Digital twin applications in aviation industry: A review

M Xiong, H Wang - The International Journal of Advanced Manufacturing …, 2022 - Springer
As a highly secure and reliable system, aviation faces challenges including digital
transformation, high production operation costs, low maintenance efficiency, and intensive …

Exploring Prognostic and Diagnostic Techniques for Jet Engine Health Monitoring: A Review of Degradation Mechanisms and Advanced Prediction Strategies

MG De Giorgi, N Menga, A Ficarella - Energies, 2023 - mdpi.com
Maintenance is crucial for aircraft engines because of the demanding conditions to which
they are exposed during operation. A proper maintenance plan is essential for ensuring safe …

A comparative analysis of exhaust gas temperature based on machine learning models for aviation applications

VE Atasoy, AE Suzer, S Ekici - Journal of Energy …, 2022 - asmedigitalcollection.asme.org
The main objective of this study is to investigate elaborately the relationship between
exhaust gas temperature (EGT) and various operational parameters specific to aero-engine …

[HTML][HTML] Long-term hazard assessment of explosive eruptions at Jan Mayen (Norway) and implications for air traffic in the North Atlantic

M Titos, B Martínez Montesinos… - … Hazards and Earth …, 2022 - nhess.copernicus.org
Volcanic eruptions are among the most jeopardizing natural events due to their potential
impacts on life, assets, and the environment. In particular, atmospheric dispersal of volcanic …

[HTML][HTML] Aircraft engine dust ingestion at global airports

CL Ryder, C Bézier, HF Dacre… - … Hazards and Earth …, 2024 - nhess.copernicus.org
Atmospheric mineral dust aerosol constitutes a threat to aircraft engines from deterioration of
internal components. Here we fulfil an overdue need to quantify engine dust ingestion at …

Outstretching population growth theory towards surface contamination

A Suman, A Vulpio, N Casari, M Pinelli - Powder Technology, 2021 - Elsevier
Nanoparticle surface interaction is a common phenomenon, even if a general explanation of
nanoparticle deposit growth is still unknown. For several applications, the adhesion of such …

Microtomography of soil and soot deposits: Analysis of three-dimensional structures and surface morphology

A Suman, A Vulpio, M Pinelli… - … of Engineering for …, 2022 - asmedigitalcollection.asme.org
The detrimental effects generated by the gas turbine fouling phenomenon are well known.
Due to soil and soot particles ingestion, gas turbines experience performance drops related …

Extreme learning machine-based diagnostics for component degradation in a microturbine

N Menga, A Mothakani, MG De Giorgi, R Przysowa… - Energies, 2022 - mdpi.com
Micro turbojets are used for propelling radio-controlled aircraft, aerial targets, and personal
air vehicles. When compared to full-scale engines, they are characterized by relatively low …

Revealing dominant patterns of aerosol regimes in the lower troposphere and their evolution from preindustrial times to the future in global climate model simulations

J Li, M Righi, J Hendricks, CG Beer… - Atmospheric …, 2024 - acp.copernicus.org
Aerosols play an important role in the Earth system, but their impact on cloud properties and
the resulting radiative forcing of climate remains highly uncertain. The large temporal and …

High-temperature deposition model for molten particle prediction based on droplet-surface interaction criteria

C Yang, Y Wang, X Chen, K Cheng, J Li… - … Communications in Heat …, 2024 - Elsevier
Particle deposition in gas turbine engines damages blade surfaces and diminishes engine
performance. Deposition results from heat and momentum exchanges between fluid and …