OPENTECHNICAL PUBLICATION
OT-2026-000001886

Model verification apparatus, model verification method, and non-transitory computer readable medium

Published: 2026-09-15T19:09:17.831632Z
Permanent URL: https://opentechnical.org/p/OT-2026-000001886
Categories: Sensors, Controls & Machine Vision > Industrial Control

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ABSTRACT

Provided is a model verification apparatus including a model storage unit
configured to store a machine learning model that has been subjected to
machine learning, by using a learning sample including state data indicating a
state of equipment in which a controlled object is provided and action data
indicating an action for deciding a manipulated variable to be applied to the
controlled object, so as to output an action according to the state of the
equipment, a learning range identification unit configured to identify a
learning range indicating a range of the learning sample, a verification data
acquisition unit configured to acquire verification data indicating a
plurality of states of the equipment outside the learning range, and a
verification result output unit configured to output a verification result
indicating a plurality of actions to be output by the machine learning model
in response to an input of the verification data.

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OpenTechnical publication OT-2026-000001886
Published 2026-09-15T19:09:17.831632Z
https://opentechnical.org/p/OT-2026-000001886