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
Learn More About IEEE Computer Society - Sponsor Committee
- C/SM - Smart Manufacturing Standards Committee
- Working Group
-
DigR-wg - Digital Representation WG
Learn More About DigR-wg - Digital Representation WG - IEEE Program Manager
- Christian Orlando
Contact Christian Orlando - Working Group Chair
- PADMASRI KRISHNAMURTHY
Other Activities From This Working Group
Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.
P2975.1
Standard for Industrial Artificial Intelligence (AI) Data Attributes
This standard defines attributes related to industrial Artificial Intelligence (AI) data that facilitates the classification, association, and mapping towards value creation using data. The attributes include but are not limited to data source, type, ownership, sampling frequency, traceability, privacy attributes for modeling, sampling, shareability and its use in AI algorithms.
P2975.3
Recommended Practice for Software Framework for Industrial Artificial Intelligence (AI) At-the-edge
This recommended practice describes a software framework for industrial AI at-the-edge, including key features, software building blocks for functionalities and interfaces. It also defines recommendations for use of AI software frameworks in industrial control systems. AI at-the-edge refers to an Artificial Intelligence system deployed at a compute node that is deployed as part of a computer cluster.
Standards approved by the IEEE SA Standards Board that are within the 10-year lifecycle.
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These standards have been replaced with a revised version of the standard, or by a compilation of the original active standard and all its existing amendments, corrigenda, and errata.
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