Linear programming for regulation-compliant digestate disposal in Spanish biogas plants

Authors

DOI:

https://doi.org/10.17979/ja-cea.2026.47.13826

Keywords:

Complex logistic systems, Intelligent decision support systems in manufacturing, Modelling and decision making in complex systems, Optimization and control of large-scale network systems, Production planning and control

Abstract

Anaerobic digestion converts organic feedstocks into biogas and a nutrient-rich digestate whose land application closes the nitrogen loop and offsets part of nearby croplands’ synthetic-fertilizer demand. Allocating digestate batches to eligible parcels is constrained by Spanish Royal Decrees 1051/2022 and 47/2022, by autonomous-community frameworks such as Catalonia’s Decree 153/2019, and by crop nutrient demand and soil status, yielding a large constrained planning problem. This work formulates a linear programming model over a 12 month horizon with monthly time steps that allocates whole or separated digestate to parcels, prioritising those closest to the plant, subject to nitrogen, heavy-metal and salinity limits. The model is re-solved every month within a rolling-horizon scheme stabilised by a penalty on changes to previously committed decisions. On a synthetic scenario of 2,000 parcels, all regulatory thresholds are met and the plant obtains a monthly application plan that can be recomputed as regulations change.

References

Asociación Española de Biocircularidad, Nov. 2025. Plantas de biogás y biometano en España: garantías ambientales, control administrativo y respuesta rigurosa a la desinformación. BIOCIRC.

European Biogas Association, 2023. The contribution of digestate to soil health. EBA Technical Reports 1(1), European Biogas Association.

Government of Catalonia, 2019. Decree 153/2019, of july 3, on the management of soil fertilization and livestock dejections. Official Gazette of the Government of Catalonia.

Government of Spain, 2022a. Royal decree 1051/2022, of december 27, establishing rules for sustainable nutrition in agricultural soils. Official Gazette of Spain.

Government of Spain, 2022b. Royal decree 47/2022, of january 18, on the protection of waters against diffuse pollution caused by nitrates from agricultural sources. Official Gazette of Spain.

Huangfu, Q., Hall, J. A. J., 2018. Parallelizing the dual revised simplex method. Mathematical Programming Computation 10 (1), 119–142. DOI: 10.1007/s12532-017-0130-5

Pantet, J., Montastruc, L., Thiriet, P., 2026. What’s new in biomass supply chain optimization? current trends and insights. Computers and Chemical Engineering 207 (1), 109545. DOI: 10.1016/j.compchemeng.2025.109545

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Published

2026-09-01

Issue

Section

Modelado, Simulación y Optimización