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  1. National Taiwan Ocean University Research Hub
  2. 電機資訊學院
  3. 電機工程學系
Please use this identifier to cite or link to this item: http://scholars.ntou.edu.tw/handle/123456789/17796
DC FieldValueLanguage
dc.contributor.authorChang, Chung-Chengen_US
dc.contributor.authorWang, Jung-Huaen_US
dc.contributor.authorWu, Jenq-Langen_US
dc.contributor.authorHsieh, Yi-Zengen_US
dc.contributor.authorWu, Tzong-Daren_US
dc.contributor.authorCheng, Shyi-Chyen_US
dc.contributor.authorChang, Chin-Chunen_US
dc.contributor.authorJuang, Jih-Gauen_US
dc.contributor.authorLiou, Chyng-Hwaen_US
dc.contributor.authorHsu, Te-Huaen_US
dc.contributor.authorHuang, Yii-Shingen_US
dc.contributor.authorHuang, Cheng-Tingen_US
dc.contributor.authorLin, Chen-Chouen_US
dc.contributor.authorPeng, Yan-Tsungen_US
dc.contributor.authorHuang, Ren-Jieen_US
dc.contributor.authorJhang, Jia-Yaoen_US
dc.contributor.authorLiao, Yen-Hsiangen_US
dc.contributor.authorLin, Chin-Yangen_US
dc.date.accessioned2021-10-13T05:50:58Z-
dc.date.available2021-10-13T05:50:58Z-
dc.date.issued2021-10-
dc.identifier.issn1609-0985-
dc.identifier.urihttp://scholars.ntou.edu.tw/handle/123456789/17796-
dc.description.abstractPurpose 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.en_US
dc.language.isoen_USen_US
dc.publisherSPRINGER HEIDELBERGen_US
dc.relation.ispartofJ MED BIOL ENGen_US
dc.subjectCagecultureen_US
dc.subjectAquacultureen_US
dc.subjectAIen_US
dc.subjectIoTen_US
dc.subjectCloud systemen_US
dc.subjectROVen_US
dc.titleApplying Artificial Intelligence (AI) Techniques to Implement a Practical Smart Cage Aquaculture Management Systemen_US
dc.typejournal articleen_US
dc.identifier.doi10.1007/s40846-021-00621-3-
dc.identifier.isiWOS:000691803000001-
dc.relation.journalvolume41en_US
dc.relation.journalissue5en_US
dc.relation.pages652-658en_US
item.openairecristypehttp://purl.org/coar/resource_type/c_6501-
item.cerifentitytypePublications-
item.languageiso639-1en_US-
item.fulltextno fulltext-
item.grantfulltextnone-
item.openairetypejournal article-
crisitem.author.deptCollege of Electrical Engineering and Computer Science-
crisitem.author.deptDepartment of Electrical Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCenter of Excellence for Ocean Engineering-
crisitem.author.deptData Analysis and Administrative Support-
crisitem.author.deptCollege of Electrical Engineering and Computer Science-
crisitem.author.deptDepartment of Electrical Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Electrical Engineering and Computer Science-
crisitem.author.deptDepartment of Electrical Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Electrical Engineering and Computer Science-
crisitem.author.deptDepartment of Electrical Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Electrical Engineering and Computer Science-
crisitem.author.deptDepartment of Electrical Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Electrical Engineering and Computer Science-
crisitem.author.deptDepartment of Computer Science and Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Electrical Engineering and Computer Science-
crisitem.author.deptDepartment of Computer Science and Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Electrical Engineering and Computer Science-
crisitem.author.deptDepartment of Communications, Navigation and Control Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Life Sciences-
crisitem.author.deptDepartment of Aquaculture-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Life Sciences-
crisitem.author.deptDepartment of Aquaculture-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Life Sciences-
crisitem.author.deptDepartment of Aquaculture-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Life Sciences-
crisitem.author.deptDepartment of Aquaculture-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.deptCollege of Engineering-
crisitem.author.deptDepartment of Mechanical and Mechatronic Engineering-
crisitem.author.deptNational Taiwan Ocean University,NTOU-
crisitem.author.orcid0000-0002-8560-6030-
crisitem.author.orcid0000-0003-1621-3812-
crisitem.author.orcid0000-0002-5758-4516-
crisitem.author.orcid0000-0001-7819-4122-
crisitem.author.orcid0000-0003-0332-2462-
crisitem.author.orcid0000-0002-0066-5868-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Electrical Engineering and Computer Science-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCenter of Excellence for Ocean Engineering-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Electrical Engineering and Computer Science-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Electrical Engineering and Computer Science-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Electrical Engineering and Computer Science-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Electrical Engineering and Computer Science-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Electrical Engineering and Computer Science-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Electrical Engineering and Computer Science-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Electrical Engineering and Computer Science-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Life Sciences-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Life Sciences-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Life Sciences-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Life Sciences-
crisitem.author.parentorgNational Taiwan Ocean University,NTOU-
crisitem.author.parentorgCollege of Engineering-
Appears in Collections:水產養殖學系
機械與機電工程學系
資訊工程學系
通訊與導航工程學系
電機工程學系
14 LIFE BELOW WATER
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