Smart FactoryPredictive maintenance with a digital twin
When industrial equipment fails, the real problem is often not the cost of spare parts, but the forced downtime. The article shows the design of a predictive maintenance algorithm for a triplex pump using data obtained from the simulation of a digital twin of the pump under different failure conditions.
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Figure 8: Using a Fast Fourier Transform to extract training data. © Mathworks