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A non-intrusive load monitoring approach for very short-term power predictions in commercial buildings

Brucke, Karoline and Arens, Stefan and Telle, Jan-Simon and Steens, Thomas and Hanke, Benedikt and von Maydell, Karsten and Agert, Carsten (2021) A non-intrusive load monitoring approach for very short-term power predictions in commercial buildings. Applied Energy. Elsevier. doi: 10.1016/j.apenergy.2021.116860. ISSN 0306-2619.

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Item URL in elib:https://elib.dlr.de/142556/
Document Type:Article
Title:A non-intrusive load monitoring approach for very short-term power predictions in commercial buildings
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Brucke, Karolinekaroline (at) brucke.dehttps://orcid.org/0000-0002-4510-8969
Arens, StefanStefan.Arens (at) dlr.dehttps://orcid.org/0000-0002-9449-2282
Telle, Jan-SimonJan-Simon.Telle (at) dlr.dehttps://orcid.org/0000-0001-6228-6815
Steens, ThomasThomas.Steens (at) dlr.dehttps://orcid.org/0000-0002-4218-3015
Hanke, Benediktbenedikt.hanke (at) dlr.dehttps://orcid.org/0000-0001-7927-0123
von Maydell, KarstenKarsten.Maydell (at) dlr.dehttps://orcid.org/0000-0003-0966-5810
Agert, CarstenCarsten.Agert (at) dlr.dehttps://orcid.org/0000-0003-4733-5257
Date:15 June 2021
Journal or Publication Title:Applied Energy
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:Yes
In ISI Web of Science:Yes
DOI :10.1016/j.apenergy.2021.116860
Publisher:Elsevier
ISSN:0306-2619
Status:Published
Keywords:Non-intrusive load monitoring Energy disaggregation Power prediction Unsupervised learning Neural networks
HGF - Research field:Energy
HGF - Program:Energy System Design
HGF - Program Themes:Digitalization and System Technology
DLR - Research area:Energy
DLR - Program:E SY - Energy System Technology and Analysis
DLR - Research theme (Project):E - Energy System Technology
Location: Oldenburg
Institutes and Institutions:Institute of Networked Energy Systems > Energy System Technology
Deposited By: Arens, Stefan
Deposited On:03 Jun 2021 14:49
Last Modified:12 Jul 2021 10:08

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