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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.

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