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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-12578695-B2, on 17 March 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-2026-000001902

Predictive model data stream prioritization

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Classification
Sensors, Controls & Machine Vision › Industrial Control
Inventors
CARDNO ANDREW, CELLA CHARLES H, GOODMAN BENJAMIN D, MALCHEV HRISTO
Assignee
STRONG FORCE VCN PORTFOLIO 2019 LLC
Original source
US-12578695-B2, the United States Patent and Trademark Office, 17 March 2026
Document SHA-256
219cf90d32a49f4c8d041aa51c478a7aa112f585161ee7fd5abf53470c720ae7

Abstract

A method for prioritizing predictive model data streams includes receiving, by a first device, a plurality of predictive model data streams. Each predictive model data stream includes a set of model parameters for a corresponding predictive model. Each predictive model is trained to predict future data values of a data source. The method includes prioritizing, by the first device, priorities to each of the plurality of predictive model data streams. The method includes selecting at least one of the predictive model data streams based on a corresponding priority. The method includes parameterizing, by the first device, a predictive model using the set of model parameters included in the selected predictive model data stream. The method includes predicting, by the first device, future data values of the data source using the parameterized predictive model.

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OpenTechnical Publication OT-2026-000001902, “Predictive model data stream prioritization,” published September 15, 2026 at 19:09:24 UTC, https://opentechnical.org/p/OT-2026-000001902.

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