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This paper develops a hybrid data-driven physics-based model, which maps flight operational data to aircraft performance analysis, in order to estimate aircraft fuel consumption and flight condition information.
Yuan Lyu, Rhea P. Liem
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Design and Development of Flight Data Visualization Tool for Post Flight Analysis [PDF]
Data Analysis and Visualization play a significant role today. The data represented graphically are more attractive and easily understandable. The paper aims to describe the design and development cycle of a flight data visualization tool.
Ranjan Shashi +3 more
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Analysis of I.R.I.A.A Aviation Accidents from 1989 to 2019 Using Data Mining Tools [PDF]
Considering that the use of recorded information of past accidents and its analysis is very effective in safety policies and accident prevention, in this study, after creating a database of real data related to air accidents from 1989 to 1398, using The ...
Jalal Raee +2 more
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Hybrid Machine Learning–Statistical Method for Anomaly Detection in Flight Data
This paper investigates the use of an unsupervised hybrid statistical–local outlier factor algorithm to detect anomalies in time-series flight data. Flight data analysis is an activity carried out by airlines primarily as a means of improving the safety ...
Sameer Kumar Jasra +3 more
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Data-enhanced dynamic flight simulations for flight performance analysis
More often than not, airlines use aircraft in operating scenarios beyond their optimal design conditions, which negatively affects their performance characteristics. These effects are statistically reflected in flight operational data, which are indirectly constrained by air transportation management as well as aircraft design.
Dajung Kim, Arjit Seth, Rhea P. Liem
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A data-driven model for safety risk identification from flight data analysis
Most aviation accidents take place in the final phase of a flight. One possible accident is the runway overrun - the fact that an aircraft leaves the runway unexpectedly on landing.
Mickael Rey +3 more
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Research on Extraction and Recognition of Military Aircraft Complex Flight Action [PDF]
Aircraft flight action recognition and its corresponding flight parameter data extraction are the key contents of flight training quality analysis.
Li Chao, Zhang Yuan, Ji Wanfeng, Si Xiaofeng, Li Xuan
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Modeling and Analysis of Noise Emission Using Data from Flight Simulators
The main goal of this article is to examine the impact of various factors, including the aircraft take-off weight and configuration, on the noise and gaseous emissions.
Filip Tlałka, Paweł Rzucidło
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Magnetic clouds seen at different locations in the heliosphere [PDF]
We analyze two magnetic clouds (MCs) observed in different points of the heliosphere. The main aim of the present study is to provide a link between the different aspects of this phenomenon, starting with information on the origins of the MCs at the ...
L. Rodriguez +13 more
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Assessing Airport Landing Efficiency Through Large-Scale Flight Data Analysis
Trajectories optimisation is a major research topic in air transport and air traffic management, due to its profound impact both on passengers, airlines and the environment in general, and consequently on the perceived value and cost of air ...
Massimiliano Zanin
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