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Optimizing the logistical routing of agricultural side-streams to a biogas plant for a circular bioeconomy implementation

dc.contributor.authorEloranta, Kasper
dc.contributor.authorKoskela, Olli
dc.contributor.authorTampio, Elina
dc.contributor.authorKanniainen, Juho
dc.contributor.authorSaari, Ulla A.
dc.contributor.departmentid4100211210
dc.contributor.orcidhttps://orcid.org/0000-0002-8080-4492
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2025-03-21T13:57:16Z
dc.date.accessioned2025-05-30T08:09:23Z
dc.date.available2025-03-21T13:57:16Z
dc.date.issued2025
dc.description.abstractThe study addresses a Vehicle Routing Problem (VRP) that incorporates elements of the Biomass Collection Problem (BCP), using geo-spatial biomass data to determine pickup site locations and their content levels. Optimization techniques are proposed for the Biomass Routing and Biogas Production Problem (BRBPP). Biomass potential data was sourced from a national open data service used in Finland. The developed methodology includes models used to simulate and optimize components within a circular supply chain for transporting biomasses to biogas plants for renewable energy production. The study executes spatial information mapping for biomasses near the biogas plant and proposes an optimized routing plan for the optimization problem, aiming to execute a cost-effective logistic routing for continuous biogas production. The main contributions of the study are the tool and methodology developed for geospatial mapping of extensive datasets alongside modeling and optimizing logistic routing for biomass collection and transportation to centralized biogas plants.
dc.format.bitstreamtrue
dc.format.pagerange10 p.
dc.identifier.olddbid498775
dc.identifier.oldhandle10024/556199
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/84817
dc.identifier.urlhttps://doi.org/10.1016/j.biteb.2025.102097
dc.identifier.urnURN:NBN:fi-fe2025032120117
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationei
dc.okm.discipline1172
dc.okm.discipline113
dc.okm.discipline218
dc.okm.internationalcopublicationei
dc.okm.julkaisukanavaoa2 = Osittain avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherElsevier BV
dc.relation.articlenumber102097
dc.relation.doi10.1016/j.biteb.2025.102097
dc.relation.ispartofseriesBioresource Technology Reports
dc.relation.issn2589-014X
dc.rightsCC BY 4.0
dc.source.identifierhttps://jukuri.luke.fi/handle/10024/556199
dc.subjectcircular bioeconomy
dc.subjectlogictic routing
dc.subjectoptimization
dc.subjectbiogas
dc.subjectsimulation
dc.subjectgenetic algorithms
dc.teh41007-00262801
dc.titleOptimizing the logistical routing of agricultural side-streams to a biogas plant for a circular bioeconomy implementation
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

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