Artificial intelligence for predictive maintenance applications: key components, trustworthiness, and future trends

A Ucar, M Karakose, N Kırımça - Applied Sciences, 2024 - mdpi.com
Predictive maintenance (PdM) is a policy applying data and analytics to predict when one of
the components in a real system has been destroyed, and some anomalies appear so that …

On the use of machine learning in supply chain management: a systematic review

MZ Babai, M Arampatzis, M Hasni… - IMA Journal of …, 2025 - academic.oup.com
Abstract Accepted by: Aris Syntetos Machine learning (ML) has evolved into a crucial tool in
supply chain management, effectively addressing the complexities associated with decision …

Identification of Criteria for Enabling the Adoption of Sustainable Maintenance Practice: An Umbrella Review

S Vasić, M Orošnjak, N Brkljač, V Vrhovac, K Ristić - Sustainability, 2024 - mdpi.com
The evolution from traditional industrial maintenance to sustainable maintenance (SM) is
pivotal within an existing industrial ecosystem. This study, utilising an umbrella review (UR) …

RCE (rationale–cogency–extent) criterion unravels features affecting citation impact of top-ranked systematic literature reviews: leaving the impression… is all you …

M Orošnjak, B Štrbac, S Vulanović, B Runje… - Scientometrics, 2024 - Springer
Hijacked from medical and health sciences, Systematic Literature Reviews (SLRs) are
widely (ab) used in many scientific domains. Considering the ability to provide transparency …

Benchmarking Maintenance Practices for Allocating Features Affecting Hydraulic System Maintenance: A West-Balkan Perspective

M Orošnjak, D Šević - Mathematics, 2023 - mdpi.com
As a consequence of the application advanced maintenance practices, the theoretical
probability of failures occurring is relatively low. However, observations of low levels of …

Predictive Maintenance of Machinery with Rotating Parts Using Convolutional Neural Networks

S Apeiranthitis, P Zacharia, A Chatzopoulos… - Electronics, 2024 - mdpi.com
All kinds of vessels consist of dozens of complex machineries with rotating parts and electric
motors that operate continuously in harsh environments with excess temperature, humidity …

Review on Cutting-Edge Innovations in Carbon Nanomaterials Reinforced Silicone Rubber Composites for Flexible Electronics and Healthcare Devices

V Kumar, N Parvin, SS Park, SW Joo… - ACS Applied Polymer …, 2024 - ACS Publications
Silicone rubber has emerged as a versatile material with significant advancements driving
its application in flexible electronics and healthcare devices. This review explores the cutting …

[PDF][PDF] Impact of agile, condition-based maintenance strategy on cost efficiency of production systems.

Á Bányai - Advances in Production Engineering & Management, 2023 - apem-journal.org
ABSTRACT ARTICLEINFO Maintenance plays an increasingly important role in the life of
production companies, as professional maintenance is an important prerequisite for the …

Intelligent Sensing of Thermal Error of CNC Machine Tool Spindle Based on Multi-Source Information Fusion

Z Yang, B Liu, Y Zhang, Y Chen, H Zhao, G Zhang… - Sensors, 2024 - mdpi.com
Aiming at the shortcomings of single-sensor sensing information characterization ability,
which is easily interfered with by external environmental factors, a method of intelligent …

A Parameter Sensitivity Analysis of Hydropower Units under Full Operating Conditions Considering Turbine Nonlinearity

D Liu, X Wei, J Zhang, X Hu, L Zhang - Sustainability, 2023 - mdpi.com
A parameter sensitivity analysis is an important part of the stability study of hydro turbine
regulation systems, which helps operators to deepen their understanding of the …