Prognostics and health management: A review from the perspectives of design, development and decision
Prognostics and health management (PHM) is an enabling technology used to maintain the
reliable, efficient, economic and safe operation of engineering equipment, systems and …
reliable, efficient, economic and safe operation of engineering equipment, systems and …
Towards multi-model approaches to predictive maintenance: A systematic literature survey on diagnostics and prognostics
The use of a modern technological system requires a good engineering approach,
optimized operations, and proper maintenance in order to keep the system in an optimal …
optimized operations, and proper maintenance in order to keep the system in an optimal …
Developing an online data-driven approach for prognostics and health management of lithium-ion batteries
Lithium-ion batteries have achieved dominance in energy storage systems. Meanwhile,
there is a demand for the reliability of lithium-ion batteries. Battery prognostics and health …
there is a demand for the reliability of lithium-ion batteries. Battery prognostics and health …
Recent progress of chatter prediction, detection and suppression in milling
L Zhu, C Liu - Mechanical Systems and Signal Processing, 2020 - Elsevier
Machining chatter has been studied by scholars over the past decades, since chatter has a
significant impact on surface quality and productivity. Researchers have carried out …
significant impact on surface quality and productivity. Researchers have carried out …
A new dynamic predictive maintenance framework using deep learning for failure prognostics
KTP Nguyen, K Medjaher - Reliability Engineering & System Safety, 2019 - Elsevier
Abstract In Prognostic Health and Management (PHM) literature, the predictive maintenance
studies can be classified into two groups. The first group focuses on the prognostics step but …
studies can be classified into two groups. The first group focuses on the prognostics step but …
[HTML][HTML] Application of deep learning in facility management and maintenance for heating, ventilation, and air conditioning
Despite the promising results of deep learning research, construction industry applications
are still limited. Facility Management (FM) in construction has yet to take full advantage of …
are still limited. Facility Management (FM) in construction has yet to take full advantage of …
Towards machine-learning driven prognostics and health management of Li-ion batteries. A comprehensive review
Prognostics and health management (PHM) has emerged as a vital research discipline for
optimizing the maintenance of operating systems by detecting health degradation and …
optimizing the maintenance of operating systems by detecting health degradation and …
A review of artificial intelligence methods for engineering prognostics and health management with implementation guidelines
KTP Nguyen, K Medjaher, DT Tran - Artificial Intelligence Review, 2023 - Springer
The past decade has witnessed the adoption of artificial intelligence (AI) in various
applications. It is of no exception in the area of prognostics and health management (PHM) …
applications. It is of no exception in the area of prognostics and health management (PHM) …
A predictive model for the maintenance of industrial machinery in the context of industry 4.0
The Industry 4.0 paradigm is being increasingly adopted in the production, distribution and
commercialization chains worldwide. The integration of the cutting-edge techniques behind …
commercialization chains worldwide. The integration of the cutting-edge techniques behind …
Recommendation system using feature extraction and pattern recognition in clinical care systems
Medical information systems have been increasingly facilitating and improving the quality of
health monitoring, disease-trend modelling and early intervention with evidence-based …
health monitoring, disease-trend modelling and early intervention with evidence-based …