000162499 001__ 162499
000162499 005__ 20251017144608.0
000162499 0247_ $$2doi$$a10.1016/j.compind.2025.104347
000162499 0248_ $$2sideral$$a145058
000162499 037__ $$aART-2025-145058
000162499 041__ $$aeng
000162499 100__ $$aLaguna, Jorge$$uUniversidad de Zaragoza
000162499 245__ $$aA platform to support the fast development of digital twins for agricultural holdings
000162499 260__ $$c2025
000162499 5060_ $$aAccess copy available to the general public$$fUnrestricted
000162499 5203_ $$aIndustry 4.0 has advanced in agriculture through Smart Agriculture initiatives, yet open-field farming lags in the adoption of digital twins. Although digital twins have transformed manufacturing since 2011, their application in open-field farming remains limited by environmental variability, data scarcity, and financial constraints. This paper addresses four gaps: the lack of affordable platforms for small farms that dominate European agriculture; the need to manage agricultural complexity through data-driven models rather than the physical modelling approaches prevalent in non-agricultural sectors; the absence of open sources solutions adapted to agriculture’s slower innovation pace; the breach between technology and farmers. The platform features innovations in data workflow integration, open data incorporation, a cost-effective shared warehouse, and scalable data pipelines. To validate the proposed platform, a case study with two example digital twins mirroring two fields is conducted. This implementation ran efficiently on modest hardware (2 vCPUs, 4GB RAM). It achieved an average CPU usage of 60%, RAM usage of 2.5 GB, and a deployment time of around one minute. This helps lowering adoption barriers for small holdings and bridging the gap between basic monitoring and complex future systems.
000162499 536__ $$9info:eu-repo/grantAgreement/ES/DGA/T04-24$$9info:eu-repo/grantAgreement/ES/DGA/T59-23R
000162499 540__ $$9info:eu-repo/semantics/openAccess$$aby-nc$$uhttps://creativecommons.org/licenses/by-nc/4.0/deed.es
000162499 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion
000162499 700__ $$0(orcid)0000-0002-2112-3478$$aSuaza-Medina, Mario E.$$uUniversidad de Zaragoza
000162499 700__ $$0(orcid)0000-0001-7866-3793$$aBéjar, Rubén$$uUniversidad de Zaragoza
000162499 700__ $$0(orcid)0000-0003-3071-5819$$aLacasta, Javier$$uUniversidad de Zaragoza
000162499 700__ $$0(orcid)0000-0002-6557-2494$$aZarazaga-Soria, F. Javier$$uUniversidad de Zaragoza
000162499 7102_ $$15007$$2570$$aUniversidad de Zaragoza$$bDpto. Informát.Ingenie.Sistms.$$cÁrea Lenguajes y Sistemas Inf.
000162499 773__ $$g172 (2025), 104347 [12 pp.]$$pComput. ind.$$tCOMPUTERS IN INDUSTRY$$x0166-3615
000162499 8564_ $$s2944317$$uhttps://zaguan.unizar.es/record/162499/files/texto_completo.pdf$$yVersión publicada
000162499 8564_ $$s2593794$$uhttps://zaguan.unizar.es/record/162499/files/texto_completo.jpg?subformat=icon$$xicon$$yVersión publicada
000162499 909CO $$ooai:zaguan.unizar.es:162499$$particulos$$pdriver
000162499 951__ $$a2025-10-17-14:16:09
000162499 980__ $$aARTICLE