Lesnyak, Ekaterina and Belkot, Tabea and Hurka, Johannes and Hörding, Jan Phillipp and Kuhlmann, Lea and Paulau, Pavel and Schnabel, Marvin and Schönfeldt, Patrik and Middelberg, Jan (2023) Applied Digital Twin Concepts Contributing to Heat Transition in Building, Campus, Neighborhood, and Urban Scale. Big Data and Cognitive Computing (3). Multidisciplinary Digital Publishing Institute (MDPI). doi: 10.3390/bdcc7030145. ISSN 2504-2289.
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Official URL: https://www.mdpi.com/2504-2289/7/3/145
Abstract
The heat transition is a central pillar of the energy transition, aiming to decarbonize and improve the energy efficiency of the heat supply in both the private and industrial sectors. On the one hand, this is achieved by substituting fossil fuels with renewable energy. On the other hand, it involves reducing overall heat consumption and associated transmission and ventilation losses. In addition to refurbishment, digitalization contributes significantly. Despite substantial research on Digital Twins (DTs) for heat transition at different scales, a cross-scale perspective on heat optimization still needs to be developed. In response to this research gap, the present study examines four instances of applied DTs across various scales: building, campus, neighborhood, and urban. The study compares their objectives and conceptual frameworks while also identifying common challenges and potential synergies. The study's findings indicate that all DT scales face similar data-related challenges, such as gathering, ownership, connectivity, and reliability. Also, hierarchical synergy is identified among the DTs, implying the need for collaboration and exchange. In response to this, the Wärmewende data platform, whose objectives and concepts are presented in the paper, promotes research data and knowledge exchange with internal and external stakeholders.
Item URL in elib: | https://elib.dlr.de/196765/ | ||||||||||||||||||||||||||||||||||||||||
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Document Type: | Article | ||||||||||||||||||||||||||||||||||||||||
Title: | Applied Digital Twin Concepts Contributing to Heat Transition in Building, Campus, Neighborhood, and Urban Scale | ||||||||||||||||||||||||||||||||||||||||
Authors: |
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Date: | 25 August 2023 | ||||||||||||||||||||||||||||||||||||||||
Journal or Publication Title: | Big Data and Cognitive Computing | ||||||||||||||||||||||||||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||||||||||||||||||||||||||
Open Access: | Yes | ||||||||||||||||||||||||||||||||||||||||
Gold Open Access: | Yes | ||||||||||||||||||||||||||||||||||||||||
In SCOPUS: | Yes | ||||||||||||||||||||||||||||||||||||||||
In ISI Web of Science: | Yes | ||||||||||||||||||||||||||||||||||||||||
DOI: | 10.3390/bdcc7030145 | ||||||||||||||||||||||||||||||||||||||||
Publisher: | Multidisciplinary Digital Publishing Institute (MDPI) | ||||||||||||||||||||||||||||||||||||||||
ISSN: | 2504-2289 | ||||||||||||||||||||||||||||||||||||||||
Status: | Published | ||||||||||||||||||||||||||||||||||||||||
Keywords: | digital twins, heat transition, the concept of digital twins, data platform, the synergy of digital twins, data challenges | ||||||||||||||||||||||||||||||||||||||||
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: | Schönfeldt, Patrik | ||||||||||||||||||||||||||||||||||||||||
Deposited On: | 07 Sep 2023 10:20 | ||||||||||||||||||||||||||||||||||||||||
Last Modified: | 07 Sep 2023 10:20 |
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