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We encode future energy behaviours into dynamic and granular synthetic datasets, models and tools powered by advanced AI and ML - available via open access.

Faraday: a genAI model that outputs synthetic smart meter data conditioned on specific household characteristics

Technologies / Faraday

Generative AI Modelling 

Hitting the Target: a bottom-up model simulating interventions required for the UK government to meet its 2028 heat pump target

Technologies / Agent based model

Agent-Based Modelling

Technology and models

Paper: Synthetic Smart Meter Generator for the Smart Grid

https://s3.us-east-1.amazonaws.com/climate-change-ai/papers/iclr2024/43/poster.pdf

Faraday: Synthetic Smart Meter Generator for the Smart Grid

Paper: Meeting the UK's Heat Pump Targets

Hitting the Target: Meeting the UK's Heat Pump Targets

Our papers

Impact-driven energy research institute delivering pioneering research to accelerate the journey to a fully sustainable, post-fossil fuel, global energy system.