Prognostics and health management of industrial assets: Current progress and road ahead

L Biggio, I Kastanis - Frontiers in Artificial Intelligence, 2020 - frontiersin.org
… costs often derives from the maintenance of industrial assets. … on industrial manufacturers
across all industry segments is … the core ideas from Prognostic and Health Management (PHM). …

[HTML][HTML] Potential, challenges and future directions for deep learning in prognostics and health management applications

O Fink, Q Wang, M Svensen, P Dersin, WJ Lee… - … Applications of Artificial …, 2020 - Elsevier
… Despite the fact that complex industrial assets have been … predicting faults of complex
industrial assets has been limited. … to Prognostics and Health Management (PHM) applications. …

Prognostics and Health Management (PHM): Where are we and where do we (need to) go in theory and practice

E Zio - Reliability Engineering & System Safety, 2022 - Elsevier
health management of a SSC is necessary (eg avoid unexpected catastrophic failures,
reduce maintenance frequency, optimize spare parts and storage, optimize resources, etc.). Then…

Artificial intelligence in prognostics and health management of engineering systems

S Ochella, M Shafiee, F Dinmohammadi - Engineering Applications of …, 2022 - Elsevier
… and health management (PHM) has become a crucial aspect of the management of … -scale
datasets collected from physical assets to identify underlying failure mechanisms and …

Sustainable manufacturing, maintenance policies, prognostics and health management: A literature review

P Vrignat, F Kratz, M Avila - Reliability Engineering & System Safety, 2022 - Elsevier
… An important aspect of “life cycle” management is “asset management under hazards”,
and the present study introduces a novel concept, referred to as “lifetime resilience”. In recent …

[PDF][PDF] Maintenance management through intelligent asset management platforms (IAMP). Emerging factors, key impact areas and data models

AC Marquez, JFG Fernandez, PMG Fernández… - Energies, 2020 - psecommunity.org
… and analyze data from industrial assets. They are based on the use of digital technologies in
industry. Beside the fact … Log data analysis: To control the asset health during its operation; …

IoT based predictive maintenance management of medical equipment

A Shamayleh, M Awad, J Farhat - Journal of medical systems, 2020 - Springer
… The healthcare industry is always trying to improve health system operational efficiency, …
risks by 14% and extend the lifetime of an asset by 20% [15]. In the healthcare industry, …

[HTML][HTML] Advances in Integrated System Health Management for mission-essential and safety-critical aerospace applications

K Ranasinghe, R Sabatini, A Gardi, S Bijjahalli… - Progress in Aerospace …, 2022 - Elsevier
Health Management (ISHM) is a promising technology that fuses sensor data and historical
state-of-health … ISHM fundamentally relies on assessments and predictions of system health, …

A systematic methodology for Prognostic and Health Management system architecture definition

R Li, WJC Verhagen, R Curran - Reliability Engineering & System Safety, 2020 - Elsevier
… Prognostics and health management (PHM) has emerged as … economic affordability for
major industrial assets (eg aircraft, … the aim to optimize asset operations and maintenance while …

IoT and fog-computing-based predictive maintenance model for effective asset management in Industry 4.0 using machine learning

YK Teoh, SS Gill, AK Parlikad - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… Virtual assets include the data produced from IIoT. One of the applications of the industrial big
data is … Therefore, Industry 4.0 requires an effective asset management to optimize the task …