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题名

Digital Twin Technology for Aquaponics: Towards Optimizing Food Production with Dynamic Data Driven Application Systems

作者
通讯作者Ghandar, Adam
DOI
发表日期
2019
ISSN
18650937
会议录名称
卷号
1094
页码
3-14
会议地点
Singapore, Singapore
出版者
摘要
Aquaponics, or recirculating aquaculture production systems, harness the symbiotic relationship between plants and fish for food production. A large quantity of fish can be raised in a small volume of water by the effect of plants in removing toxic waste products excreted by fish; in turn the waste is broken down by microbial activity to obtain concentrated nutrients for intensive plant/crop growing. The concentration of nutrients generated is similar to hydroponic nutrient solutions. Water is conserved in the integrated process and may be reused. In this paper we consider an approach comprising self-contained aquaponics production units each of which is a closed system where the balance of fish stock and plants is monitored and controlled automatically. We provide empirical results of a simulation and a physical implementation. The design involves an online virtual production unit implemented with a simulation that is updated with data from the real system (a dynamic data driven application system). The virtual unit anticipates the performance of the real system and enabling what if analysis and optimization of the behavior of the whole system: for example to maximize production, minimize waste, conserve water and other resources, meet quality standards, and other production goals.
© 2019, Springer Nature Singapore Pte Ltd.
学校署名
第一 ; 通讯
收录类别
EI入藏号
20194807769859
EI主题词
Aquaculture ; Computer simulation ; Cyber Physical System ; Embedded systems ; Fish ; Large scale systems ; Nutrients ; Quality control ; Toxic materials
EI分类号
Computer Applications:723.5 ; Agricultural Methods:821.3 ; Quality Assurance and Control:913.3 ; Systems Science:961
来源库
EV Compendex
引用统计
被引频次[WOS]:23
成果类型会议论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/50914
专题南方科技大学
工学院_计算机科学与工程系
作者单位
1.Southern University of Science and Technology, Shenzhen, China
2.Al-Khawarizmi Institute of Computer Science, University of Engineering and Technology (UET)- Lahore, Lahore, Pakistan
第一作者单位南方科技大学
通讯作者单位南方科技大学
第一作者的第一单位南方科技大学
推荐引用方式
GB/T 7714
Ahmed, Ayyaz,Zulfiqar, Shahid,Ghandar, Adam,et al. Digital Twin Technology for Aquaponics: Towards Optimizing Food Production with Dynamic Data Driven Application Systems[C]:Springer,2019:3-14.
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