文章基本信息

标题：Models Within Models – Agent-Based Modelling and Simulation in Energy Systems Analysis
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作者：Martin Klein ; Ulrich J. Frey ; Matthias Reeg 等
期刊名称：Journal of Artificial Societies and Social Simulation
印刷版ISSN：1460-7425
出版年度：2019
卷号：22
期号：4
页码：1-18
DOI：10.18564/jasss.4129
出版社：University of Surrey, Department of Sociology
摘要：This paper tries to show the various roles agent-based modeling and simulation (ABMS) can play in technology and policy assessment of energy systems. We examine the advantages of ABMS methods using three case studies of electricity market models as example (AMIRIS, EMLab-Generation and PowerACE). In particular, we argue why ABMS might serve as framework for many future energy system models that integrate many dierent 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.
关键词：Agent Based Modelling; Computational Economics; Energy Systems Analysis; Modelling Guidelines; Policy Modelling; Energy Scenarios