Designing a business model for machine learning based predictive maintenance

S Braun, VR Deep Eli - 2020 - odr.chalmers.se
Sammanfattning This Master's Thesis examined the predictive maintenance industry and
focused on designing a business model for machine learning based predictive …

A system approach to implementation of predictive maintenance with machine learning

C Ye - 2018 - dspace.mit.edu
Digital technology is changing the industrial sector, yet how to make rational use of some
technologies and create considerable value in a variety of industrial scenarios is an issue …

Implementing Predictive Maintenance: For Small and Medium-Sized Enterprises

I Holmkvist - 2024 - diva-portal.org
Maintenance has always been an important aspect for industrial companies, with new
technologies allowing for predictive maintenance to be an option. Collected sensor data …

Predictive maintenance project implementation based on data-driven & data mining

Z Znaidi, MEH Ech-Chhibat, A Khiat… - … Research in Applied …, 2023 - ieeexplore.ieee.org
Today's global economy is experiencing a sharper slowdown than ever before. With a
higher risk of deterioration or disappearance of manufacturing companies than usual. As a …

Predictive Maintenance in HVAC System utilizing Machine Learning

I Abdulle, R Dang - 2021 - odr.chalmers.se
The fourth industrial revolution is present in today's landscape of industrial engi-neering and
digitalization has emerged to be a vital part of an organization's product portfolio. Industry 4 …

[PDF][PDF] Machine Learning for Predictive Maintenance in Manufacturing Industries

S Mutsuddi - academia.edu
For manufacturing sectors to operate at peak efficiency and safety, predictive maintenance is
essential. With the examination of machine data and the detection of anomalies, machine …

Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges

J Dalzochio, R Kunst, E Pignaton, A Binotto… - Computers in …, 2020 - Elsevier
In recent years, the fourth industrial revolution has attracted attention worldwide. Several
concepts were born in conjunction with this new revolution, such as predictive maintenance …

Data mining in predictive maintenance systems: A taxonomy and systematic review

A Esteban, A Zafra, S Ventura - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Predictive maintenance is a field of study whose main objective is to optimize the timing and
type of maintenance to perform on various industrial systems. This aim involves maximizing …

An overview of the application of machine learning in predictive maintenance

NT Tran, HT Trieu, VT Tran, HH Ngo… - Petrovietnam …, 2021 - tapchidaukhi.com
With the rise of industrial artificial intelligence (AI), smart sensing, and the Internet of Things
(IoT), companies are learning how to use their data not only for analysing the past but also …

A method for implementation of machine learning solutions for predictive maintenance in small and medium sized enterprises

R Welte, M Estler, D Lucke - Procedia CIRP, 2020 - Elsevier
In recent years, machine learning algorithms have made a huge development in
performance and applicability in industry and especially maintenance. Their application …