Intelligent fault diagnosis of an aircraft fuel system using machine learning—A literature review

J Li, S King, I Jennions - Machines, 2023 - mdpi.com
The fuel system, which aims to provide sufficient fuel to the engine to maintain thrust and
power, is one of the most critical systems in the aircraft. However, possible degradation …

Intelligent predictive maintenance (Ipdm) in forestry: A review of challenges and opportunities

J Maktoubian, MS Taskhiri, P Turner - Forests, 2021 - mdpi.com
The feasibility of reliably generating bioenergy from forest biomass waste is intimately linked
to supply chain and production processing costs. These costs are, at least in part, directly …

[HTML][HTML] The Dynamics of the Profit Margin in a Component Maintenance, Repair, and Overhaul (MRO) within the Aviation Industry: An Analytical Approach Using …

NŞ Uslu, AH Büyüklü - Sustainability, 2024 - mdpi.com
This study focuses on the dynamics of the profit margin within the aviation MRO industry,
using operational data from a small and medium-sized enterprise (SME) MRO company …

An AI-based digital twin case study in the MRO sector

A Apostolidis, KP Stamoulis - Transportation research procedia, 2021 - Elsevier
In this work, the concept of an Artificial Intelligence-based (AI) Digital Twin (DT) of an aircraft
system is introduced, with the goal to improve the corresponding MRO Operations. More …

Data analytics case studies in the maintenance, repair and overhaul (MRO) industry

M Pelt, K Stamoulis… - MATEC Web of …, 2019 - matec-conferences.org
Data analytics seems a promising approach to address the problem of unpredictability in
MRO organizations. The Amsterdam University of Applied Sciences in cooperation with the …

AI-based exhaust gas temperature prediction for trustworthy safety-critical applications

A Apostolidis, N Bouriquet, KP Stamoulis - Aerospace, 2022 - mdpi.com
Data-driven condition-based maintenance (CBM) and predictive maintenance (PdM)
strategies have emerged over recent years and aim at minimizing the aviation maintenance …

Evaluation of Artificial Intelligence Applications in Aviation Maintenance, Repair and Overhaul Industry via MCDM Methods

ME Aslan, AC Tolga - International Conference on Intelligent and Fuzzy …, 2022 - Springer
Airline operators are looking for ways to improve flight performance and flight safety, and to
minimize maintenance-repair costs and the number of unplanned breakdowns over time. It …

Well-adapted to bounded norms predictive model for aviation sensor systems

O Holubnychyi, O Lavrynenko, D Bakhtiiarov - International Workshop on …, 2023 - Springer
Aviation sensor systems deal with measurement systems, random processes and signals,
filtering, estimation and aiding approaches, and can take into account different predictive …

Possible applications of artificial intelligence algorithms in F-16 aircraft

T Krawczyk, M Papis, R Bielawski… - Zeszyty Naukowe …, 2024 - yadda.icm.edu.pl
The F-16 aircraft, widely used by the Polish Army Air Force, requires modifications based on
Artificial Intelligence (AI) algorithms to enhance its combat capabilities and performance …

A Novel, Non-Contact NDT Scanner Case Study: Thickness Measurement, Debonding and Defects Detection in Metallic and Composite Parts

A Volker, KP Stamoulis, C Schoemaker… - Journal of Physics …, 2024 - iopscience.iop.org
The NDT methods currently used in aviation MRO are predominantly labour-intensive and
time-consuming processes performed by human operators throughout the lifespan of an …