MODEL VERIFICATION APPARATUS, MODEL VERIFICATION METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM

• Main Authors: OKAMOTO, Hiromi, SATO, Masahiko, FUJII, Hideyuki, JINGUU, Yoshiyuki, MITOMO, Nobuhiro, TAKAMI, Go
• Format: Patent
• Language: English
• Published: 28.09.2023
• Subjects: CONTROL OR REGULATING SYSTEMS IN GENERAL; CONTROLLING; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS; PHYSICS; REGULATING

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.