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Ecological Water Quality Assessment System Based on BP Neural Network

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成果类型:
期刊论文、会议论文
作者:
Shen-Yuheng;Kuang-Yingchun*;Chen-Jing;Jiang-Hui
通讯作者:
Kuang-Yingchun
作者机构:
[Shen-Yuheng; Chen-Jing; Kuang-Yingchun] Hunan Agr Univ, Coll Informat Sci & Technol, Changsha, Hunan, Peoples R China.
[Jiang-Hui] Hunan Agr Univ, Coll Anim Sci & Technol, Changsha, Hunan, Peoples R China.
通讯机构:
[Kuang-Yingchun] H
Hunan Agr Univ, Coll Informat Sci & Technol, Changsha, Hunan, Peoples R China.
语种:
英文
关键词:
ecological culture;water quality assessment;Weighted fusion;BP neural network
期刊:
2017 IEEE 3RD INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC)
年:
2017
页码:
37-41
会议名称:
2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference(ITOEC2017)(2017 IEEE 第3届信息技术与机电一体化工程国际学术会议)
会议论文集名称:
2017 IEEE 3rd Information Technology and Mechatronics Engineering Conference(ITOEC2017)(2017 IEEE 第3届信息技术与机电一体化工程国际学术会议)论文集
会议时间:
2017-10-03
会议地点:
重庆
会议主办单位:
[Shen-Yuheng;Kuang-Yingchun;Chen-Jing] Hunan Agr Univ, Coll Informat Sci & Technol, Changsha, Hunan, Peoples R China.^[Jiang-Hui] Hunan Agr Univ, Coll Anim Sci & Technol, Changsha, Hunan, Peoples R China.
会议赞助商:
重庆环球联合联学技术研究院
主编:
Xu, B
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5090-5363-6
基金类别:
supported by the 12th 5-Year National Technology Program of China under Grant NO.2012BA D35B05.L
机构署名:
本校为第一且通讯机构
院系归属:
动物科学技术学院
信息科学技术学院
摘要:
Accurate and real-time water quality assessment is an important way to ensure healthy aquaculture and protect the water environment. Due to the diversity, nonlinear and uneven distribution of aquaculture water quality parameters, it's very difficulty to assess the water quality. In this paper, the accurate water quality parameters are obtained by an adaptive weighted fusion method, then the water quality is assessment by the BP neural network, thus the software of the monitoring and evaluation system for ecological water quality is developed. The test results show that the accuracy of the wate...

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