Predictive maintenance model design system

A computer implemented method of generating a predictive maintenance model, comprising:

• receiving a historical dataset relating to each system of a plurality of systems, the historical dataset including maintenance data and operational data,
• displaying one or more algorithm templates and one or more data features calculated from the operational data in a graphical user interface,
• receiving a selection of an algorithm template, a data feature, and a first value of a parameter associated with the algorithm template,
• training and evaluating the selected algorithm template on the selected data feature according to the first value of the parameter,
• displaying a first result of a metric of the evaluation in the graphical user interface, and
• generating a predictive maintenance model, using the selected algorithm template.

A computer program product for generating predictive maintenance models, the computer program product comprising:

• a non-transitory computer-readable storage medium having computer-readable program code embodied in the storage medium, the computer-readable program code configured to cause a data processing system to generate a predictive maintenance model, the computer-readable program code comprising:
• at least one instruction to receive a historical dataset relating to each system of a plurality of systems, the historical dataset including maintenance data and operational data,
• at least one instruction to display one or more algorithm templates and one or more data features calculated from the operational data in a graphical user interface,
• at least one instruction to receive a selection of an algorithm template, a data feature, and a first value of a parameter associated with the algorithm template,
• at least one instruction to train and evaluate the selected algorithm template on the selected data feature according to the first value of the parameter,
• at least one instruction to display a first result of a metric of the evaluation in the graphical user interface, and
• at least one instruction to generate a predictive maintenance model, using the selected algorithm template.