The flame dilemma: A data analytics study of fireplace influence on winter energy consumption at the residential household level
This study investigates the effect of the presence of fireplaces at the household level independent of the function of ambiance and indoor air quality. The focus of this study is on the winter heating energy use of homes with and without fireplaces to promote energy conservation. Three years of wint...
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Online Access: | http://www.sciencedirect.com/science/article/pii/S2352484716300026 |
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doaj-231e531237714ebc92948e71bdae70dc2020-11-24T22:07:18ZengElsevierEnergy Reports2352-48472016-11-012C142010.1016/j.egyr.2016.01.002The flame dilemma: A data analytics study of fireplace influence on winter energy consumption at the residential household levelAfamia ElnakatJuan D. GomezThis study investigates the effect of the presence of fireplaces at the household level independent of the function of ambiance and indoor air quality. The focus of this study is on the winter heating energy use of homes with and without fireplaces to promote energy conservation. Three years of winter energy usage (2011–2013) of 365,190 single-family homes are analyzed and compared. The data is further segmented by fuel type, all-electric versus dual-fuel homes as well as by size and vintage. On average, homes with fireplaces used 23,650 kBtu, source energy, for heating purposes during the winter months versus 18,055 kBtu (p≤0.0001) during the same time period, January, February, and December. There is a significant 31% increase in energy use in homes with fireplaces. In conclusion, policy prescriptions and retrofits are recommended during new home construction permits, renovations, and utility rebate outreach programs to encourage more efficient and cleaner fireplace technology applications.http://www.sciencedirect.com/science/article/pii/S2352484716300026FireplaceWinter energy efficiencyEnergy conservationData analyticsResidential energy consumption |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Afamia Elnakat Juan D. Gomez |
spellingShingle |
Afamia Elnakat Juan D. Gomez The flame dilemma: A data analytics study of fireplace influence on winter energy consumption at the residential household level Energy Reports Fireplace Winter energy efficiency Energy conservation Data analytics Residential energy consumption |
author_facet |
Afamia Elnakat Juan D. Gomez |
author_sort |
Afamia Elnakat |
title |
The flame dilemma: A data analytics study of fireplace influence on winter energy consumption at the residential household level |
title_short |
The flame dilemma: A data analytics study of fireplace influence on winter energy consumption at the residential household level |
title_full |
The flame dilemma: A data analytics study of fireplace influence on winter energy consumption at the residential household level |
title_fullStr |
The flame dilemma: A data analytics study of fireplace influence on winter energy consumption at the residential household level |
title_full_unstemmed |
The flame dilemma: A data analytics study of fireplace influence on winter energy consumption at the residential household level |
title_sort |
flame dilemma: a data analytics study of fireplace influence on winter energy consumption at the residential household level |
publisher |
Elsevier |
series |
Energy Reports |
issn |
2352-4847 |
publishDate |
2016-11-01 |
description |
This study investigates the effect of the presence of fireplaces at the household level independent of the function of ambiance and indoor air quality. The focus of this study is on the winter heating energy use of homes with and without fireplaces to promote energy conservation. Three years of winter energy usage (2011–2013) of 365,190 single-family homes are analyzed and compared. The data is further segmented by fuel type, all-electric versus dual-fuel homes as well as by size and vintage. On average, homes with fireplaces used 23,650 kBtu, source energy, for heating purposes during the winter months versus 18,055 kBtu (p≤0.0001) during the same time period, January, February, and December. There is a significant 31% increase in energy use in homes with fireplaces. In conclusion, policy prescriptions and retrofits are recommended during new home construction permits, renovations, and utility rebate outreach programs to encourage more efficient and cleaner fireplace technology applications. |
topic |
Fireplace Winter energy efficiency Energy conservation Data analytics Residential energy consumption |
url |
http://www.sciencedirect.com/science/article/pii/S2352484716300026 |
work_keys_str_mv |
AT afamiaelnakat theflamedilemmaadataanalyticsstudyoffireplaceinfluenceonwinterenergyconsumptionattheresidentialhouseholdlevel AT juandgomez theflamedilemmaadataanalyticsstudyoffireplaceinfluenceonwinterenergyconsumptionattheresidentialhouseholdlevel AT afamiaelnakat flamedilemmaadataanalyticsstudyoffireplaceinfluenceonwinterenergyconsumptionattheresidentialhouseholdlevel AT juandgomez flamedilemmaadataanalyticsstudyoffireplaceinfluenceonwinterenergyconsumptionattheresidentialhouseholdlevel |
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