… Machine learning (ML) (a subset of … , the manufacturing industry has also begun to gain
benefits. With the current push for Smart Manufacturing and Industrie 4.0, ML for manufacturing is …

… Industry 4.0 fields, namely the smart grid, where ML and DL models are presented and
analyzed in terms of efficiency and effectiveness in smart grid applications. Lastly, trends and …

… PdM is inevitable for sustainable smart manufacturing in I4.0. Machine learning (ML)
techniques have emerged as a promising tool in PdM applications for smart manufacturing in I4.0, …

… Machine learning (ML), as a subfield of AI, has become the main driver of those … for smart
manufacturing and provides an overview of several ML algorithms (eg support vector machine, …

… Machine Learning (KML) framework for smart manufacturing, which embeds knowledge from
experience and, or physics information into the machine learning … for smart manufacturing …

… Finally, the challenges as well as future trends of deep learning in smart manufacturing are
… smart manufacturing to enable accurate insights for better decision making. Machine learning …

… legacy manufacturing systems into smart manufacturing … are based on classical machine
learning techniques, such as … intelligence, various machine learning algorithms have been …

… In manufacturing, a paradigm shift is happening right now. Advances in Big data and Machine
Learning (ML) is changing the traditional manufacturing era into the smart manufacturing …

… and machine learning applied to smart manufacturing are … production processes and machine
learning techniques applied … designed platform for smart manufacturing based on the six …

… opportunities to achieve smart manufacturing. This kind of manufacturing requires machines
… To attain this goal, data analytics and machine learning are indispensable. In this paper, we …