Techno-economic analysis of air-source heat pump (ASHP) technology for single-detached home heating applications in Canada

The air-source heat pump (ASHP) is a popular system that does not see much use in cold-climates despite its high potential in low carbon footprint. This study was designed to evaluate the techno-economic feasibility of its application to single-detached homes in Canada. First, a set of support vecto...

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Main Author: Artur Udovichenko, Lexuan Zhong
Format: Other/Unknown Material
Language:English
Published: 2020
Subjects:
Online Access:https://era.library.ualberta.ca/items/ecfbcbb8-910a-4a3d-85b8-bed577c1cd62
https://doi.org/10.7939/r3-qze2-9s44
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spelling ftunivalberta:oai:era.library.ualberta.ca:ecfbcbb8-910a-4a3d-85b8-bed577c1cd62 2023-05-15T18:45:41+02:00 Techno-economic analysis of air-source heat pump (ASHP) technology for single-detached home heating applications in Canada Artur Udovichenko, Lexuan Zhong 2020-06-01 https://era.library.ualberta.ca/items/ecfbcbb8-910a-4a3d-85b8-bed577c1cd62 https://doi.org/10.7939/r3-qze2-9s44 English eng https://era.library.ualberta.ca/items/ecfbcbb8-910a-4a3d-85b8-bed577c1cd62 doi:10.7939/r3-qze2-9s44 http://creativecommons.org/licenses/by-nc/4.0/ CC-BY-NC Air-source heat pump (ASHP) home heating Article (Published) 2020 ftunivalberta https://doi.org/10.7939/r3-qze2-9s44 2023-02-25T23:59:47Z The air-source heat pump (ASHP) is a popular system that does not see much use in cold-climates despite its high potential in low carbon footprint. This study was designed to evaluate the techno-economic feasibility of its application to single-detached homes in Canada. First, a set of support vector regression (SVR) models was developed by a housing database for prediction of the exposed surface areas of homes in five Canadian cities: Vancouver, Toronto, Montreal, Edmonton, and Yellowknife. The predicted areas were then used to estimate the heat demands of all homes. As a result, the technical evaluation was conducted by comparison of the heat loss rate with the heat supply rate of ASHPs. Annual energy consumption was calculated using a bin method for furnace-alone and furnace/ASHP hybrid systems. Seasonal operating costs and greenhouse gases (GHG) emissions were estimated by utility costs and emissions factors for each city. Our findings show that Vancouver, Toronto, and Montreal are technically feasible to adopt the ASHP technology for economic and low GHG emission benefits. Although currently Edmonton and Yellowknife could not theoretically gain ASHP’s benefits, the ASHP technology is still a promising technology to be implemented in the future if renewable energy infrastructures are established. Other/Unknown Material Yellowknife University of Alberta: Era - Education and Research Archive Canada Yellowknife
institution Open Polar
collection University of Alberta: Era - Education and Research Archive
op_collection_id ftunivalberta
language English
topic Air-source heat pump (ASHP)
home
heating
spellingShingle Air-source heat pump (ASHP)
home
heating
Artur Udovichenko, Lexuan Zhong
Techno-economic analysis of air-source heat pump (ASHP) technology for single-detached home heating applications in Canada
topic_facet Air-source heat pump (ASHP)
home
heating
description The air-source heat pump (ASHP) is a popular system that does not see much use in cold-climates despite its high potential in low carbon footprint. This study was designed to evaluate the techno-economic feasibility of its application to single-detached homes in Canada. First, a set of support vector regression (SVR) models was developed by a housing database for prediction of the exposed surface areas of homes in five Canadian cities: Vancouver, Toronto, Montreal, Edmonton, and Yellowknife. The predicted areas were then used to estimate the heat demands of all homes. As a result, the technical evaluation was conducted by comparison of the heat loss rate with the heat supply rate of ASHPs. Annual energy consumption was calculated using a bin method for furnace-alone and furnace/ASHP hybrid systems. Seasonal operating costs and greenhouse gases (GHG) emissions were estimated by utility costs and emissions factors for each city. Our findings show that Vancouver, Toronto, and Montreal are technically feasible to adopt the ASHP technology for economic and low GHG emission benefits. Although currently Edmonton and Yellowknife could not theoretically gain ASHP’s benefits, the ASHP technology is still a promising technology to be implemented in the future if renewable energy infrastructures are established.
format Other/Unknown Material
author Artur Udovichenko, Lexuan Zhong
author_facet Artur Udovichenko, Lexuan Zhong
author_sort Artur Udovichenko, Lexuan Zhong
title Techno-economic analysis of air-source heat pump (ASHP) technology for single-detached home heating applications in Canada
title_short Techno-economic analysis of air-source heat pump (ASHP) technology for single-detached home heating applications in Canada
title_full Techno-economic analysis of air-source heat pump (ASHP) technology for single-detached home heating applications in Canada
title_fullStr Techno-economic analysis of air-source heat pump (ASHP) technology for single-detached home heating applications in Canada
title_full_unstemmed Techno-economic analysis of air-source heat pump (ASHP) technology for single-detached home heating applications in Canada
title_sort techno-economic analysis of air-source heat pump (ashp) technology for single-detached home heating applications in canada
publishDate 2020
url https://era.library.ualberta.ca/items/ecfbcbb8-910a-4a3d-85b8-bed577c1cd62
https://doi.org/10.7939/r3-qze2-9s44
geographic Canada
Yellowknife
geographic_facet Canada
Yellowknife
genre Yellowknife
genre_facet Yellowknife
op_relation https://era.library.ualberta.ca/items/ecfbcbb8-910a-4a3d-85b8-bed577c1cd62
doi:10.7939/r3-qze2-9s44
op_rights http://creativecommons.org/licenses/by-nc/4.0/
op_rightsnorm CC-BY-NC
op_doi https://doi.org/10.7939/r3-qze2-9s44
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