Autonomous, context-aware, adaptive Digital Twins—State of the art and roadmap

K Hribernik, G Cabri, F Mandreoli, G Mentzas - Computers in Industry, 2021 - Elsevier
Digital Twins are an important concept in the comprehensive digital representation of
manufacturing assets, products, and other resources, comprising their design and …

Industrial maintenance decision-making: A systematic literature review

E Ruschel, EAP Santos, EFR Loures - Journal of Manufacturing Systems, 2017 - Elsevier
The increasing competition among industries has leveraged the emergence of various tools
and methods for maintenance decision-making support. This paper identifies in literature the …

Iot open-source architecture for the maintenance of building facilities

V Villa, B Naticchia, G Bruno, K Aliev, P Piantanida… - Applied Sciences, 2021 - mdpi.com
The introduction of the Internet of Things (IoT) in the construction industry is evolving facility
maintenance (FM) towards predictive maintenance development. Predictive maintenance of …

Joint condition-based maintenance and inventory optimization for systems with multiple components

MCAO Keizer, RH Teunter, J Veldman - European Journal of Operational …, 2017 - Elsevier
Efficient (condition-based) maintenance planning and inventory control of spares for critical
components jointly determine the effectiveness of a maintenance strategy and, thereby …

[HTML][HTML] Hybrid-augmented intelligence in predictive maintenance with digital intelligent assistants

S Wellsandt, K Klein, K Hribernik… - Annual Reviews in …, 2022 - Elsevier
Industrial maintenance strategies increasingly rely on artificial intelligence to predict asset
conditions and prescribe maintenance actions. The related maintenance software and …

Intelligent decision support for maintenance: an overview and future trends

CJ Turner, C Emmanouilidis, T Tomiyama… - … Journal of Computer …, 2019 - Taylor & Francis
The changing nature of manufacturing, in recent years, is evident in industry's willingness to
adopt network-connected intelligent machines in their factory development plans. A number …

Condition-based maintenance using machine learning and role of interpretability: a review

J Sharma, ML Mittal, G Soni - International Journal of System Assurance …, 2022 - Springer
This article aims to review the literature on condition-based maintenance (CBM) by
analyzing various terms, applications, and challenges. CBM is a maintenance technique that …

Review, analysis and synthesis of prognostic-based decision support methods for condition based maintenance

A Bousdekis, B Magoutas, D Apostolou… - Journal of Intelligent …, 2018 - Springer
In manufacturing enterprises, maintenance is a significant contributor to the total company's
cost. Condition based maintenance (CBM) relies on prognostic models and uses them to …

Condition-based maintenance implementation: a literature review

HN Teixeira, I Lopes, AC Braga - Procedia Manufacturing, 2020 - Elsevier
Industrial companies are increasingly dependent on the availability and performance of their
equipment to remain competitive. This circumstance demands accurate and timely …

Managing physical assets: a systematic review and a sustainable perspective

G Sandu, O Varganova, B Samii - International Journal of …, 2023 - Taylor & Francis
Contemporary organisations recognise the need for Anthropocene disruptions and
transform their business models, restructure their operations, and re-engineer their supply …