Analyzing Factors Influencing Flight Delay Prediction

被引:0
|
作者
Dhanawade, Rutuja [1 ]
Deo, Mandar [1 ]
Khanna, Nidhi [1 ]
Deolekar, Rugved V. [1 ]
机构
[1] Vidyalankar Inst Technol, Dept Comp Engn, Mumbai, Maharashtra, India
来源
PROCEEDINGS OF THE 2019 6TH INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM) | 2019年
关键词
flight delay prediction; factors; flight delay analysis; air-traffic management;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The growing aviation industry has resulted in air-traffic causing flight delays. Flight delays have huge economic impact on airlines and also have harmful environmental effects. Therefore, it is important to detect the major factors influencing flight delay. The factors influencing the flight delay range from natural factors like weather to factors like day, month, etc. This paper gives an insight into the vital factors influencing flight delay. On observing wide variety of flight data, a list of factors responsible for the delay was generated. There are other factors influencing the delay as well, but their scope is limited. This list primarily categorizes delay into two types, namely departure delay and arrival delay. Some of these features influence the flight delay drastically while others have a minor impact. In order to develop an efficient flight delay prediction system, these features along with their degree of impact on the delay must be taken into consideration. This paper attempts at providing a detailed analysis of factors influencing the flight delay.
引用
收藏
页码:1003 / 1007
页数:5
相关论文
共 50 条
  • [21] FACTORS INFLUENCING THE DELAY OF METAMORPHOSIS OF MARINE GASTROPODS
    PECHENIK, JA
    AMERICAN ZOOLOGIST, 1979, 19 (03): : 957 - 957
  • [22] Factors influencing the selection of delay analysis methodologies
    Braimah, Nuhu
    Ndekugri, Issaka
    International Journal of Project Management, 2008, 26 (08) : 789 - 799
  • [23] Factors influencing the delay in childbearing: A narrative review
    Safdari-Dehcheshmeh, Faranak
    Noroozi, Mahnaz
    Taleghani, Fariba
    Memar, Soraya
    IRANIAN JOURNAL OF NURSING AND MIDWIFERY RESEARCH, 2023, 28 (01) : 10 - 19
  • [24] A Delay Prediction Method for the Whole Process of Transit Flight
    Zhao, Zheng
    Feng, Shicheng
    Song, Meiwen
    Liang, Qizhao
    AEROSPACE, 2022, 9 (11)
  • [25] Flight Delay Prediction Based on Characteristics of Aviation Network
    Zhou, Tan
    Gao, Qiang
    Chen, Xin
    Xun, Zongwei
    2018 6TH INTERNATIONAL CONFERENCE ON TRAFFIC AND LOGISTIC ENGINEERING (ICTLE 2018), 2019, 259
  • [26] Flight delay prediction based on machine learning method
    Fan, Yilu
    Proceedings of SPIE - The International Society for Optical Engineering, 2024, 13281
  • [27] Flight Delay Classification Prediction Based on Stacking Algorithm
    Yi, Jia
    Zhang, Honghai
    Liu, Hao
    Zhong, Gang
    Li, Guiyi
    JOURNAL OF ADVANCED TRANSPORTATION, 2021, 2021
  • [28] Flight Delay Propagation Prediction Based on Deep Learning
    Qu, Jingyi
    Wu, Shixing
    Zhang, Jinjie
    MATHEMATICS, 2023, 11 (03)
  • [29] Flight delay prediction from spatial and temporal perspective
    Li, Qiang
    Jing, Ranzhe
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 205
  • [30] A CNN-LSTM framework for flight delay prediction
    Li, Qiang
    Guan, Xinjia
    Liu, Jinpeng
    EXPERT SYSTEMS WITH APPLICATIONS, 2023, 227