On predictive maintenance in industry 4.0: Overview, models, and challenges
In the era of the fourth industrial revolution, several concepts have arisen in parallel with this
new revolution, such as predictive maintenance, which today plays a key role in sustainable …
new revolution, such as predictive maintenance, which today plays a key role in sustainable …
The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review
T Zheng, M Ardolino, A Bacchetti… - International Journal of …, 2021 - Taylor & Francis
Industry 4.0 (I4. 0) encompasses a plethora of digital technologies effecting on
manufacturing enterprises. Most research on this topic examines the effects in the smart …
manufacturing enterprises. Most research on this topic examines the effects in the smart …
From artificial intelligence to explainable artificial intelligence in industry 4.0: a survey on what, how, and where
Nowadays, Industry 4.0 can be considered a reality, a paradigm integrating modern
technologies and innovations. Artificial intelligence (AI) can be considered the leading …
technologies and innovations. Artificial intelligence (AI) can be considered the leading …
Industry 5.0 or industry 4.0 S? Introduction to industry 4.0 and a peek into the prospective industry 5.0 technologies
A Raja Santhi, P Muthuswamy - International Journal on Interactive Design …, 2023 - Springer
Abstract The Industrial Revolution can be termed as the transformation of traditional
industrial practices into new techniques dominated by the technologies available at that …
industrial practices into new techniques dominated by the technologies available at that …
[HTML][HTML] The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies
Digital technologies (DTs), such as the Internet of Things (IoT), big data, and data analytics,
are considered essential enablers of the circular economy (CE). However, as both CE and …
are considered essential enablers of the circular economy (CE). However, as both CE and …
Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time
S Ayvaz, K Alpay - Expert Systems with Applications, 2021 - Elsevier
In this study, a data driven predictive maintenance system was developed for production
lines in manufacturing. By utilizing the data generated from IoT sensors in real-time, the …
lines in manufacturing. By utilizing the data generated from IoT sensors in real-time, the …
Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges
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 …
concepts were born in conjunction with this new revolution, such as predictive maintenance …
Industry 4.0, digitization, and opportunities for sustainability
M Ghobakhloo - Journal of cleaner production, 2020 - Elsevier
The fourth industrial revolution and the underlying digital transformation, known as Industry
4.0, is progressing exponentially. The digital revolution is reshaping the way individuals live …
4.0, is progressing exponentially. The digital revolution is reshaping the way individuals live …
Maintenance transformation through Industry 4.0 technologies: A systematic literature review
Abstract Industry 4.0 is revolutionizing manufacturing, increasing flexibility, mass
customization, quality and productivity. In today's competitive manufacturing scenario …
customization, quality and productivity. In today's competitive manufacturing scenario …
Digital twin-based sustainable intelligent manufacturing: a review
B He, KJ Bai - Advances in Manufacturing, 2021 - Springer
As the next-generation manufacturing system, intelligent manufacturing enables better
quality, higher productivity, lower cost, and increased manufacturing flexibility. The concept …
quality, higher productivity, lower cost, and increased manufacturing flexibility. The concept …