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Edge HVAC Analytics

Author

Listed:
  • Ioan Petri

    (School of Engineering, Cardiff University, Cardiff CF24 3AA, UK)

  • Omer Rana

    (School of Computer Science and Informatics, Cardiff University, Cardiff CF24 3AA, UK)

  • Yacine Rezgui

    (School of Engineering, Cardiff University, Cardiff CF24 3AA, UK)

  • Fodil Fadli

    (Department of Architecture & Urban Planning, Qatar University, University Street, Doha 2713, Qatar)

Abstract

Integrating data analytics, optimisation and dynamic control to support energy services has seen significant interest in recent years. Larger appliances used in an industry context are now provided with Internet of Things (IoT)-based interfaces that can be remotely monitored, with some also provided with actuation interfaces. The combined use of IoT and edge computing enables connectivity between energy systems and infrastructure, providing the means to implement both energy efficiency/optimisation and cost reduction strategies. We investigate the economic implications of harnessing IoT and edge/cloud technologies to support energy management for HVAC (Heating, Ventilation and Air Conditioning) systems in buildings. In particular, we evaluate the cost savings for building operations through energy optimisation. We use a real use case for energy optimisation as identified in the EU “Sporte2” project (focusing on the energy optimisation of sports facilities) and explore several scenarios in relation to costs and energy optimisation.

Suggested Citation

  • Ioan Petri & Omer Rana & Yacine Rezgui & Fodil Fadli, 2021. "Edge HVAC Analytics," Energies, MDPI, vol. 14(17), pages 1-11, September.
    • Handle: RePEc:gam:jeners:v:14:y:2021:i:17:p:5464-:d:627596
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    References listed on IDEAS

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    1. Kenneth Gillingham & Richard G. Newell & Karen Palmer, 2009. "Energy Efficiency Economics and Policy," Annual Review of Resource Economics, Annual Reviews, vol. 1(1), pages 597-620, September.
    2. Frederiks, Elisha R. & Stenner, Karen & Hobman, Elizabeth V., 2015. "Household energy use: Applying behavioural economics to understand consumer decision-making and behaviour," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1385-1394.
    3. Jason F. Shogren & Laura O. Taylor, 2008. "On Behavioral-Environmental Economics," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 2(1), pages 26-44, Winter.
    4. Sanstad, Alan H & Blumstein, Carl & Stoft, Steven E, 1995. "How high are option values in energy-efficiency investments?," Energy Policy, Elsevier, vol. 23(9), pages 739-743, September.
    5. Metcalf, Gilbert E., 1994. "Economics and rational conservation policy," Energy Policy, Elsevier, vol. 22(10), pages 819-825, October.
    6. Saidur, R., 2009. "Energy consumption, energy savings, and emission analysis in Malaysian office buildings," Energy Policy, Elsevier, vol. 37(10), pages 4104-4113, October.
    7. Geoffrey Heal, 2009. "The Economics of Renewable Energy," NBER Working Papers 15081, National Bureau of Economic Research, Inc.
    8. Jaffe, Adam B. & Stavins, Robert N., 1994. "The energy-efficiency gap What does it mean?," Energy Policy, Elsevier, vol. 22(10), pages 804-810, October.
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    Cited by:

    1. Elnour, Mariam & Fadli, Fodil & Himeur, Yassine & Petri, Ioan & Rezgui, Yacine & Meskin, Nader & Ahmad, Ahmad M., 2022. "Performance and energy optimization of building automation and management systems: Towards smart sustainable carbon-neutral sports facilities," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).

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