A systematic literature review of predictive maintenance for defence fixed-wing aircraft sustainment and operations

MJ Scott, WJC Verhagen, MT Bieber, P Marzocca - Sensors, 2022 - mdpi.com
In recent decades, the increased use of sensor technologies, as well as the increase in
digitalisation of aircraft sustainment and operations, have enabled capabilities to detect …

Predictive maintenance analytics and implementation for aircraft: Challenges and opportunities

I Stanton, K Munir, A Ikram, M El‐Bakry - Systems Engineering, 2023 - Wiley Online Library
The increase in available data from sensors embedded in industrial equipment has led to a
recent rise in the use of industrial predictive maintenance. In the aircraft industry, predictive …

[PDF][PDF] Machine learning based data driven diagnostics & prognostics framework for aircraft predictive maintenance

P Adhikari, HG Rao, M Buderath - … of the 10th International Symposium on …, 2018 - ndt.net
Recent trends of Digitalization across different industries have led to generation of massive
amounts of data. As a natural consequence, there is a surge in Advanced Machine Learning …

Prognostic and Health Management of Critical Aircraft Systems and Components: An Overview

S Fu, NP Avdelidis - Sensors, 2023 - mdpi.com
Prognostic and health management (PHM) plays a vital role in ensuring the safety and
reliability of aircraft systems. The process entails the proactive surveillance and evaluation of …

Predicting the remaining useful life of landing gear with prognostics and health management (PHM)

TH Hsu, YJ Chang, HK Hsu, TT Chen, PW Hwang - Aerospace, 2022 - mdpi.com
Landing gear is an essential part of an aircraft. However, the components of landing gear
are susceptible to degradation over the life of their operation, which can result in the shimmy …

Toward a methodology of requirements definition for prognostics and health management system to support aircraft predictive maintenance

R Li, WJC Verhagen, R Curran - Aerospace Science and Technology, 2020 - Elsevier
Aircraft maintenance has been further developed with predictive maintenance instead of
solely condition-based maintenance. Prognostics and health management (PHM) with …

Advanced multi-input system identification for next generation aircraft loads monitoring using linear regression, neural networks and deep learning

M Candon, M Esposito, H Fayek, O Levinski… - … Systems and Signal …, 2022 - Elsevier
Over the past decade, the ideologies surrounding Structural Health Monitoring (SHM) have
shifted drastically within the aerospace engineering disciplines, predominantly onus to rapid …

Recent trends and challenges in predictive maintenance of aircraft's engine and hydraulic system

K Khan, M Sohaib, A Rashid, S Ali, H Akbar… - Journal of the Brazilian …, 2021 - Springer
Predictive maintenance (PM) strategies are based on real-time data for diagnosis of
impending failure and prognosis of machine health. It is a proactive process, which needs …

Condition-Based Maintenance in Aviation: Challenges and Opportunities

WJC Verhagen, BF Santos, F Freeman, P van Kessel… - Aerospace, 2023 - mdpi.com
Condition-Based Maintenance (CBM) is a policy that uses information about the health
condition of systems and structures to identify optimal maintenance interventions over time …

Predictive maintenance in the military domain: a systematic review of the literature

J Dalzochio, R Kunst, JLV Barbosa, PCS Neto… - ACM Computing …, 2023 - dl.acm.org
Military troops rely on maintenance management projects and operations to preserve the
materials' ordinary conditions or restore them to combat or military training. Maintenance …