First published · Last updated
Smart plug for real-time energy monitoring and optimization through micro-moments with semi-supervised federated learning
A journal article describes a smart plug that uses micro-moments and semi-supervised federated learning for real-time energy monitoring and optimization. Publisher metadata lists Elsevier BV and a publication date of 2026-03-01.
Categories: technology, energy-and-resources, positive-progress
Generated scores
Scores are based on the cited reporting and use a 1–10 scale. Read the methodology.
- Confidence
- 4/10
- Geographic reach
- 1/10
- Global importance
- 3/10
- Impact magnitude
- 3/10
- Positivity
- 7/10
- Urgency
- 2/10
Why it matters
It describes a technical method for real-time energy monitoring and optimization that is relevant to energy-management research and applications.

