Disaggregation of total energy use into space heating and domestic hot water: A city-scale suited approach

This paper develops a computationally fast algorithm to disaggregate the total energy use recorded by smart heat meters into space heating (SH) and domestic hot water (DHW). The algorithm trains a regression model on SH-only hours and predicts SH for all other hours with potential DHW use. Data from...

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Bibliographic Details
Published in:	Energy (Oxford) Vol. 291; p. 130351
Main Authors:	Schaffer, Markus, Widén, Joakim, Vera-Valdés, J. Eduardo, Marszal-Pomianowska, Anna, Larsen, Tine Steen
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.03.2024
Subjects:	algorithms Data-driven algorithms District heating Domestic hot water energy heat regression analysis Smart heat meter Smart water meter Space heating Data-driven algorithms Domestic hot water Smart heat meter District heating Space heating Smart water meter
ISSN:	0360-5442, 1873-6785
Online Access:	Get full text
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