LAPSE:2023.26468
Published Article

LAPSE:2023.26468
An Agent-Based Approach for the Planning of Distribution Grids as a Socio-Technical System
April 3, 2023
Abstract
Recent developments, such as smart metering, distributed energy resources, microgrids, and energy storage, have led to an exponential increase in system complexity and have emphasized the need to include customer behavior and social and cultural backgrounds in planning activities. This paper analyzes how emergent behavior in electricity consumption can affect the planning of distribution grids with a smart grid vision. For this, an agent-based model that uses insights from the field of behavioral economics to differentiate four consumer categories (high income, low income, middle class, and early adopters) was used. The model was coupled with a real distribution feeder and customer load curve data, and the results showed that heterogeneity of customer’s preferences, values, and behavior led to very distinct load growth patterns. The results emphasize the relevance of modeling customer’s behavioral aspects in planning increasingly complex power systems.
Recent developments, such as smart metering, distributed energy resources, microgrids, and energy storage, have led to an exponential increase in system complexity and have emphasized the need to include customer behavior and social and cultural backgrounds in planning activities. This paper analyzes how emergent behavior in electricity consumption can affect the planning of distribution grids with a smart grid vision. For this, an agent-based model that uses insights from the field of behavioral economics to differentiate four consumer categories (high income, low income, middle class, and early adopters) was used. The model was coupled with a real distribution feeder and customer load curve data, and the results showed that heterogeneity of customer’s preferences, values, and behavior led to very distinct load growth patterns. The results emphasize the relevance of modeling customer’s behavioral aspects in planning increasingly complex power systems.
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Keywords
agent-based simulation, behavioral economics, Planning, power distribution, socio-technical systems
Subject
Suggested Citation
Siebert LC, Aoki AR, Lambert-Torres G, Lambert-de-Andrade N, Paterakis NG. An Agent-Based Approach for the Planning of Distribution Grids as a Socio-Technical System. (2023). LAPSE:2023.26468
Author Affiliations
Siebert LC: Department of Intelligent Systems, Delft University of Technology, 2628 XE Delft, The Netherlands; Department of Electrical Engineering, Federal University of Paraná, Curitiba 82590-300, Brazil [ORCID]
Aoki AR: Department of Electrical Engineering, Federal University of Paraná, Curitiba 82590-300, Brazil [ORCID]
Lambert-Torres G: Gnarus Institute, Itajubá 37500-052, Brazil [ORCID]
Lambert-de-Andrade N: Gnarus Institute, Itajubá 37500-052, Brazil
Paterakis NG: Department of Electrical Engineering, Eindhoven University of Technology, 5600MB Eindhoven, The Netherlands [ORCID]
Aoki AR: Department of Electrical Engineering, Federal University of Paraná, Curitiba 82590-300, Brazil [ORCID]
Lambert-Torres G: Gnarus Institute, Itajubá 37500-052, Brazil [ORCID]
Lambert-de-Andrade N: Gnarus Institute, Itajubá 37500-052, Brazil
Paterakis NG: Department of Electrical Engineering, Eindhoven University of Technology, 5600MB Eindhoven, The Netherlands [ORCID]
Journal Name
Energies
Volume
13
Issue
18
Article Number
E4837
Year
2020
Publication Date
2020-09-16
ISSN
1996-1073
Version Comments
Original Submission
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PII: en13184837, Publication Type: Journal Article
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LAPSE:2023.26468
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https://doi.org/10.3390/en13184837
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Apr 3, 2023
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