Machine Learning for industrial applications: A comprehensive literature review
Abstract Machine Learning (ML) is a branch of artificial intelligence that studies algorithms
able to learn autonomously, directly from the input data. Over the last decade, ML …
able to learn autonomously, directly from the input data. Over the last decade, ML …
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 …
Machine learning in predictive maintenance towards sustainable smart manufacturing in industry 4.0
Recently, with the emergence of Industry 4.0 (I4. 0), smart systems, machine learning (ML)
within artificial intelligence (AI), predictive maintenance (PdM) approaches have been …
within artificial intelligence (AI), predictive maintenance (PdM) approaches have been …
A systematic literature review of machine learning methods applied to predictive maintenance
TP Carvalho, FA Soares, R Vita, RP Francisco… - Computers & Industrial …, 2019 - Elsevier
The amount of data extracted from production processes has increased exponentially due to
the proliferation of sensing technologies. When processed and analyzed, data can bring out …
the proliferation of sensing technologies. When processed and analyzed, data can bring out …
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 …
A comprehensive review on convolutional neural network in machine fault diagnosis
With the rapid development of manufacturing industry, machine fault diagnosis has become
increasingly significant to ensure safe equipment operation and production. Consequently …
increasingly significant to ensure safe equipment operation and production. Consequently …
Industry 4.0: A bibliometric analysis and detailed overview
With the arrival of Industry 4.0, the overall transformation using digital integration and
intelligent engineering has taken a giant leap towards futuristic technology. All devices today …
intelligent engineering has taken a giant leap towards futuristic technology. All devices today …
Digital twin and big data towards smart manufacturing and industry 4.0: 360 degree comparison
With the advances in new-generation information technologies, especially big data and
digital twin, smart manufacturing is becoming the focus of global manufacturing …
digital twin, smart manufacturing is becoming the focus of global manufacturing …
A survey of predictive maintenance: Systems, purposes and approaches
This paper provides a comprehensive literature review on Predictive Maintenance (PdM)
with emphasis on system architectures, purposes and approaches. In industry, any outages …
with emphasis on system architectures, purposes and approaches. In industry, any outages …
Data-driven methods for predictive maintenance of industrial equipment: A survey
W Zhang, D Yang, H Wang - IEEE systems journal, 2019 - ieeexplore.ieee.org
With the tremendous revival of artificial intelligence, predictive maintenance (PdM) based on
data-driven methods has become the most effective solution to address smart manufacturing …
data-driven methods has become the most effective solution to address smart manufacturing …