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

The 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. • Methodology models logistics of supply chain of biomasses to bioreactor. • Accumulation and quality decrease of biomass in storage is considered in the model. • Presents a holistic approach of biomasses from supply logistics to biogas yield. • Introduces a framework to analyze logistics for optimal transportation and storage.

Authors

Publication Details

Journal
Bioresource Technology Reports
Published
2025-03-14
DOI
https://doi.org/10.1016/j.biteb.2025.102097
Citations
2
Primary Topic
Sustainable Supply Chain Management
Type
article
Field-Weighted Citation Impact
4.45

Funders

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article

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

Elina Tampio, Juho Kanniainen, Ulla A. Saari, Olli Koskela et al.
2 citations
Bioresource Technology Reports
Sustainable Supply Chain Management
4.45
article

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

Elina Tampio, Juho Kanniainen, Ulla A. Saari, Olli Koskela, Kasper Eloranta
article en
2 citations

Abstract

The 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. • Methodology models logistics of supply chain of biomasses to bioreactor. • Accumulation and quality decrease of biomass in storage is considered in the model. • Presents a holistic approach of biomasses from supply logistics to biogas yield. • Introduces a framework to analyze logistics for optimal transportation and storage.

Bioresource Technology ReportsVol. 30
European Regional Development Fund
Zero hunger
Openalex Percentile: Top 7%
Sustainable Supply Chain Management
4.45
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