Analytics engine

A system comprising:

• at least one data processor;
• memory coupled to the at least one data processor, the memory storing instructions to cause the at least one data processor to perform operations comprising:
• receiving sensor data characterizing operational data associated with a machine;
• receiving a data analytic specification from a user;
• processing the received operational data using the data analytic;
• rendering, within a graphical user interface, a plurality of digital models characterizing the machine as a ranked list, wherein the digital models are configured to output values representing operational characteristics of the machine based upon the received operational parameters;
• receiving, via the graphical user interface, a user selection of a digital model from the rendered plurality of digital models;
• rendering, within the graphical user interface, a visual representation of the processed operational data and output values of the digital model;
• receiving additional sensor data;
• updating the output values of the selected digital model based on the received additional sensor data;
• determining, using the updated output values, a recommendation for modifying an operational parameter of the machine;
• and
• rendering, within the graphical user interface space, the recommendation.

A computer program product comprising a non-transitory machine-readable medium storing instructions that, when executed by at least one programmable processor that comprises at least one physical core and a plurality of logical cores, cause the at least one programmable processor to perform operations comprising:

• receiving sensor data characterizing operational data associated with a machine;
• receiving a data analytic specification from a user;
• processing the received operational data using the data analytic;
• rendering, within a graphical user interface, a plurality of digital models characterizing the machine as a ranked list, wherein the digital models are configured to output values representing operational characteristics of the machine based upon the received operational parameters;
• receiving, via the graphical user interface, a user selection of a digital model from the rendered plurality of digital models;
• rendering, within the graphical user interface, a visual representation of the processed operational data and output values of the digital models;
• receiving additional sensor data;
• updating the output values of the selected digital model based on the received additional sensor data;
• determining, using the updated output values, a recommendation for modifying an operational parameter of the machine;
• and
• rendering, within the graphical user interface space, the recommendation.