Nowcasting algorithm for wind fields using ensemble forecasting and aircraft flight data
Sign Up to like & getrecommendations! Published in 2018 at "Meteorological Applications"
DOI: 10.1002/met.1704
Abstract: This study proposes an algorithm that combines ensemble numerical weather-prediction model data and aircraft flight data in a wind nowcasting system for safe and efficient aircraft operation. It uses an ensemble-weighted average method based on… read more here.
Keywords: aircraft; forecast performance; flight data; flight ... See more keywords
Online system identification of mini cropped delta UAVs using flight test methods
Sign Up to like & getrecommendations! Published in 2018 at "Aerospace Science and Technology"
DOI: 10.1016/j.ast.2018.07.008
Abstract: Abstract The current manuscript presents the longitudinal and lateral directional online parameter estimation of two unmanned aerial vehicles (UAVs) using sequential Least Squares formulation in frequency domain. The two fixed wing UAVs share a similar… read more here.
Keywords: system; flight data; cropped delta; flight ... See more keywords
Investigating the impacts of COVID-19 on aviation safety based on occurrences captured through flight data monitoring.
Sign Up to like & getrecommendations! Published in 2022 at "Ergonomics"
DOI: 10.1080/00140139.2022.2155317
Abstract: The COVID-19 pandemic led to growing concerns about pilots' proficiency due to the significant decrease in flight operations. The objective of this research is to provide a proactive approach to mitigate potential risks in flight… read more here.
Keywords: safety; data monitoring; flight data; covid pandemic ... See more keywords
Proactive flight safety – a feasibility study on optimal use of flight data monitoring and incident reports in an airline
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Occupational Safety and Ergonomics"
DOI: 10.1080/10803548.2021.1899608
Abstract: Objectives. This study aimed to identify problems with the use of flight data monitoring (FDM) and incident report systems in an airline, present considerations for improvement and suggest a model of how these considerations relate… read more here.
Keywords: use flight; flight; flight safety; flight data ... See more keywords
Aircraft neural modeling and parameter estimation using neural partial differentiation
Sign Up to like & getrecommendations! Published in 2018 at "Aircraft Engineering and Aerospace Technology"
DOI: 10.1108/aeat-02-2016-0021
Abstract: Purpose The purpose of this paper is to build a neural model of an aircraft from flight data and online estimation of the aerodynamic derivatives from established neural model. Design/methodology/approach A neural model capable of… read more here.
Keywords: aircraft; estimation; parameter estimation; flight data ... See more keywords
ADMOST: UAV Flight Data Anomaly Detection and Mitigation via Online Subspace Tracking
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2018.2863499
Abstract: Since the control laws require sensor feedback to set the current dynamic state of the unmanned aerial vehicle (UAV), incorrect readings may lead to potentially catastrophic conditions. Thus, automated detection and mitigation of UAV flight… read more here.
Keywords: flight data; detection mitigation; anomaly detection; subspace ... See more keywords
Multivariate Regression-Based Fault Detection and Recovery of UAV Flight Data
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2019.2935576
Abstract: With the wide applications of the unmanned aerial vehicle (UAV), operating safety becomes a critical issue. Thus, fault detection (FD) has been focused, which can realize fault alarm and schedule maintenance in time. Since the… read more here.
Keywords: flight; flight data; uav flight; recovery ... See more keywords
Unmanned Aerial Vehicle Flight Data Anomaly Detection and Recovery Prediction Based on Spatio-Temporal Correlation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Reliability"
DOI: 10.1109/tr.2021.3134369
Abstract: With the development of unmanned aerial vehicle (UAV) technology, a UAV is gradually applied to a variety of civil fields, such as photography, power line inspection, and environmental monitoring. At the same time, the safety… read more here.
Keywords: spatio temporal; correlation; anomaly detection; flight data ... See more keywords