OPENTECHNICAL PUBLICATION
OT-2026-000000806

System for predictive operational analysis of a machinery component

Published: 2026-09-15T19:03:25.313282Z
Permanent URL: https://opentechnical.org/p/OT-2026-000000806
Categories: Sensors, Controls & Machine Vision > Industrial Control

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ABSTRACT

A system of digitally representing equipment failure comprising: a testing
assembly for testing a component of a manufacturing equipment wherein the
component includes a defect in a critical area included in the component; a
sensor in communications with the testing assembly for sensing a failure state
of the component, a set of computer readable instructions adapted for:
receiving a critical failure mode associated with the component, receiving a
testing dataset from the sensor representing testing results produced by the
testing assembly wherein the testing dataset includes initial data
representing an undamaged component and a failure dataset representing a
failed component, isolating a set of failure data representing a testing
status of the component from initial testing to failure of the component
determined by the critical failure mode, creating a usable lifetime model of
the component according to the set of failure data.

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OpenTechnical publication OT-2026-000000806
Published 2026-09-15T19:03:25.313282Z
https://opentechnical.org/p/OT-2026-000000806