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  4. Model coupling and comparison on optimal load shifting of battery electric vehicles and heat pumps focusing on generation adequacy
 
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2024
Journal Article
Title

Model coupling and comparison on optimal load shifting of battery electric vehicles and heat pumps focusing on generation adequacy

Abstract
The energy transition fosters a dynamic landscape marked by renewable energy, electrification, and complex interactions among actors and technologies. Employing model experiments and comparisons shows promise for exploring these connections and enhancing model clarity and precision. This study adopts a multi-model approach, integrating a model comparison to probe how the electrification of demand-side sectors and strategic load shifts of battery electric vehicles and heat pumps might impact Germany's generation adequacy by 2030. Specific demand models from the transport and heating sectors and a future load structure projection model are interlinked with three electricity system models. The comparative analysis of the three electricity system models unveils discrepancies in dispatch decisions for power plants, flexibility options' load shifts, and their effects on generation adequacy, directly tied to model attributes.
The comparison underscores methodological variations (linear optimization versus agent-based simulation, myopic foresight versus perfect foresight) as pivotal, emphasizing the significance of considering load change and start-up costs for power plants. The results show that with optimized load shifting by electric vehicles and heat pumps, the adequacy of power generation is less strained despite increased electricity demand. Moreover, load shifts mitigate curtailment of renewables and consumers, reducing carbon emissions by lowering conventional power generation.
Author(s)
Misconel, Steffi
EURAC Research, Institute for Renewable Energy, Bolzano,
Zimmermann , Florian
Karlsruhe Institute of Technology -KIT-, Institut für Industriebetriebslehre und Industrieproduktion -IIP-
Mikurda, Jennifer
Universität Duisburg-Essen  
Möst, Dominik
Technische Universität Dresden, Faculty of Business and Economics
Kunze, Robert
Energy Systems Analysis Associates – ESA2 GmbH, Dresden
Gnann, Till  orcid-logo
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Kühnbach, Matthias  
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Speth, Daniel  orcid-logo
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Pelka, Sabine  orcid-logo
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Yu, Songmin  orcid-logo
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Journal
Energy  
Open Access
DOI
10.1016/j.energy.2024.132266
10.24406/publica-3377
File(s)
Model coupling and comparison on optimal load shifting_Gnann.pdf (9.58 MB)
Rights
CC BY 4.0: Creative Commons Attribution
Language
English
Fraunhofer-Institut für System- und Innovationsforschung ISI  
Keyword(s)
  • Model coupling

  • Model comparison

  • Sector coupling

  • Flexibility option

  • Load shifting

  • Generation adequacy

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