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Refficiency

  • Home
  • About Us
    • Our Story
  • News
    • CamCOP: Rooted — Nature-Based Climate Solutions Summit

    • CCML Policy Forum

    • CCG workshop on Critical Minerals held in Malawi

    • Mining Indaba 2026: ESG, Risk, and Value Addition in Africa – Insights, Meetings, and Strategic Reflections

    • Assessing Risks and Opportunities of Critical Mineral Development in Malawi

  • People
  • Projects
  • Publications
    • Industrial energy efficiency and decarbonisation via electrification and hydrogen

    • Critical minerals requirements for meeting net zero pathways in the United Kingdom

    • Building stock archetype and modelling (BSAM) framework for coupled material-energy‑carbon assessment

    • Toward responsible mining: Linking ESG strategies with spatial analysis in Zambia’s copper mining industry

    • Ten years on: Are raw material criticality assessments making more sense?

  • Resources
    • Resources
    • Talks
  • Contact
  • Home
  • About Us
    • Our Story
  • News
    • CamCOP: Rooted — Nature-Based Climate Solutions Summit

    • CCML Policy Forum

    • CCG workshop on Critical Minerals held in Malawi

    • Mining Indaba 2026: ESG, Risk, and Value Addition in Africa – Insights, Meetings, and Strategic Reflections

    • Assessing Risks and Opportunities of Critical Mineral Development in Malawi

  • People
  • Projects
  • Publications
    • Industrial energy efficiency and decarbonisation via electrification and hydrogen

    • Critical minerals requirements for meeting net zero pathways in the United Kingdom

    • Building stock archetype and modelling (BSAM) framework for coupled material-energy‑carbon assessment

    • Toward responsible mining: Linking ESG strategies with spatial analysis in Zambia’s copper mining industry

    • Ten years on: Are raw material criticality assessments making more sense?

  • 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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