Data Science Application for Failure Data Management and Failure Prediction in the Oil and Gas Industry: A Case Study

In the industrial domain, maintenance is essential to guarantee the correct operations, availability, and efficiency of machinery and systems. With the advent of Industry 4.0, solutions based on machine learning can be used for the prediction of future failures by exploiting historical failure data....

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Hlavní autoři:	Simone Arena, Giuseppe Manca, Stefano Murru, Pier Francesco Orrù, Roberta Perna, Diego Reforgiato Recupero
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2022-10-01
Edice:	Applied Sciences
Témata:	predictive maintenance data analysis failure prediction machine learning data cleaning time series
On-line přístup:	https://www.mdpi.com/2076-3417/12/20/10617
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