Hardware Podcasts

The early days of AI on the grid

Catalyst · 8 Mar 2024 · 37m

What this episode covers

David Groarke, managing director at Indigo Advisory Group, discusses the state of AI in the US utility sector, contrasting the current software-driven wave with the failed hardware-focused smart meter rollout of the 2000s. He highlights three key use cases: wildfire management using camera and lidar data, customer propensity modeling to detect EVs via smart meter data, and predictive maintenance of substations. Groarke argues that while full grid automation is a distant goal, incremental AI applications are already delivering value by leveraging existing infrastructure and open-source tools.

Most relevant to

companies scaling up

Topics

Mentioned

Companies
Indigo Advisory Group, PG&E, Duke Energy, Southern California Edison, ABB, Siemens, Schneider Electric, Energy Hub, Bloom Energy
Products
AMI
Tools
TensorFlow, PyTorch, LIDAR

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