基于模糊pid算法和智能传感器网络的水产养殖监测系统

Bo Chang, Xinrong Zhang
{"title":"基于模糊pid算法和智能传感器网络的水产养殖监测系统","authors":"Bo Chang, Xinrong Zhang","doi":"10.1109/CSQRWC.2013.6657435","DOIUrl":null,"url":null,"abstract":"According to the development needs of aquaculture modernization, the wireless sensor network (WSN) technology is introduced into the development of aquaculture monitoring system, which can effectively solve the problem of complex work environment, scattered monitoring locations, and high wiring cost in the aquaculture. The system uses CC2530 as the core to develop wireless sensor nodes which follow the ZigBee protocol, uses the data collection terminal with high-precision sensor to collect data of the environment for achieving real-time monitoring of aquaculture environment and uses the fuzzy PID control algorithm to process environmental parameters for improving the accuracy of test data. The management function of various sensor nodes is achieved based on embedded database. The system realized the real time measurement and control for the dissolved oxygen, temperature, pH and other parameters of the culture water, reduced energy consumption, reduced latency and increased intensification and intelligent level of aquaculture. The monitoring results have shown that this system is usefulness and efficiency and can meet the application requirement of monitoring environmental parameters in aquaculture.","PeriodicalId":355180,"journal":{"name":"2013 Cross Strait Quad-Regional Radio Science and Wireless Technology Conference","volume":"234 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":"{\"title\":\"Aquaculture monitoring system based on fuzzy-PID algorithm and intelligent sensor networks\",\"authors\":\"Bo Chang, Xinrong Zhang\",\"doi\":\"10.1109/CSQRWC.2013.6657435\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"According to the development needs of aquaculture modernization, the wireless sensor network (WSN) technology is introduced into the development of aquaculture monitoring system, which can effectively solve the problem of complex work environment, scattered monitoring locations, and high wiring cost in the aquaculture. The system uses CC2530 as the core to develop wireless sensor nodes which follow the ZigBee protocol, uses the data collection terminal with high-precision sensor to collect data of the environment for achieving real-time monitoring of aquaculture environment and uses the fuzzy PID control algorithm to process environmental parameters for improving the accuracy of test data. The management function of various sensor nodes is achieved based on embedded database. The system realized the real time measurement and control for the dissolved oxygen, temperature, pH and other parameters of the culture water, reduced energy consumption, reduced latency and increased intensification and intelligent level of aquaculture. The monitoring results have shown that this system is usefulness and efficiency and can meet the application requirement of monitoring environmental parameters in aquaculture.\",\"PeriodicalId\":355180,\"journal\":{\"name\":\"2013 Cross Strait Quad-Regional Radio Science and Wireless Technology Conference\",\"volume\":\"234 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-07-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"13\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 Cross Strait Quad-Regional Radio Science and Wireless Technology Conference\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CSQRWC.2013.6657435\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 Cross Strait Quad-Regional Radio Science and Wireless Technology Conference","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSQRWC.2013.6657435","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13

摘要

根据水产养殖现代化的发展需要,将无线传感器网络(WSN)技术引入到水产养殖监测系统的开发中,可以有效解决水产养殖中工作环境复杂、监测地点分散、布线成本高等问题。本系统以CC2530为核心,开发遵循ZigBee协议的无线传感器节点,采用具有高精度传感器的数据采集终端采集环境数据,实现对水产养殖环境的实时监测,并采用模糊PID控制算法对环境参数进行处理,提高测试数据的准确性。基于嵌入式数据库实现了各传感器节点的管理功能。该系统实现了对养殖水溶解氧、温度、pH等参数的实时测量和控制,降低了能耗,减少了延迟,提高了养殖的集约化和智能化水平。监测结果表明,该系统具有实用性和高效性,能够满足水产养殖环境参数监测的应用需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Aquaculture monitoring system based on fuzzy-PID algorithm and intelligent sensor networks
According to the development needs of aquaculture modernization, the wireless sensor network (WSN) technology is introduced into the development of aquaculture monitoring system, which can effectively solve the problem of complex work environment, scattered monitoring locations, and high wiring cost in the aquaculture. The system uses CC2530 as the core to develop wireless sensor nodes which follow the ZigBee protocol, uses the data collection terminal with high-precision sensor to collect data of the environment for achieving real-time monitoring of aquaculture environment and uses the fuzzy PID control algorithm to process environmental parameters for improving the accuracy of test data. The management function of various sensor nodes is achieved based on embedded database. The system realized the real time measurement and control for the dissolved oxygen, temperature, pH and other parameters of the culture water, reduced energy consumption, reduced latency and increased intensification and intelligent level of aquaculture. The monitoring results have shown that this system is usefulness and efficiency and can meet the application requirement of monitoring environmental parameters in aquaculture.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信