Standardized interfaces for real-time CEM–EI integration

Develop standardized interfaces for integrating Cognitive Energy Management with real-time Energy Internet communication infrastructure, particularly sub-energy routers and packetized energy dispatch, at operational scale.

Background

The paper identifies integration with real-time Energy Internet communication infrastructure as an unresolved implementation challenge. In particular, Cognitive Energy Management must interact with sub-energy routers and packetized energy dispatch mechanisms, but standardized interfaces are not yet available at scale. Resolving this issue is necessary for transferring the conceptual CEM framework from the smart-port demonstration into deployable Energy Internet systems.

References

Several challenges remain open for future work. Integrating CEM with real-time EI communication infrastructure, particularly sub-energy routers and packetized energy dispatch — requires standardised interfaces that do not yet exist at scale .

— Cognitive Energy Management: Concept,Framework, and Demonstration in Smart Port Energy Systems  (2608.24284 - Hussain et al., 25 Aug 2026) in Conclusion