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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Main Authors: Afamia Elnakat, Juan D. Gomez
Format: Article
Language:English
Published: Elsevier 2016-11-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484716300026
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spelling 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
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