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Retrofitting low-cost heating ventilation and air-conditioning systems for energy management in buildings

Author

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  • Rashid, Syed Aftab
  • Haider, Zeeshan
  • Chapal Hossain, S.M.
  • Memon, Kashan
  • Panhwar, Fazil
  • Mbogba, Momoh Karmah
  • Hu, Peng
  • Zhao, Gang

Abstract

Developing countries such as Pakistan are experiencing severe energy crises because of an increasing difference between energy demand and energy production. Since buildings are the major consumers of energy in Pakistan, immediate steps must be taken to reduce energy consumption by devising energy efficient measures for buildings. The majority of buildings in the country use distributed heating/cooling devices, i.e., air conditioners (A/Cs), to regulate building temperature. These A/Cs consume most of the energy in the buildings and are often subjected to problems such as heating or cooling unoccupied spaces and overheating/overcooling some areas in the building. These problems arise mainly because of independent manual controls of A/Cs and can be addressed by installing centralized heating, ventilation, and air-conditioning (HVAC) systems. However, the cost of deploying an actual HVAC system in these buildings remains high. Costs are associated with disruption to occupants as well as the dollar cost of installing the HVAC infrastructure. Moreover, the cost associated with removal or replacement of the existing A/C units is also substantial. Therefore, in this work, we abstract the functionality of the HVAC system by using the existing distributed heating/cooling infrastructure in buildings to provide a low-cost centralized command and control mechanism namely Retrofitting low-cost Heating Ventilation and Air-Conditioning (RetroHVAC) system. We designed an occupancy detection system and incorporated it into the RetroHVAC system to enhance its energy-saving potential. Additionally, a desktop application was designed to enable user interaction and policy enforcement. Experimental evaluation comparing different RetroHVAC control strategies based on time scheduling, temperature threshold monitoring, and real-time occupancy information show that the RetroHVAC system can substantially reduce the building energy consumption without compromising user comfort.

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  • Rashid, Syed Aftab & Haider, Zeeshan & Chapal Hossain, S.M. & Memon, Kashan & Panhwar, Fazil & Mbogba, Momoh Karmah & Hu, Peng & Zhao, Gang, 2019. "Retrofitting low-cost heating ventilation and air-conditioning systems for energy management in buildings," Applied Energy, Elsevier, vol. 236(C), pages 648-661.
  • Handle: RePEc:eee:appene:v:236:y:2019:i:c:p:648-661
    DOI: 10.1016/j.apenergy.2018.12.020
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    as
    1. Goyal, Siddharth & Barooah, Prabir & Middelkoop, Timothy, 2015. "Experimental study of occupancy-based control of HVAC zones," Applied Energy, Elsevier, vol. 140(C), pages 75-84.
    2. Bistline, John E., 2016. "Energy technology R&D portfolio management: Modeling uncertain returns and market diffusion," Applied Energy, Elsevier, vol. 183(C), pages 1181-1196.
    3. Wang, Wei & Chen, Jiayu & Huang, Gongsheng & Lu, Yujie, 2017. "Energy efficient HVAC control for an IPS-enabled large space in commercial buildings through dynamic spatial occupancy distribution," Applied Energy, Elsevier, vol. 207(C), pages 305-323.
    4. Thomas B. Johansson & Nebojsa Nakicenovic, 2012. "The Global Energy Assessment," Review of Environment, Energy and Economics - Re3, Fondazione Eni Enrico Mattei, October.
    5. Yau, Y.H. & Lee, S.K., 2010. "Feasibility study of an ice slurry-cooling coil for HVAC and R systems in a tropical building," Applied Energy, Elsevier, vol. 87(8), pages 2699-2711, August.
    6. repec:pid:wpaper:2012:4 is not listed on IDEAS
    7. Goyal, Siddharth & Ingley, Herbert A. & Barooah, Prabir, 2013. "Occupancy-based zone-climate control for energy-efficient buildings: Complexity vs. performance," Applied Energy, Elsevier, vol. 106(C), pages 209-221.
    8. Jakobs, T. & Djordjevic, N. & Fleck, S. & Mancini, M. & Weber, R. & Kolb, T., 2012. "Gasification of high viscous slurry R&D on atomization and numerical simulation," Applied Energy, Elsevier, vol. 93(C), pages 449-456.
    9. Wang, Qinpeng & Augenbroe, Godfried & Kim, Ji-Hyun & Gu, Li, 2016. "Meta-modeling of occupancy variables and analysis of their impact on energy outcomes of office buildings," Applied Energy, Elsevier, vol. 174(C), pages 166-180.
    10. Rashid Amjad & Musleh Ud Din & Idrees Khawaja & Nasir Iqbal & Ahmad Waqar Qasim, 2012. "Fiscal Federalism In Pakistan," PIDE Monograph Series 2012:4, Pakistan Institute of Development Economics.
    11. Afia Malik, 2012. "Power Crisis in Pakistan: A Crisis in Governance?," PIDE Monograph Series 2012:1, Pakistan Institute of Development Economics.
    12. Global Energy Assessment Writing Team,, 2012. "Global Energy Assessment," Cambridge Books, Cambridge University Press, number 9781107005198, October.
    13. Liping, Duan, 2011. "Analysis of the relationship between international cooperation and scientific publications in energy R&D in China," Applied Energy, Elsevier, vol. 88(12), pages 4229-4238.
    14. Rana, Rajib & Kusy, Brano & Wall, Josh & Hu, Wen, 2015. "Novel activity classification and occupancy estimation methods for intelligent HVAC (heating, ventilation and air conditioning) systems," Energy, Elsevier, vol. 93(P1), pages 245-255.
    15. Yang, Zheng & Ghahramani, Ali & Becerik-Gerber, Burcin, 2016. "Building occupancy diversity and HVAC (heating, ventilation, and air conditioning) system energy efficiency," Energy, Elsevier, vol. 109(C), pages 641-649.
    16. Global Energy Assessment Writing Team,, 2012. "Global Energy Assessment," Cambridge Books, Cambridge University Press, number 9780521182935, October.
    17. Yang, Yuan & Cai, Wenjia & Wang, Can, 2014. "Industrial CO2 intensity, indigenous innovation and R&D spillovers in China’s provinces," Applied Energy, Elsevier, vol. 131(C), pages 117-127.
    18. Korkas, Christos D. & Baldi, Simone & Michailidis, Iakovos & Kosmatopoulos, Elias B., 2016. "Occupancy-based demand response and thermal comfort optimization in microgrids with renewable energy sources and energy storage," Applied Energy, Elsevier, vol. 163(C), pages 93-104.
    Full references (including those not matched with items on IDEAS)

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