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Li-Rong Liu

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Open access Sep 2026

Regional equity implications of heat pump flexibility in a decarbonised power system

Extended abstract 2-004-26 Future electricity systems with high renewable penetration will require substantially more operational flexibility, and residential heat pumps are expected to become a major provider of such flexibility. However, adjusting heat pump operation inevitably alters indoor temperatures, and the res...

Li-Rong Liu, Qi-Kun Chen · 0 citations
#small language model Open access Oct 2026

Pragmatic AI: building low-impact LLM tools for energy research impact

Extended abstract 3-063-26 Large language models (LLMs) provide a powerful means to search for and summarise content. However, their training and use is a rapidly growing driver of energy and resource use. In this presentation we describe the development of an LLM-based search tool for the UKRI Energy Demand Research C...

Thorin Daniel, Li-Rong Liu, Michael J. Fell et al. · 0 citations

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