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An Ising Spin-Based Model to Explore Efficient Flexibility in Distributed Power Systems
Joint Authors
Prieto-Castrillo, Francisco
Shokri Gazafroudi, Amin
Prieto, Javier
Corchado Rodriguez, Juan Manuel
Source
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-05-08
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
This paper analyses customers’ demand flexibility in a local power trading scenario through an Ising spin-based model.
We look at quantitative information on the two-way relationships between power exchanges and spin dynamics.
To this end, a modified version of the Metropolis-Hastings algorithm was implemented, including a gradient descent through the constraint surface.
This allowed us to analyse the system on a large scale (considering the cumulated benefit of all the actors involved) and also from the perspective of total aggregation.
In a maximum flexibility scenario, the total aggregation profit increases with the number of aggregators.
We also investigate numerically the effect of aggregator boundaries on the spin dynamics.
American Psychological Association (APA)
Prieto-Castrillo, Francisco& Shokri Gazafroudi, Amin& Prieto, Javier& Corchado Rodriguez, Juan Manuel. 2018. An Ising Spin-Based Model to Explore Efficient Flexibility in Distributed Power Systems. Complexity،Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1134866
Modern Language Association (MLA)
Prieto-Castrillo, Francisco…[et al.]. An Ising Spin-Based Model to Explore Efficient Flexibility in Distributed Power Systems. Complexity No. 2018 (2018), pp.1-16.
https://search.emarefa.net/detail/BIM-1134866
American Medical Association (AMA)
Prieto-Castrillo, Francisco& Shokri Gazafroudi, Amin& Prieto, Javier& Corchado Rodriguez, Juan Manuel. An Ising Spin-Based Model to Explore Efficient Flexibility in Distributed Power Systems. Complexity. 2018. Vol. 2018, no. 2018, pp.1-16.
https://search.emarefa.net/detail/BIM-1134866
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1134866