Mean field modeling of large-scale energy systems
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Author / Producer
Date
2015-02
Publication Type
Conference Paper
ETH Bibliography
yes
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Abstract
This work proposes mean field game-type models for two instances of large- scale energy systems, namely plug-in electric vehicles and thermostatically controlled loads. Theoretical and numerical analysis show that both systems possess an equilibrium configuration which is optimal for the individuals and beneficial for the overall population.
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Publication status
published
External links
Book title
8th Vienna International Conferenceon Mathematical Modelling, MATHMOD 2015. Proceedings
Journal / series
Volume
48 (1)
Pages / Article No.
918 - 919
Publisher
Elsevier
Event
8th Vienna International Conference on Mathematical Modelling (MATHMOD 2015)
Edition / version
Methods
Software
Geographic location
Date collected
Date created
Subject
Large-scale systems; Energy systems; Electric vehicles; Thermostatically-controlled loads; Game theoretical methods; Demand response methods
Organisational unit
03751 - Lygeros, John / Lygeros, John