Cargando…
Improvements to the ADM1 based Process Simulation Model: Reaction segregation, parameter estimation and process optimization
Anaerobic digestion is a sustainable organic waste treatment technique with energy recovery via biogas generation. This work presents a novel Aspen Plus ADM1-based flowsheet for this process. Three reactor segments were chosen: stoichiometric for the hydrolysis step, kinetic for acido-aceto-methanog...
Autor principal: | |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712131/ https://www.ncbi.nlm.nih.gov/pubmed/36466570 http://dx.doi.org/10.1016/j.heliyon.2022.e11793 |
_version_ | 1784841732709416960 |
---|---|
author | Bechara, Rami |
author_facet | Bechara, Rami |
author_sort | Bechara, Rami |
collection | PubMed |
description | Anaerobic digestion is a sustainable organic waste treatment technique with energy recovery via biogas generation. This work presents a novel Aspen Plus ADM1-based flowsheet for this process. Three reactor segments were chosen: stoichiometric for the hydrolysis step, kinetic for acido-aceto-methanogenesis, and equilibrium for hydrogenotrophic methane production. Selected parameters- conversion ratios, kinetic pre-exponent and inhibitor factors- were controlled to best fit model and experimental results. The parity plot fitting had an R(2) = 0.999, a slope of 1.0058 and an intercept of −0.8651. Obtained parameter values stressed the importance of inhibitions, and simulation results showcased the bell-shaped curve for acetic and volatile fatty acid reduction. The model was used for a subsequent sensitivity analysis as well as an optimization runs, leading to a 50% higher methane production ratio. The proposed model presents itself as a significant contribution for optimal anaerobic digestion process design. |
format | Online Article Text |
id | pubmed-9712131 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-97121312022-12-02 Improvements to the ADM1 based Process Simulation Model: Reaction segregation, parameter estimation and process optimization Bechara, Rami Heliyon Research Article Anaerobic digestion is a sustainable organic waste treatment technique with energy recovery via biogas generation. This work presents a novel Aspen Plus ADM1-based flowsheet for this process. Three reactor segments were chosen: stoichiometric for the hydrolysis step, kinetic for acido-aceto-methanogenesis, and equilibrium for hydrogenotrophic methane production. Selected parameters- conversion ratios, kinetic pre-exponent and inhibitor factors- were controlled to best fit model and experimental results. The parity plot fitting had an R(2) = 0.999, a slope of 1.0058 and an intercept of −0.8651. Obtained parameter values stressed the importance of inhibitions, and simulation results showcased the bell-shaped curve for acetic and volatile fatty acid reduction. The model was used for a subsequent sensitivity analysis as well as an optimization runs, leading to a 50% higher methane production ratio. The proposed model presents itself as a significant contribution for optimal anaerobic digestion process design. Elsevier 2022-11-29 /pmc/articles/PMC9712131/ /pubmed/36466570 http://dx.doi.org/10.1016/j.heliyon.2022.e11793 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Bechara, Rami Improvements to the ADM1 based Process Simulation Model: Reaction segregation, parameter estimation and process optimization |
title | Improvements to the ADM1 based Process Simulation Model: Reaction segregation, parameter estimation and process optimization |
title_full | Improvements to the ADM1 based Process Simulation Model: Reaction segregation, parameter estimation and process optimization |
title_fullStr | Improvements to the ADM1 based Process Simulation Model: Reaction segregation, parameter estimation and process optimization |
title_full_unstemmed | Improvements to the ADM1 based Process Simulation Model: Reaction segregation, parameter estimation and process optimization |
title_short | Improvements to the ADM1 based Process Simulation Model: Reaction segregation, parameter estimation and process optimization |
title_sort | improvements to the adm1 based process simulation model: reaction segregation, parameter estimation and process optimization |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9712131/ https://www.ncbi.nlm.nih.gov/pubmed/36466570 http://dx.doi.org/10.1016/j.heliyon.2022.e11793 |
work_keys_str_mv | AT bechararami improvementstotheadm1basedprocesssimulationmodelreactionsegregationparameterestimationandprocessoptimization |