Field study on heat pump monitoring: challenges and opportunities

In view of the decarbonisation targets in the building sector, heat pump can play a key role, marking the shift towards all-electric buildings. Although the heat pump technology is well known, and its use is ever increasing, some issues (practical and operative) are still open in the assessment of t...

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Autores principales:	Nardi Iole, Lavinia Carmen, Iatauro Domenico, Calabrese Nicolandrea
Formato:	article
Lenguaje:	EN FR
Publicado:	EDP Sciences 2021
Materias:	Environmental sciences GE1-350
Acceso en línea:	https://doaj.org/article/12c6b7618e4e452b860cec7666a69990
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id	oai:doaj.org-article:12c6b7618e4e452b860cec7666a69990
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spelling	oai:doaj.org-article:12c6b7618e4e452b860cec7666a699902021-11-08T15:18:51ZField study on heat pump monitoring: challenges and opportunities2267-124210.1051/e3sconf/202131204002https://doaj.org/article/12c6b7618e4e452b860cec7666a699902021-01-01T00:00:00Zhttps://www.e3s-conferences.org/articles/e3sconf/pdf/2021/88/e3sconf_ati2021_04002.pdfhttps://doaj.org/toc/2267-1242In view of the decarbonisation targets in the building sector, heat pump can play a key role, marking the shift towards all-electric buildings. Although the heat pump technology is well known, and its use is ever increasing, some issues (practical and operative) are still open in the assessment of the main aspects that influence the efficiency. These complexities emerge when heat pump monitoring is carried out, allowing to assess the real performance. Therefore, in this work, the challenges and opportunities of heat pump monitoring are presented, from a field study of the tertiary sector. The monitoring of an air-to-water heat pump allowed to: (i) assess its real operating performance; (ii) compare the correlations of results with climate data and load profile; (iii) highlight some critical points, as the importance of data mining and data cleaning phase for the reliability of the results; (iv) assess and identify which is the temporal scale needed for a proper data elaboration.Nardi IoleLavinia CarmenIatauro DomenicoCalabrese NicolandreaEDP SciencesarticleEnvironmental sciencesGE1-350ENFRE3S Web of Conferences, Vol 312, p 04002 (2021)
institution	DOAJ
collection	DOAJ
language	EN FR
topic	Environmental sciences GE1-350
spellingShingle	Environmental sciences GE1-350 Nardi Iole Lavinia Carmen Iatauro Domenico Calabrese Nicolandrea Field study on heat pump monitoring: challenges and opportunities
description	In view of the decarbonisation targets in the building sector, heat pump can play a key role, marking the shift towards all-electric buildings. Although the heat pump technology is well known, and its use is ever increasing, some issues (practical and operative) are still open in the assessment of the main aspects that influence the efficiency. These complexities emerge when heat pump monitoring is carried out, allowing to assess the real performance. Therefore, in this work, the challenges and opportunities of heat pump monitoring are presented, from a field study of the tertiary sector. The monitoring of an air-to-water heat pump allowed to: (i) assess its real operating performance; (ii) compare the correlations of results with climate data and load profile; (iii) highlight some critical points, as the importance of data mining and data cleaning phase for the reliability of the results; (iv) assess and identify which is the temporal scale needed for a proper data elaboration.
format	article
author	Nardi Iole Lavinia Carmen Iatauro Domenico Calabrese Nicolandrea
author_facet	Nardi Iole Lavinia Carmen Iatauro Domenico Calabrese Nicolandrea
author_sort	Nardi Iole
title	Field study on heat pump monitoring: challenges and opportunities
title_short	Field study on heat pump monitoring: challenges and opportunities
title_full	Field study on heat pump monitoring: challenges and opportunities
title_fullStr	Field study on heat pump monitoring: challenges and opportunities
title_full_unstemmed	Field study on heat pump monitoring: challenges and opportunities
title_sort	field study on heat pump monitoring: challenges and opportunities
publisher	EDP Sciences
publishDate	2021
url	https://doaj.org/article/12c6b7618e4e452b860cec7666a69990
work_keys_str_mv	AT nardiiole fieldstudyonheatpumpmonitoringchallengesandopportunities AT laviniacarmen fieldstudyonheatpumpmonitoringchallengesandopportunities AT iataurodomenico fieldstudyonheatpumpmonitoringchallengesandopportunities AT calabresenicolandrea fieldstudyonheatpumpmonitoringchallengesandopportunities
_version_	1718442018270609408

Field study on heat pump monitoring: challenges and opportunities

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