Challenges and opportunities of condition-based predictive maintenance: a review
The concept of maintenance has advanced significantly over the last decades from a
reactive service activity towards a pro-active one with more C-level attention. Among them …
reactive service activity towards a pro-active one with more C-level attention. Among them …
Machine learning-based predictive maintenance: A cost-oriented model for implementation
E Florian, F Sgarbossa, I Zennaro - International Journal of Production …, 2021 - Elsevier
Abstract Predictive Maintenance (PdM) is a condition-based maintenance strategy (CBM)
that carries out maintenance action when needed, avoiding unnecessary preventive actions …
that carries out maintenance action when needed, avoiding unnecessary preventive actions …
A novel decision support system for managing predictive maintenance strategies based on machine learning approaches
Nowadays, the industrial environment is characterised by growing competitiveness, short
response times, cost reduction and reliability of production to meet customer needs. Thus …
response times, cost reduction and reliability of production to meet customer needs. Thus …
[HTML][HTML] Alarm-based predictive maintenance scheduling for aircraft engines with imperfect Remaining Useful Life prognostics
I de Pater, A Reijns, M Mitici - Reliability Engineering & System Safety, 2022 - Elsevier
The increasing availability of condition monitoring data for aircraft components has
incentivized the development of Remaining Useful Life (RUL) prognostics in the past years …
incentivized the development of Remaining Useful Life (RUL) prognostics in the past years …
[HTML][HTML] Predictive maintenance for multi-component systems of repairables with Remaining-Useful-Life prognostics and a limited stock of spare components
I de Pater, M Mitici - Reliability Engineering & System Safety, 2021 - Elsevier
Aircraft maintenance is undergoing a paradigm shift towards predictive maintenance, where
the use of sensor data and Remaining-Useful-Life prognostics are central. This paper …
the use of sensor data and Remaining-Useful-Life prognostics are central. This paper …
Predictive maintenance analytics and implementation for aircraft: Challenges and opportunities
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 …
recent rise in the use of industrial predictive maintenance. In the aircraft industry, predictive …
Knowledge representation and reuse model of civil aircraft structural maintenance cases
R Lin, H Wang, J Wang, N Wang - Expert Systems with Applications, 2023 - Elsevier
Maintenance cases outside the Structural Repair Manual (OSRM) often occur in civil aircraft
structural maintenance (CASM) work. At this time, maintenance personnel needs to learn …
structural maintenance (CASM) work. At this time, maintenance personnel needs to learn …
On crack tip localisation in quasi-statically loaded, adhesively bonded double cantilever beam specimens by acoustic emission
RAA Lima, M Drobiazko, A Bernasconi… - Theoretical and Applied …, 2022 - Elsevier
The feasibility of acoustic emission structural health monitoring to detect, localise and
monitor crack propagation during quasi-static mode I loading of adhesively bonded joints …
monitor crack propagation during quasi-static mode I loading of adhesively bonded joints …
Predictive maintenance-bridging artificial intelligence and IoT
GG Samatas, SS Moumgiakmas… - 2021 IEEE World AI …, 2021 - ieeexplore.ieee.org
This paper highlights the trends in the field of predictive maintenance with the use of
machine learning. With the continuous development of the Fourth Industrial Revolution …
machine learning. With the continuous development of the Fourth Industrial Revolution …
Dynamic Predictive Maintenance in industry 4.0 based on real time information: Case study in automotive industries
B Einabadi, A Baboli, M Ebrahimi - IFAC-PapersOnLine, 2019 - Elsevier
In order to respond to today's dynamic needs of customers, customized mass production
systems have been more and more developed that, are facing with different challenges …
systems have been more and more developed that, are facing with different challenges …