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Economic model predictive control for smart and sustainable agriculture

dc.contributor.authorCáceres Rodríguez, Gabriela
dc.contributor.authorMillán Gata, Pablo 
dc.contributor.authorPereira Martín, Mario
dc.contributor.authorLozano, David
dc.date.accessioned2021-03-04T12:37:22Z
dc.date.available2021-03-04T12:37:22Z
dc.date.issued2020-11
dc.identifier.urihttp://hdl.handle.net/20.500.12412/2337
dc.description.abstractThe joint effects of rise of global population, climate change and water scarcity makes the shift towards an efficient and sustainable agriculture more and more urgent. Fortunately, recent developments in low-cost, IoT-based sensors and actuators can help us to incorporate advanced control techniques for efficient irrigation system. This paper proposes the use of an economic model predictive control at a farm scale. The controller makes use of soil moisture data sent by the sensors, price signals, operative restrictions, and accurate dynamical models of water dynamics in the soil. Its performance is demonstrated through simulations based on a real case-study, showing that it is possible to obtain significant reductions in water and energy consumption and operation costs.es
dc.description.abstractThis research was partially funded by the proyect INNOREGA: Riego sostenible basado en monitorización distribuida e inteligencia artificial (PP.AVA.AVA2019.024). This project is co-financed by the FEDER funds (UE) within the “Programa Operativo de Andalucía 2014–2020”.es
dc.language.isoenges
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/*
dc.titleEconomic model predictive control for smart and sustainable agriculturees
dc.typearticlees
dc.publisher.affiliationDepartamento de Ingenieríaes
dc.rights.accessRightsopenAccesses
dc.subject.keywordSustainable agriculturees
dc.subject.keywordModel predictive controles
dc.subject.keywordEconomic optimizationes


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Attribution-NonCommercial-NoDerivatives 4.0 Internacional
Except where otherwise noted, this item's license is described as Attribution-NonCommercial-NoDerivatives 4.0 Internacional