING AND VISIBILITY FORECASTS FOR AVIATION

    Gurka, J. J. / Mosher, F. R. / American Meteorological Society et al. | British Library Conference Proceedings | 2000



    Visibility of airport runways

    Barr, N.L. / Hussman, Jr., T.A. / Parker, Jr., J.F. | Engineering Index Backfile | 1956