Software Open Access

Industrial Faults Predictive Maintenance (IFPM)

Gianfranco E Modoni

A data analytics module that, leveraging Machine Learning techniques, processes all the data received from shopfloor to identify potential faults.

Associated functionalities:

Consuming data produced from the shopfloor

  • Subscribing and listening the data streams produced from the shopfloor

Performing an analysis aimed at identifying a possible failure or imminent malfunction

  • Training of the adopted ML algorithm
  • Use of Linear Support Vector Machine algorithm, which performs binary classification leveraging a supervised training set.
Files (195.8 kB)
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FaultsPredictiveMaintenance.7z
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Data volume 3.9 MB3.9 MB
Unique views 8181
Unique downloads 2020

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