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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-12601396-B2, on 14 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-2026-000000857

Predictive modeling of health of a driven gear in an open gear set

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Classification
Industrial Motion & Power Transmission › Rotary Motion
Original source
US-12601396-B2, the United States Patent and Trademark Office, 14 April 2026
Document SHA-256
9532c1a951106a5bbb3fcf8c76df0fca04fb973d2427075c6282c49b4136739c

Abstract

A system for predictive modeling of wear or damage to a driven gear of an open gear set is provided. A method of developing a predictive model of wear or damage to a driven gear of an open gear set is also provided. The system and method allow for autonomous, non-interfering dynamic collection of data that are used to assist in developing maintenance schedules for large open gear sets. More specifically, it is directed to utilizing data from monitored pinion gears of girth gear sets under full load operating conditions to predict health of a girth gear in the girth gear set.

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Citation

OpenTechnical Publication OT-2026-000000857, “Predictive modeling of health of a driven gear in an open gear set,” published September 15, 2026 at 19:03:30 UTC, https://opentechnical.org/p/OT-2026-000000857.

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This record reproduces a document published elsewhere and is provided for reference and study. Rights in the original remain with its owner. See the publication policy.