Linear Modelling of the Mass Balance and Energy Demand for a Recirculating Aquaculture System

This work seeks to understand the predominant drivers affecting energy demand for a recirculating aquaculture system (RAS) by developing a numerical model in Matlab coupled with Aspen HYSYS and validating against measurement data for a case-study site. 15 weeks of RAS operation were simulated to rep...

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Published in:Aquacultural Engineering
Main Authors: Ayuso Virgili, Gerard, Jafari, Leila, Lande-Sudall, David, Lümmen, Norbert
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2023
Subjects:
Online Access:https://hdl.handle.net/11250/3062037
https://doi.org/10.1016/j.aquaeng.2023.102330
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spelling fthsvestlandet:oai:hvlopen.brage.unit.no:11250/3062037 2024-03-03T08:42:50+00:00 Linear Modelling of the Mass Balance and Energy Demand for a Recirculating Aquaculture System Ayuso Virgili, Gerard Jafari, Leila Lande-Sudall, David Lümmen, Norbert 2023 application/pdf https://hdl.handle.net/11250/3062037 https://doi.org/10.1016/j.aquaeng.2023.102330 eng eng Elsevier Norges forskningsråd: 301828 Aquacultural Engineering. 2023, 101:102330. urn:issn:0144-8609 https://hdl.handle.net/11250/3062037 https://doi.org/10.1016/j.aquaeng.2023.102330 cristin:2136656 Navngivelse 4.0 Internasjonal http://creativecommons.org/licenses/by/4.0/deed.no © 2023 The Author(s). 13 101 Aquacultural Engineering 102330 Peer reviewed Journal article 2023 fthsvestlandet https://doi.org/10.1016/j.aquaeng.2023.102330 2024-02-02T12:41:00Z This work seeks to understand the predominant drivers affecting energy demand for a recirculating aquaculture system (RAS) by developing a numerical model in Matlab coupled with Aspen HYSYS and validating against measurement data for a case-study site. 15 weeks of RAS operation were simulated to replicate the grow-out of Atlantic salmon (Salmo salar) from 42.5 to 322 g body weight (BW). Data on water quality parameters and the energy demand of the RAS and its equipment were generated. The water treatment loop was automated from Matlab, along with simulation of the fish tanks. Parameters were continuously updated during the quasi-steady dynamic simulation of the RAS and data was stored. Concentrations of oxygen, carbon dioxide, total ammonia nitrogen, total suspended solids and nitrate nitrogen in the fish tanks were recorded for the full 15 week grow-out. The specific energy demand of the RAS was calculated at 9.59 kWh/kg for the full grow-out. In total, 664 MWh were needed for the complete RAS operation. Coupling Matlab and Aspen HYSYS is a viable method for modelling and simulating a RAS. The presented tool can also simulate abrupt changes in the system (such as a power outage) and resume normal operation once power is restored. publishedVersion Article in Journal/Newspaper Atlantic salmon Salmo salar Høgskulen på Vestlandet: HVL Open Aquacultural Engineering 101 102330
institution Open Polar
collection Høgskulen på Vestlandet: HVL Open
op_collection_id fthsvestlandet
language English
description This work seeks to understand the predominant drivers affecting energy demand for a recirculating aquaculture system (RAS) by developing a numerical model in Matlab coupled with Aspen HYSYS and validating against measurement data for a case-study site. 15 weeks of RAS operation were simulated to replicate the grow-out of Atlantic salmon (Salmo salar) from 42.5 to 322 g body weight (BW). Data on water quality parameters and the energy demand of the RAS and its equipment were generated. The water treatment loop was automated from Matlab, along with simulation of the fish tanks. Parameters were continuously updated during the quasi-steady dynamic simulation of the RAS and data was stored. Concentrations of oxygen, carbon dioxide, total ammonia nitrogen, total suspended solids and nitrate nitrogen in the fish tanks were recorded for the full 15 week grow-out. The specific energy demand of the RAS was calculated at 9.59 kWh/kg for the full grow-out. In total, 664 MWh were needed for the complete RAS operation. Coupling Matlab and Aspen HYSYS is a viable method for modelling and simulating a RAS. The presented tool can also simulate abrupt changes in the system (such as a power outage) and resume normal operation once power is restored. publishedVersion
format Article in Journal/Newspaper
author Ayuso Virgili, Gerard
Jafari, Leila
Lande-Sudall, David
Lümmen, Norbert
spellingShingle Ayuso Virgili, Gerard
Jafari, Leila
Lande-Sudall, David
Lümmen, Norbert
Linear Modelling of the Mass Balance and Energy Demand for a Recirculating Aquaculture System
author_facet Ayuso Virgili, Gerard
Jafari, Leila
Lande-Sudall, David
Lümmen, Norbert
author_sort Ayuso Virgili, Gerard
title Linear Modelling of the Mass Balance and Energy Demand for a Recirculating Aquaculture System
title_short Linear Modelling of the Mass Balance and Energy Demand for a Recirculating Aquaculture System
title_full Linear Modelling of the Mass Balance and Energy Demand for a Recirculating Aquaculture System
title_fullStr Linear Modelling of the Mass Balance and Energy Demand for a Recirculating Aquaculture System
title_full_unstemmed Linear Modelling of the Mass Balance and Energy Demand for a Recirculating Aquaculture System
title_sort linear modelling of the mass balance and energy demand for a recirculating aquaculture system
publisher Elsevier
publishDate 2023
url https://hdl.handle.net/11250/3062037
https://doi.org/10.1016/j.aquaeng.2023.102330
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_source 13
101
Aquacultural Engineering
102330
op_relation Norges forskningsråd: 301828
Aquacultural Engineering. 2023, 101:102330.
urn:issn:0144-8609
https://hdl.handle.net/11250/3062037
https://doi.org/10.1016/j.aquaeng.2023.102330
cristin:2136656
op_rights Navngivelse 4.0 Internasjonal
http://creativecommons.org/licenses/by/4.0/deed.no
© 2023 The Author(s).
op_doi https://doi.org/10.1016/j.aquaeng.2023.102330
container_title Aquacultural Engineering
container_volume 101
container_start_page 102330
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