---
publication_id: "OT-2026-000000806"
title: "System for predictive operational analysis of a machinery component"
published_at: "2026-09-15T19:03:25.313282Z"
canonical_url: "https://opentechnical.org/p/OT-2026-000000806"
categories:
  - "sensors-controls-machine-vision/industrial-control"
keywords:
  - "g05b23/0224"
  - "g05b2223/02"
---

# System for predictive operational analysis of a machinery component

## 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.