OPENTECHNICAL PUBLICATION
OT-2026-000000363

Machine learning for detecting and modifying faulty controls

Published: 2026-09-15T19:02:47.723219Z
Permanent URL: https://opentechnical.org/p/OT-2026-000000363
Categories: Sensors, Controls & Machine Vision > Industrial Control

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ABSTRACT

In some aspects, a computing system may use machine learning to determine
whether a control is faulty or generate recommendations to make a modification
to a control. may identify a portion of problematic computer code that
implements the faulty control through the use of machine learning. A computing
system may use machine learning to generate embeddings that map incident data
and control data (e.g., computer-readable code of a control) to the same
vector space. Further, a computing system may use a weighting mechanism that
may be used to weight each sample used to train a machine learning model,
which may allow a model to train more efficiently.

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OpenTechnical publication OT-2026-000000363
Published 2026-09-15T19:02:47.723219Z
https://opentechnical.org/p/OT-2026-000000363