Aircraft flight regime recognition with deep temporal segmentation neural network
Timely and effective flight regime recognition is one of the key tasks for structural usage
monitoring, it can provide early warning to the dangerous regime. However, existing …
monitoring, it can provide early warning to the dangerous regime. However, existing …
Classification of manifold learning based flight fingerprints of UAVs in air traffic
Ü Çelik, H Eren - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
As the number of UAVs (Unmanned Aerial Vehicles) and the market size have been
expanding rapidly in recent years, projects such as NextGen and SESAR aim to include …
expanding rapidly in recent years, projects such as NextGen and SESAR aim to include …
Intelligent temporal detection network for boundary-sensitive flight regime recognition
Flight regime recognition is critical in guaranteeing flight safety, making informed
maintenance decisions for key components, and evaluating flight quality. However, previous …
maintenance decisions for key components, and evaluating flight quality. However, previous …
Time-dependent effect of advanced driver assistance systems on driver behavior based on connected vehicle data
This paper proposes a novel functional data analysis approach to investigate the time-
dependent effect of advanced driver assistance systems (ADAS), specifically forward …
dependent effect of advanced driver assistance systems (ADAS), specifically forward …
Data engineering for predictive machine learning of stormwater infrastructure conditions
Culverts are stormwater structures that require ongoing condition assessment and proactive
maintenance for optimal performance to reduce flooding, especially in urban areas …
maintenance for optimal performance to reduce flooding, especially in urban areas …
Enhancing Flight Condition Recognition Performance through Functional Similarity
Flight Condition Recognition (FCR) is pivotal for aviation safety, enabling the recognition of
the real usage spectrum and thus adapting and optimizing the maintenance schedule …
the real usage spectrum and thus adapting and optimizing the maintenance schedule …
Data-Driven Model to Predict Aircraft Vibration Environment
Vibration levels that onboard equipment must be able to withstand throughout their lives for
correct operation are mainly determined experimentally because predicting the dynamic …
correct operation are mainly determined experimentally because predicting the dynamic …
A critical review of energy consumption and optimization strategies in the Nigerian aviation sector: challenges and prospects
OF Orikpete, NM Gungura, E Ehimare… - Bulletin of the National …, 2023 - Springer
Background The global aviation industry plays a crucial role in socioeconomic
advancement. However, its notable energy consumption has garnered attention due to the …
advancement. However, its notable energy consumption has garnered attention due to the …
Summarization of Flight Data for Maintenance
AM Spexet, N Breen - AIAA AVIATION FORUM AND ASCEND 2024, 2024 - arc.aiaa.org
Data summarization is a process to reduce and segment data. The summarization itself can
be the end product, or a step towards subsequent calculations on more refined, relevant, or …
be the end product, or a step towards subsequent calculations on more refined, relevant, or …
Data-Driven Analytics Tools to Support Prioritized Management of Stormwater Infrastructure
Maintenance of aging underground infrastructure compounded with urbanization
encroachment and economic pressures have caused a number of challenges for municipal …
encroachment and economic pressures have caused a number of challenges for municipal …