Active PAR

P2975.2

Standard for Model Verification & Validation of Industrial Artificial Intelligence Systems

This standard defines verification and validation requirements and constraints to be satisfied by Artificial Intelligence Deep learning models developed and used for process efficiencies, process optimization and automation in the manufacturing industry. The standard covers the requirements for model biases, model drift, articulation of the model judgement, and consistency of the results. It also covers the constraints on model parameters such as accuracy, under-fit or over-fit in model learning and precision.

Sponsor Committee
C/SM - Smart Manufacturing Standards Committee
Status
Active PAR
PAR Approval
2023-02-15

Working Group Details

Society
IEEE Computer Society
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Sponsor Committee
C/SM - Smart Manufacturing Standards Committee
Working Group
P2975-2WG - Model Verification and Validation of Industrial AI Systems
IEEE Program Manager
Jiajia Liu
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