Predicting Future Machine Failure from Machine State Using Logistic Regression

04/17/2018

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by   Matthew Battifarano, et al.

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Accurately predicting machine failures in advance can decrease maintenance cost and help allocate maintenance resources more efficiently. Logistic regression was applied to predict machine state 24 hours in the future given the current machine state.