Machine Learning for the Predictive Maintenance of a Jaw Crusher in the Mining Industry

Mariya Guerroum,Mourad Zegrari,Abdelhafid Ait Elmahjoub,Mouna Berquedich,Malek Masmoudi

2021 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD)（2021）

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摘要

Diagnosis and prognosis are both crucial and interlinked steps in the context of predictive maintenance of rotating machines. Risk management correlated with machine Reliability within time intervention. In this paper, the most popular machine learning algorithms are tested and compared to serve Predictive maintenance purposes. The use case of this paper is an industrial jaw crusher from the minin...

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关键词

Radio frequency,Support vector machines,Fault diagnosis,Machine learning algorithms,Machine learning,Prediction algorithms,Data models

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