Predictive Maintenance Tools - A Global Survey

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Abstract: The importance given to the maintenance in the industrial world has grown over time, with new methods, new procedures and new challenges, due to the availability of new technologies. This paper focus on a global survey about predictive maintenance tools that support predictive maintenance, from the time series and decision trees until Artificial Intelligence. The approach of the several tools that can help the prediction is holistic, because new tools do not eliminate the importance of the old ones: they are complimentary and each new tool that is developed add potential for a better prediction. Additionally, it must be emphasized that some tools, that seem new are, in practice, old tools with new and powerful computational devices, assuming a new and strategic importance nowadays.

WSEAS Transactions on Systems and Control, ISSN / E-ISSN: 1991-8763 / 2224-2856, Volume 16, 2021, Art. #7

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Joao Rodrigues, Jose Torres Farinha, Antonio Marques Cardoso, "Predictive Maintenance Tools - A Global Survey," WSEAS Transactions on Systems and Control, vol. 16, pp. 96-109, 2021, DOI:10.37394/23203.2021.16.7
Joao Rodrigues, Jose Torres Farinha, Antonio Marques Cardoso. Predictive Maintenance Tools - A Global Survey. WSEAS Transactions on Systems and Control. 2021;16:96-109. 10.37394/23203.2021.16.7
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