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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-12607987-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-2026-000000354

Prompt engineering for artificial intelligence assisted industrial automation device troubleshooting

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Classification
Sensors, Controls & Machine Vision › Industrial Control
Original source
US-12607987-B2, the United States Patent and Trademark Office, 21 April 2026
Document SHA-256
a167533740fa578b9ad15d019e705393159048aabd216df45ac0f0fb5a59d935

Abstract

The present technology relates to artificial intelligence assisted device troubleshooting. In an implementation, an interface service of a human machine interface application trains a machine learning model on the content of an embeddings database. The interface service then receives an input comprising a context of an automation system design. The interface service generates a prompt that includes an instruction for the ML model to identify an anomaly type associated with the context of the automation system design and to generate a solution that addresses the anomaly type. The interface service transmits the prompt to the ML model and receives a response from the ML model that includes the anomaly type and the requested solution. After receiving a response, the interface service may modify the automation system design based on the content of the response and surface a graphical user interface that includes the modified design.

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Citation

OpenTechnical Publication OT-2026-000000354, “Prompt engineering for artificial intelligence assisted industrial automation device troubleshooting,” published September 15, 2026 at 19:02:47 UTC, https://opentechnical.org/p/OT-2026-000000354.

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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.