dc.creator | Báez González, Pablo | es |
dc.creator | García-Torres, Félix | es |
dc.creator | Ridao Carlini, Miguel Ángel | es |
dc.creator | Bordons Alba, Carlos | es |
dc.date.accessioned | 2020-10-21T18:52:00Z | |
dc.date.available | 2020-10-21T18:52:00Z | |
dc.date.issued | 2020-07 | |
dc.identifier.citation | Báez González, P., García-Torres, F., Ridao Carlini, M.Á. y Bordons Alba, C. (2020). A Stochastic MPC Based Energy Management System for Simultaneous Participation in Continuous and Discrete Prosumer-to-Prosumer Energy Markets. Energies, 13 (14). Article number 3751. | |
dc.identifier.issn | EISSN 1996-1073 | es |
dc.identifier.uri | https://hdl.handle.net/11441/102128 | |
dc.description.abstract | This article studies the exchange of self-produced renewable energy between prosumers
(and with pure end consumers), through the discrete trading of energy packages and proposes
a framework for optimizing this exchange. In order to mitigate the imbalances derived from
discrepancies between production and consumption and their respective forecasts, the simultaneous
continuous trading of instantaneous power quotas is proposed, giving rise to a time-ahead market
running in parallel with a real-time one. An energy management system (EMS) based on stochastic
model predictive control (SMPC) simultaneously determines the optimal bidding strategies for both
markets, as well as the optimal utilisation of any energy storage system (ESS). Simulations carried out
for a heterogeneous group of agents show that those with SMPC-EMS achieve savings of between 3%
and 15% in their energy operation economic result. The proposed structures allows the peer-to-peer
(P2P) energy trading between end users without ESS and constitute a viable alternative to avoid
deviation penalties in secondary regulation markets. | es |
dc.description.sponsorship | Ministerio de Economía y Competitividad ‘Retos Investigación 2016’ DPI2016-78338-R | es |
dc.format | application/pdf | es |
dc.format.extent | 23 p. | es |
dc.language.iso | eng | es |
dc.publisher | MDPI | es |
dc.relation.ispartof | Energies, 13 (14). Article number 3751. | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Energy trading | es |
dc.subject | Microgrids | es |
dc.subject | Peer to peer | es |
dc.subject | Stochastic | es |
dc.subject | Model predictive control | es |
dc.subject | Energy management system | es |
dc.subject | Prosumers | es |
dc.subject | Continuous market | es |
dc.subject | Discrete market | es |
dc.title | A Stochastic MPC Based Energy Management System for Simultaneous Participation in Continuous and Discrete Prosumer-to-Prosumer Energy Markets | es |
dc.type | info:eu-repo/semantics/article | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Ingeniería de Sistemas y Automática | es |
dc.relation.projectID | DPI2016-78338-R | es |
dc.relation.publisherversion | https://doi.org/10.3390/en13143751 | es |
dc.identifier.doi | 10.3390/en13143751 | es |
dc.journaltitle | Energies | es |
dc.publication.volumen | 13 | es |
dc.publication.issue | 14 | es |
dc.publication.initialPage | Article number 3751 | es |
dc.contributor.funder | Ministerio de Economía y Competitividad (MINECO). España | es |