{"title":"中试循环水养殖系统工艺设计与控制的整合","authors":"Shayesteh Dolatabadi, Luis Ricardez-Sandoval","doi":"10.1016/j.aquaeng.2025.102580","DOIUrl":null,"url":null,"abstract":"<div><div>This work presents an optimization formulation to integrate design and control for Recirculating Aquaculture Systems (RAS). The key is to find a feasible and dynamically operable RAS with the optimal equipment sizing, control strategies, and batch time that maximizes the annual profit. Fish welfare was explicitly considered by enforcing limits on toxic components and taking into consideration the effects of water quality on the dynamic fish growth and mortality rates. A dynamic optimization control strategy was employed to ensure an optimal rearing environment. A pilot-scale rainbow trout RAS farm was selected as our case study. The proposed simultaneous design and control scheme was able to significantly enhance RAS profitability by running shorter batches in larger fish tanks with optimal control actions. Temperature effects and a disturbance scenario involving the feeding rate were investigated to gain further insights and advance the adoption of these emerging systems in aquaculture.</div></div>","PeriodicalId":8120,"journal":{"name":"Aquacultural Engineering","volume":"111 ","pages":"Article 102580"},"PeriodicalIF":4.3000,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Integration of process design and control of a pilot-scale recirculating aquaculture system\",\"authors\":\"Shayesteh Dolatabadi, Luis Ricardez-Sandoval\",\"doi\":\"10.1016/j.aquaeng.2025.102580\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This work presents an optimization formulation to integrate design and control for Recirculating Aquaculture Systems (RAS). The key is to find a feasible and dynamically operable RAS with the optimal equipment sizing, control strategies, and batch time that maximizes the annual profit. Fish welfare was explicitly considered by enforcing limits on toxic components and taking into consideration the effects of water quality on the dynamic fish growth and mortality rates. A dynamic optimization control strategy was employed to ensure an optimal rearing environment. A pilot-scale rainbow trout RAS farm was selected as our case study. The proposed simultaneous design and control scheme was able to significantly enhance RAS profitability by running shorter batches in larger fish tanks with optimal control actions. Temperature effects and a disturbance scenario involving the feeding rate were investigated to gain further insights and advance the adoption of these emerging systems in aquaculture.</div></div>\",\"PeriodicalId\":8120,\"journal\":{\"name\":\"Aquacultural Engineering\",\"volume\":\"111 \",\"pages\":\"Article 102580\"},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2025-06-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Aquacultural Engineering\",\"FirstCategoryId\":\"97\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S014486092500069X\",\"RegionNum\":2,\"RegionCategory\":\"农林科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"AGRICULTURAL ENGINEERING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aquacultural Engineering","FirstCategoryId":"97","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S014486092500069X","RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"AGRICULTURAL ENGINEERING","Score":null,"Total":0}
Integration of process design and control of a pilot-scale recirculating aquaculture system
This work presents an optimization formulation to integrate design and control for Recirculating Aquaculture Systems (RAS). The key is to find a feasible and dynamically operable RAS with the optimal equipment sizing, control strategies, and batch time that maximizes the annual profit. Fish welfare was explicitly considered by enforcing limits on toxic components and taking into consideration the effects of water quality on the dynamic fish growth and mortality rates. A dynamic optimization control strategy was employed to ensure an optimal rearing environment. A pilot-scale rainbow trout RAS farm was selected as our case study. The proposed simultaneous design and control scheme was able to significantly enhance RAS profitability by running shorter batches in larger fish tanks with optimal control actions. Temperature effects and a disturbance scenario involving the feeding rate were investigated to gain further insights and advance the adoption of these emerging systems in aquaculture.
期刊介绍:
Aquacultural Engineering is concerned with the design and development of effective aquacultural systems for marine and freshwater facilities. The journal aims to apply the knowledge gained from basic research which potentially can be translated into commercial operations.
Problems of scale-up and application of research data involve many parameters, both physical and biological, making it difficult to anticipate the interaction between the unit processes and the cultured animals. Aquacultural Engineering aims to develop this bioengineering interface for aquaculture and welcomes contributions in the following areas:
– Engineering and design of aquaculture facilities
– Engineering-based research studies
– Construction experience and techniques
– In-service experience, commissioning, operation
– Materials selection and their uses
– Quantification of biological data and constraints