Proceedings of the International Conference on Advance Transportation, Engineering, and Applied Science (ICATEAS 2022)

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Airport Visibility Prediction System to Improve Aviation Safety

Authors
Lady Silk Moonlight1, *, Bambang Bagus Harianto1, Ahmad Musadek1, Meita Maharani Sukma1, Teguh Arifianto2
1Politeknik Penerbangan Surabaya, Surabaya, Indonesia
2Politeknik Perkeretaapian, Madiun, Indonesia
*Corresponding author. Email: lady@poltekbangsby.ac.id
Corresponding Author
Lady Silk Moonlight
Available Online 21 February 2023.
DOI
10.2991/978-94-6463-092-3_18How to use a DOI?
Keywords
Backpropagation; Visibility; predicting; system
Abstract

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.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Advance Transportation, Engineering, and Applied Science (ICATEAS 2022)
Series
Advances in Engineering Research
Publication Date
21 February 2023
ISBN
10.2991/978-94-6463-092-3_18
ISSN
2352-5401
DOI
10.2991/978-94-6463-092-3_18How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Lady Silk Moonlight
AU  - Bambang Bagus Harianto
AU  - Ahmad Musadek
AU  - Meita Maharani Sukma
AU  - Teguh Arifianto
PY  - 2023
DA  - 2023/02/21
TI  - Airport Visibility Prediction System to Improve Aviation Safety
BT  - Proceedings of the International Conference on Advance Transportation, Engineering, and Applied Science (ICATEAS 2022)
PB  - Atlantis Press
SP  - 199
EP  - 210
SN  - 2352-5401
UR  - https://doi.org/10.2991/978-94-6463-092-3_18
DO  - 10.2991/978-94-6463-092-3_18
ID  - Moonlight2023
ER  -