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Refficiency

  • Home
  • About Us
    • Our Story
  • News
    • New Critical Mineral Showcase Videos on Youtube!

    • Reflections on CCG’s Critical Mineral Showcase

    • Reflections from Singapore and Vietnam: ISIE 2025 and Climate-Compatible Growth Collaboration

    • Dr Fanran Meng wins Royal Society of Chemistry’s Early Career Prize

    • Critical Minerals dashboards

  • People
  • Projects
  • Publications
    • End-of-Life Management for Wind Turbines

    • The Impact of Mine Ownership on Trade of Metal Ores

    • A systematic review of resilience in the critical minerals supply chains, needed for the low-carbon energy transition

    • Assessing minimum energy requirements and emissions for different raw material compositions in clinker production

    • Barriers, enablers, and opportunities for scaling-up innovative and circular domestic retrofit business models in the UK

  • Resources
    • Resources
    • Talks
  • Contact
  • Home
  • About Us
    • Our Story
  • News
    • New Critical Mineral Showcase Videos on Youtube!

    • Reflections on CCG’s Critical Mineral Showcase

    • Reflections from Singapore and Vietnam: ISIE 2025 and Climate-Compatible Growth Collaboration

    • Dr Fanran Meng wins Royal Society of Chemistry’s Early Career Prize

    • Critical Minerals dashboards

  • People
  • Projects
  • Publications
    • End-of-Life Management for Wind Turbines

    • The Impact of Mine Ownership on Trade of Metal Ores

    • A systematic review of resilience in the critical minerals supply chains, needed for the low-carbon energy transition

    • Assessing minimum energy requirements and emissions for different raw material compositions in clinker production

    • Barriers, enablers, and opportunities for scaling-up innovative and circular domestic retrofit business models in the UK

  • Resources
    • Resources
    • Talks
  • Contact

Low emission building control with zero-shot reinforcement learning

Scott Jeen
September 14, 2022

Heating and cooling systems in buildings account for 31% of global energy use. Many of these systems are regulated by Rule Based Controllers (RBCs) that neither maximise energy...

Mat-dp: An open-source Python model for analysing material demand projections and their environmental implications, which result from building low-carbon systems

Karla Cervantes Barrón
September 1, 2022

Materials are essential for creating the systems used in everyday life, yet, manufacturing materials emits large quantities of greenhouse gases (GHG). Emissions from material production have been estimated...

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