Standards & evidence
Standards-aware transformer APM without overclaiming compliance.
Use these official-source reference pages to frame evidence, data contracts, AI governance, and pilot boundaries for GridAPM evaluations.
Reference map
Seven standards along the evidence workflow.
Each reference informs a stage of the same pipeline the product walks: evidence in, correlation, agent reasoning, engineer sign-off, work package out.
Reference pages
Connect standards context to pilot evidence.
The goal is practical: help utilities, TSOs, DSOs, generation, industrial, and data center teams ask better questions before approved evidence enters a controlled GridAPM pilot.
- DGA evidence
IEEE C57.104
Institute of Electrical and Electronics Engineers
Guidance for interpreting dissolved gases in mineral-oil-immersed transformers.
- DGA evidence
IEC 60599
International Electrotechnical Commission
Interpretation of dissolved and free gases in mineral-oil-filled equipment.
- Substation context
IEC 61850
International Electrotechnical Commission
Communication networks and systems for power utility automation.
- Data contracts
IEC 61968 /
61970 International Electrotechnical Commission
The Common Information Model for utility data exchange and integration.
- IBR evidence
IEEE 2800
Institute of Electrical and Electronics Engineers
Interconnection and interoperability of inverter-based resources.
- Power quality
IEEE 519
Institute of Electrical and Electronics Engineers
Harmonic control in electric power systems.
- AI governance
NIST AI RMF 1.0
National Institute of Standards and Technology
A voluntary framework for managing the risks of AI systems.
Claim discipline
What these references should and should not do.
Standards context helps teams define evidence, governance, and review expectations. It should not be used as marketing shorthand for compliance.
- Use official source URLs and paraphrase public context.
- Keep copyrighted standards text out of public pages.
- Separate evidence organization from diagnostic authority.
- Require engineer approval before GridAPM output becomes reportable.
Test the workflow on your own fleet.
An eight-week pilot runs on your approved evidence, with your engineers keeping sign-off authority at every step.