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We encode future energy behaviours into today’s data and models. Our pioneering tools and tech platforms are dynamic and granular, reflecting the rapidly changing sector. We democratise the data that underpins our work, sharing what we learn to accelerate global energy transitions.

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.