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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-12595135-B1, on 7 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-2026-000001087

Predictive material handling equipment jam prevention

Published
Permanent URL
Classification
Material Handling › Conveying Systems
Inventors
BEROSKE CHELSEA MARIE, HALAWA FAROUQ, MOHAMMED RAASHID, ROCHELLE JESSE EDWARD, WILLOUGHBY TERRICK
Assignee
AMAZON TECH INC
Original source
US-12595135-B1, the United States Patent and Trademark Office, 7 April 2026
Document SHA-256
5a6f58b65e3d51a0326f899e177b2cecce6fc3c4d8c4ce9f31f13d1816995af4

Abstract

Techniques for predicting and preventing jams in material handling equipment are described. In an example, a device includes a camera that can generate a video including image frames showing a material handling equipment. The device also includes a computer system that can generate an input including the image frames to a machine learning model. The computer system can determine an output of the machine learning model based on the input that includes a prediction that a jam in the material handling equipment is to occur within a next time interval and a classification of the jam. The jam can involve an object being handled by the material handling equipment. The computer system can determine a jam prevention action to perform based on the classification. The computer system can cause the jam prevention action to be performed within the next time interval in association with the object to prevent the jam.

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Citation

OpenTechnical Publication OT-2026-000001087, “Predictive material handling equipment jam prevention,” published September 15, 2026 at 19:03:51 UTC, https://opentechnical.org/p/OT-2026-000001087.

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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.