DocumentCode
493525
Title
Flight Delay Alarming Analysis for an Airport Based on Markov
Author
Lv, Xiaojie ; Wang, Hong
Author_Institution
Sch. of Comput. Sci. & Technol., Civil Aviation Univ. of China, Tianjin
Volume
1
fYear
2009
fDate
7-8 March 2009
Firstpage
685
Lastpage
688
Abstract
Flight delay is the most prominent problem in the field of an airport to circulate to manage in recent years. In order to make a comparative accurate forecast of the flight delay situation, this paper gives an improved Markov model by adding the system with a weight adjustment. By using the optimization method, we compute state transition probability matrix, analyze the data from the capital airport, and forecast the probability of the departure flights in all the delaying time section. The probability of flight delay is divided into five levels. For each level we make a forecast with one day data chosen from the airport. The warning method for airport flight delay forecasting makes use of time fragmenting technique by an interval of 20 minutes. Simulation experiment gives out error analysis. And the comparison with delay probability getting from the practical data indicates that the forecast effect is ideal. It has good application value in the practical application.
Keywords
Markov processes; airports; forecasting theory; matrix algebra; optimisation; probability; Markov process; airport; airport flight delay forecasting; flight delay alarming analysis; optimization method; state transition probability matrix; Airports; Computer science; Delay effects; Economic forecasting; Educational technology; Error correction; Markov processes; Optimization methods; Predictive models; Probability; Markov chain; alarming; flight delay; forecast;
fLanguage
English
Publisher
ieee
Conference_Titel
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location
Wuhan, Hubei
Print_ISBN
978-1-4244-3581-4
Type
conf
DOI
10.1109/ETCS.2009.158
Filename
4958862
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