Methodology for data-driven predictive maintenance models design, development and implementation on manufacturing guided by domain knowledge

O Serradilla, E Zugasti… - … Manufacturing, 2022 - Taylor & Francis
Predictive Maintenance data-driven models guided by domain knowledge. This will boost
industrial and manufacturing … to their requirements, enabling maintenance optimisation and …

Barriers to Predictive Maintenance implementation in the Italian machinery industry

CV Giada, P Rossella - IFAC-PapersOnLine, 2021 - Elsevier
… the manufacturing plant and offices and see the maintenance analytics platforms, object of
the analysis, working. During field observation, additional questions were asked to the people …

Systematic literature review on visual analytics of predictive maintenance in the manufacturing industry

X Cheng, JK Chaw, KM Goh, TT Ting, S Sahrani… - Sensors, 2022 - mdpi.com
… search phrases, which resulted in the terms “predictive maintenance” and “machine learning”
or “… that utilized predictive maintenance and visual analytics in the manufacturing sector, a …

An industry 4.0-enabled low cost predictive maintenance approach for smes

E Sezer, D Romero, F Guedea… - … and Innovation (ICE …, 2018 - ieeexplore.ieee.org
… Different manufacturing sectors and/or industrial areas are showing a growing interest in the
… competitive advantage strategies such as predictive maintenance strategies. Industry 4.0 …

Maintenance 4.0: Intelligent and predictive maintenance system architecture

A Cachada, J Barbosa, P Leitño… - 2018 IEEE 23rd …, 2018 - ieeexplore.ieee.org
… Since its origination, several AR applications have been envisioned and conceived to the
manufacturing sector, such as assembly, maintenance, and repair of machinery [20], [21], [24], […

On sustainable predictive maintenance: Exploration of key barriers using an integrated approach

K Karuppiah, B Sankaranarayanan, SM Ali - Sustainable Production and …, 2021 - Elsevier
… A country's manufacturing sector is critical for multiple reasons. India's manufacturing
serves as a significant contributor to the nation's economy, a major employment provider (10 …

Application of sensor data based predictive maintenance and artificial neural networks to enable Industry 4.0

JM Fordal, P Schjølberg, H Helgetun… - … in Manufacturing, 2023 - Springer
… [57]: “digital platforms in the manufacturing sector are considered crucial to upgrade industry,
… for monitoring manufacturing processes, for predictive and automated maintenance, digital …

Challenges in predictive maintenance–A review

P Nunes, J Santos, E Rocha - CIRP Journal of Manufacturing Science and …, 2023 - Elsevier
Predictive maintenance (PdM) aims the reduction of costs to increase the competitive
strength of the enterprises. It uses sensor data together with analytics techniques to optimize the …

Predictive maintenance for sme in industry 4.0

V Rastogi, S Srivastava, M Mishra… - 2020 Global Smart …, 2020 - ieeexplore.ieee.org
Predictive Maintenance is one such instance where IIoT improves various industrial …
about the recent technologies available in predictive maintenance with Industry 4.0. The survey …

Deployment of a smart and predictive maintenance system in an industrial case study

F Alves, H Badikyan, HJA Moreira… - 2020 IEEE 29th …, 2020 - ieeexplore.ieee.org
… Abstract—Industrial manufacturingPredictive maintenance involves the collection and
evaluation of data from machines to increase efficiency and optimization of the maintenance