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This is a record of a document published elsewhere, first published by the United States Patent and Trademark Office, as US-12607995-B2, on 21 April 2026. OpenTechnical did not first disclose it. The identifier, hashes and timestamps below record what this library served and when, not when the material became public. View the original.

OT-2026-000000193

Automated analysis of non-stationary machine performance

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Sensors, Controls & Machine Vision › Industrial Control
Original source
US-12607995-B2, the United States Patent and Trademark Office, 21 April 2026
Document SHA-256
1ba16e1ecec16b41ee42dffd2c90d77727ac0318e66774366f65e3734ea99ce5

Abstract

A method for monitoring at least one machine including causing at least a first sensor to acquire at least a first non-stationary signal from at least one machine operating in a non-stationary manner during at least one operational time frame, the first sensor(s) providing at least a first non-stationary output, causing at least a second sensor to acquire at least a second non-stationary signal from the machine(s) during the operational time frame(s), the second sensor(s) providing at least a second non-stationary output, fusing the first non-stationary output(s) with the second non-stationary output(s) to produce a fused output, extracting at least one feature from the first and/or second non-stationary signal(s) based on the fused output, analyzing the feature(s) to ascertain a state of health of the machine(s) and performing a repair operation, maintenance operation and/or modification of operating parameters of the machine(s) based on the analyzed state of health.

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Citation

OpenTechnical Publication OT-2026-000000193, “Automated analysis of non-stationary machine performance,” published September 15, 2026 at 19:02:35 UTC, https://opentechnical.org/p/OT-2026-000000193.

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