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政大機構典藏 > 資訊學院 > 資訊科學系 > 期刊論文 > Item 140.119/143298

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/143298

Title:	Applying artificial intelligence (AI) techniques to implement a practical smart cage aquaculture management system
Authors:	彭彥璁 Peng, Yan-Tsung Chang, Chung-Cheng;Wang, Jung-Hua;Wu, Jenq-Lang;Hsieh, Yi-Zeng;Wu, Tzong-Dar;Cheng, Shyi-Chy;Chang, Chin-Chun;Juang, Jih-Gau;Liou, Chyng-Hwa;Hsu, Te-Hua;Huang, Yii-Shing;Huang, Cheng-Ting;Lin, Chen-Chou;Huang, Ren-Jie;Jhang, Jia-Yao;Liao, Yen-Hsiang;Lin, Chin-Yang
Contributors:	資科系
Keywords:	Cageculture;Aquaculture;AI;IoT;Cloud system;ROV
Date:	2021-09
Issue Date:	2023-02-06 14:30:17 (UTC+8)
Abstract:	Purpose This paper presents our team’s results to establish an AIoT smart cage culture management system. Methods According to the built system, the farmed field information is transmitted to the data platform of Ocean Cloud, and all collected data and analysis results can be applied to the cage culture field after the bigdata analysis. Results This management system successfully integrates AI and IoT technologies and is applied in cage culture. Using underwater biological analysis images and AI feeding as examples, this paper explains how the system integrates AI and IoT into a feasible framework that can constantly acquire information about the health status of fish, survival rate of fish, as well as the feed residuals. Conclusion The results of our research enable the aquaculture operators or owners to efficiently reduce the feed residual, monitor the growth of fish, and increase fish survival rate, thereby increasing the feed conversion rate.
Relation:	Journal of Medical and Biological Engineering, pp.652–658
Data Type:	article
DOI 連結:	https://doi.org/10.1007/s40846-021-00621-3
DOI:	10.1007/s40846-021-00621-3
Appears in Collections:	[資訊科學系] 期刊論文

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