For many job sites, especially in the mining and tunneling industries, pumps are crucial to staying on schedule — when they start to fail, the entire project can be delayed. This case study present the result of the analysis of current, vibrations and temperature in order to anticipate pump failure.

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Sensors Data

Data description

Failures scenario