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Price Dynamics for Electricity in Smart Grid Via Mean-Field-Type Games
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Mathematical Statistics.ORCID iD: 0000-0002-6608-0715
2020 (English)In: Dynamic Games and Applications, ISSN 2153-0785, E-ISSN 2153-0793, Vol. 10, no 4, p. 798-818Article in journal (Refereed) Published
Abstract [en]

In this article, a profit optimization between electricity producers is formulated and solved. The problem is described by a linear jump-diffusion system of conditional mean-field type where the conditioning is with respect to common noise and a quadratic cost functional involving the second moment, the square of the conditional expectation of the control actions of the producers. We provide semi-explicit solution of the corresponding mean-field-type game problem with common noise. The equilibrium strategies are in state-and-conditional mean-field feedback form, where the mean-field term is the conditional price given the realization of the global uncertainty. The methodology is extended to a situation of incomplete information mean-field-type game in which each producer knows its own type but not the types of the other producers. We compute the Bayesian mean-field-type equilibrium in a semi-explicit way and show that it is not ex post resilient.

Place, publisher, year, edition, pages
Birkhauser , 2020. Vol. 10, no 4, p. 798-818
Keywords [en]
Electricity price dynamics, Mean-field-type games, Smart grids
National Category
Probability Theory and Statistics
Identifiers
URN: urn:nbn:se:kth:diva-302815DOI: 10.1007/s13235-020-00367-8ISI: 000572588000001Scopus ID: 2-s2.0-85091614716OAI: oai:DiVA.org:kth-302815DiVA, id: diva2:1599797
Note

QC 20211001

Available from: 2021-10-01 Created: 2021-10-01 Last updated: 2022-06-25Bibliographically approved

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Djehiche, Boualem

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