Application of Regression Analysis to Achieve a Smart Monitoring System for Aquaculture

Chia Nan University of Pharmacy & Science Institutional Repository > 智慧生活學院 > 資訊管理系 > 期刊論文 > Item 310902800/34078

jsp.display-item.identifier=請使用永久網址來引用或連結此文件: https://ir.cnu.edu.tw/handle/310902800/34078

標題:	Application of Regression Analysis to Achieve a Smart Monitoring System for Aquaculture
作者:	Hsu, Wei-Chih Chao, Pao-Yuan Wang, Chia-Sui Hsieh, Jen-Chieh Huang, Wesley
貢獻者:	Natl Kaohsiung Univ Sci & Technol, Dept Comp & Commun Engn Chia Nan Univ Pharm & Sci, Dept Informat Management
關鍵字:	dissolved oxygen regression analysis smart monitoring aquaculture
日期:	2020
上傳時間:	2022-11-18 11:23:02 (UTC+8)
出版者:	Mdpi
摘要:	The consumption awareness of people in recent years has increased, with food safety becoming more and more important. While non-toxic products can be achieved by avoiding using too much antibiotics to control growth factors in a water environment, the measurement tools for dissolved oxygen on the market are very expensive and a great economic burden to fishermen. Thus, the purpose of this study is to design more economical measurement modules and algorithms for monitoring ponds. The research collected pond data through Oxidation-Reduction Potential (ORP), pH and temperature sensors, used regression analysis to infer Dissolved Oxygen (DO) by ORP and pH, and employed a real-time pond monitoring data map to figure out pond conditions. Compared with traditional equipment, findings show our approach reduces costs by about 20%, and increases production capacity and output value.
關聯:	Information, v.11, n.8, pp.9
显示于类别:	[資訊管理系] 期刊論文

文件中的档案:

档案	描述	大小	格式	浏览次数
index.html		0Kb	HTML	506	检视/开启
information-11-00387.pdf		4813Kb	Adobe PDF	145	检视/开启

在CNU IR中所有的数据项都受到原著作权保护.

TAIR相关文章