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Model Predictive Control: Demand-Orientated, Load-Flexible, Full-Scale Biogas Production

Biogas plants have the great advantage that they produce electricity according to demand and can thus compensate for fluctuating production from weather-dependent sources such as wind power and photovoltaics. A prerequisite for flexible biogas plant operation is a suitable feeding strategy for an ad...

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Detalles Bibliográficos
Autores principales: Dittmer, Celina, Ohnmacht, Benjamin, Krümpel, Johannes, Lemmer, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9024721/
https://www.ncbi.nlm.nih.gov/pubmed/35456854
http://dx.doi.org/10.3390/microorganisms10040804
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author Dittmer, Celina
Ohnmacht, Benjamin
Krümpel, Johannes
Lemmer, Andreas
author_facet Dittmer, Celina
Ohnmacht, Benjamin
Krümpel, Johannes
Lemmer, Andreas
author_sort Dittmer, Celina
collection PubMed
description Biogas plants have the great advantage that they produce electricity according to demand and can thus compensate for fluctuating production from weather-dependent sources such as wind power and photovoltaics. A prerequisite for flexible biogas plant operation is a suitable feeding strategy for an adjusted conversion of biomass into biogas. This research work is the first to demonstrate a practical, integrated model predictive control (MPC) for load-flexible, demand-orientated biogas production and the results show promising options for practical application on almost all full-scale biogas plants with no or only minor adjustments to the standardly existing measurement technology. Over an experimental period of 36 days, the biogas production of a full-scale plant was adjusted to the predicted electricity demand of a “real-world laboratory”. Results with a mean absolute percentage error (MAPE) of less than 20% when comparing biogas demand and production were consistently obtained.
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spelling pubmed-90247212022-04-23 Model Predictive Control: Demand-Orientated, Load-Flexible, Full-Scale Biogas Production Dittmer, Celina Ohnmacht, Benjamin Krümpel, Johannes Lemmer, Andreas Microorganisms Article Biogas plants have the great advantage that they produce electricity according to demand and can thus compensate for fluctuating production from weather-dependent sources such as wind power and photovoltaics. A prerequisite for flexible biogas plant operation is a suitable feeding strategy for an adjusted conversion of biomass into biogas. This research work is the first to demonstrate a practical, integrated model predictive control (MPC) for load-flexible, demand-orientated biogas production and the results show promising options for practical application on almost all full-scale biogas plants with no or only minor adjustments to the standardly existing measurement technology. Over an experimental period of 36 days, the biogas production of a full-scale plant was adjusted to the predicted electricity demand of a “real-world laboratory”. Results with a mean absolute percentage error (MAPE) of less than 20% when comparing biogas demand and production were consistently obtained. MDPI 2022-04-12 /pmc/articles/PMC9024721/ /pubmed/35456854 http://dx.doi.org/10.3390/microorganisms10040804 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Dittmer, Celina
Ohnmacht, Benjamin
Krümpel, Johannes
Lemmer, Andreas
Model Predictive Control: Demand-Orientated, Load-Flexible, Full-Scale Biogas Production
title Model Predictive Control: Demand-Orientated, Load-Flexible, Full-Scale Biogas Production
title_full Model Predictive Control: Demand-Orientated, Load-Flexible, Full-Scale Biogas Production
title_fullStr Model Predictive Control: Demand-Orientated, Load-Flexible, Full-Scale Biogas Production
title_full_unstemmed Model Predictive Control: Demand-Orientated, Load-Flexible, Full-Scale Biogas Production
title_short Model Predictive Control: Demand-Orientated, Load-Flexible, Full-Scale Biogas Production
title_sort model predictive control: demand-orientated, load-flexible, full-scale biogas production
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9024721/
https://www.ncbi.nlm.nih.gov/pubmed/35456854
http://dx.doi.org/10.3390/microorganisms10040804
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