渔业现代化2024，Vol.51Issue(2)：53-60,8.DOI:10.3969/j.issn.1007-9580.2024.02.007
边缘算力在智能水产养殖方面研究与应用
Application of edge computing power in intelligent aquaculture
摘要
Abstract
To reduce environmental pollution in aquaculture,ensure the safety of the aquaculture ecosystem,and improve the quality of the ecological environment,this article uses Internet of Things technology to design and implement an intelligent monitoring system for aquaculture.The system achieves real-time collection,remote display,and automatic control of dissolved oxygen,pH value,water temperature,light intensity,environmental temperature,and humidity parameters in the aquaculture area through intelligent sensor terminals,achieving remote intelligent aquaculture of aquatic products.At the same time,the system uses Raspberry Pie as the edge computing device to explain the system from four main aspects:the perception layer,the transport layer,the edge computing layer,and the application layer.Through intelligent algorithms,the system realizes real-time fine management of resources,making data visible and credible,and further explores the feasibility of intelligent and collaborative aquaculture.The practice has shown that the system has advantages such as stable operation,accurate perception,timely control,and strong scalability on physical models,and can be promoted and applied in aquaculture.关键词
边缘算力/智能算法/物联网技术/水产养殖Key words
edge cumputing power/smart algorithms/LoT technology/aquaculture分类
农业科技引用本文复制引用
张锋,黄自强,申启杨,邓春辉..边缘算力在智能水产养殖方面研究与应用[J].渔业现代化,2024,51(2):53-60,8.基金项目
国家自然科学基金资助项目(61272382) （61272382）
国家青年自然科学基金资助项目(6140110) （6140110）
广东省教育厅科研基金资助项目(2021ZDZX1074) （2021ZDZX1074）
茂名市科技计划项目基金资助项目(201513) （201513）
广东省大学生创新创业项目(73322059) （73322059）
