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Models within Models - Agent-based Modelling and Simulation in Energy Systems Analysis

Klein, Martin and Reeg, Matthias and Frey, Ulrich (2019) Models within Models - Agent-based Modelling and Simulation in Energy Systems Analysis. Journal of Artificial Societies and Social Simulation. University of Surrey. ISSN 1460-7425

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Official URL: http://jasss.soc.surrey.ac.uk/JASSS.html

Abstract

In this paper, we show which role agent-based modeling and simulation (ABMS) can play in technology and policy assessment of energy systems. Using three case study electricity market models as example (AMIRIS, EMLab-Generation and PowerACE), the advantages of the ABMS method are examined. In particular, we argue why ABMS might serve as framework for many future energy system models that integrate many different algorithms. We then discuss practical and theoretical problems in the development, validation and assessment of energy-system-analytical ABMS and conclude with an outlook and recommendations for energy system modellers who consider incorporating ABMS into their modelling toolbox.

Item URL in elib:https://elib.dlr.de/128581/
Document Type:Article
Title:Models within Models - Agent-based Modelling and Simulation in Energy Systems Analysis
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Klein, MartinM.Klein (at) dlr.dehttps://orcid.org/0000-0001-7283-4707
Reeg, MatthiasMatthias.Reeg (at) dlr.deUNSPECIFIED
Frey, UlrichUlrich.Frey (at) dlr.deUNSPECIFIED
Date:2019
Journal or Publication Title:Journal of Artificial Societies and Social Simulation
Refereed publication:Yes
Open Access:Yes
Gold Open Access:Yes
In SCOPUS:Yes
In ISI Web of Science:Yes
Publisher:University of Surrey
ISSN:1460-7425
Status:Published
Keywords:Agent Based Modelling, Computational Economics, Energy Systems Analysis, Modelling Guidelines, Policy Modelling, Scenario Generation
HGF - Research field:Energy
HGF - Program:Technology, Innovation and Society
HGF - Program Themes:Renewable Energy and Material Resources for Sustainable Futures - Integrating at Different Scales
DLR - Research area:Energy
DLR - Program:E SY - Energy Systems Analysis
DLR - Research theme (Project):E - Systems Analysis and Technology Assessment
Location: Stuttgart
Institutes and Institutions:Institute of Engineering Thermodynamics > Energy Systems Analysis
Deposited By: Frey, Ulrich
Deposited On:23 Aug 2019 15:38
Last Modified:10 Feb 2020 13:40

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