All the small things

Artificial intelligence-powered technology can manage electrical demand, bringing production and consumption closer together. François Puthod, of pv magazine France explains how that market is using AI to monitor the consumption of water heaters, electric vehicles (EVs), and other household devices to contribute to better grid balance.

Issue 04 – 2025

AI could prove instrumental in managing home energy demand to provide electricity networks with the flexibility they need.

Photo: Chris Liverani/Unsplash

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