焦点提醒：基在窄带物联网的海绵城市滤水养鱼智能监控系统设想 张净1，崔建军1，蒋礼兵2，左庆源2(1.江苏年夜学电气消息项目学院，江苏镇江212013；2.镇江市给排水治理处，江苏镇江212001)

• 首 页
• 期刊引见
• 编委会
• 投稿须知
• 文章查询
• 学术会议
• 告白合作
• 刊行定阅
• 在线留言
• English上一篇下一篇PDF下载[1]张净,崔建军,蒋礼兵,等.基在窄带物联网的海绵城市滤水养鱼智能监控系统设想[J].中国给水排水,2020,36(14):61-65.　ZHANG Jing,CUI Jian-jun,JIANG Li-bing,et al.Design of Intelligent Monitoring System for Fish Culture in Filtered Water of Sponge City Based on Narrow-band Internet of Things (NB-IoT)[J].China Water & Wastewater,2020,36(14):61-65.点击复制

  基在窄带物联网的海绵城市滤水养鱼智能监控系统设想中国给水排水[ISSN:1000-4062/CN:12-1073/TU]卷:第36卷期数:2020年第14期页码:61-65栏目:出书日期:2020-07-17

  Title:

  Design of Intelligent Monitoring System for Fish Culture in Filtered Water of Sponge City Based on Narrow-band Internet of Things (NB-IoT)

  作者:

  张净^{1，崔建军1，蒋礼兵2，左庆源2}

  (1.江苏年夜学电气消息项目学院，江苏镇江212013；2.镇江市给排水治理处，江苏镇江212001)Author(s):

  ZHANG Jing^{1，CUI Jian-jun1，JIANG Li-bing2，ZUO Qing-yuan2}

  (1. School of Electrical and Information Engineering， Jiangsu University， Zhenjiang 212013， China； 2. Zhenjiang Water Supply and Drainage Development， Zhenjiang 212001， China)

  要害词:

  窄带物联网;海绵城市;滤水养鱼;动态猜测预警;撑持向量回归机

  Keywords:

  NB-IoT;sponge city;fish culture in filtered water;dynamically prediction and warn;SVR

  摘要:

  基在窄带物联网（NB-IoT）手艺设想了海绵城市滤水养鱼智能监控系统，可及时监测和动态猜测预警滤水养鱼水情况参数并主动调理水质，同时可按照动态猜测预警消息提早调理水质。针对撑持向量回归机（SVR）在对滤水养鱼水情况参数猜测中具有精度低的问题，提出并采取了调集经验模态分化法(EEMD)、灰狼优化算法(GWO)和SVR组合的水质猜测模子。成果注解，该模子具有较好的猜测能力，可以或许知足海绵过滤水质在线猜测的现实需求，为水质预警节制供给数据撑持，在此根本上成立了水质预警模子。该系统获得了较好结果，能够知足海绵城市滤水养鱼的水质监控和猜测预警的需求，为海绵城市的主动化、智能化扶植供给手艺参考。

  Abstract:

  Based on the narrow-band Internet of Things (NB-IoT) technology, the intelligent monitoring system for fish culture in filtered water of sponge city was designed, which could monitor, dynamically predict the environmental parameters of the filtered water and adjust the water quality automatically. At the same time, water quality could be adjusted in advance according to the dynamic prediction and early warning information. Aiming at the low precision of support vector regression (SVR) in predicting the environmental parameters of fish culturein filtered water, the prediction model of EEMD-GWO-SVR was presented and adopted in this paper. The results showed that the model had better predictive ability, could meet the actual demand of online prediction of sponge filtration water quality, and provided data support for water quality early warning control. Based on this, a water quality early warning model was established. The system had achieved good results and coud meet the needs of water quality monitoring, forecasting and warning for fish culture in filtered water of sponge city, and could provide technical reference for the automation and intelligent construction of sponge city.

  类似文献/References:

  [1]吴耀珊,计波,刘卓成.透水砖材料和下垫面临城市雨洪的影响[J].中国给水排水,2018,34(21):133.WU Yao shan,JI Bo,LIU Zhuo cheng.Influence of Permeable Brick Material and Underlying Surface on Urban Stormwater[J].China Water & Wastewater,2018,34(14):133.[2]汤忠,张亮,俞露,等.南边某滨海机场海绵扶植策略摸索[J].中国给水排水,2018,34(20):1.TANG Zhong,ZHANG Liang,YU Lu,et al.Exploration on the Sponge Construction Strategies of a Coastal Airport in South China[J].China Water & Wastewater,2018,34(14):1.[3]李胜海,陈思,白静,等.山地城市市政道路低影响开辟雨水系统设想与建立[J].中国给水排水,2018,34(20):60.LI Sheng hai,CHEN Si,BAI Jing,et al.Design and Construction of Stormwater Systems for Low-Impact-Development of Municipal Roads in Mountainous City[J].China Water & Wastewater,2018,34(14):60.[4]许可,郭迎新,吕梅,等.对完美我国海绵城市计划设想系统的思虑[J].中国给水排水,2020,36(12):1.XU Ke,GUO Ying-xin,Lü Mei,et al.Thinking on Improving Sponge City Planning and Design System in China[J].China Water & Wastewater,2020,36(14):1.[5]杨文辉,张伟,张海行,等.常州海绵城市试点区扶植中的闲置用地近远期管控[J].中国给水排水,2020,36(14):1.YANG Wen-hui,ZHANG Wei,ZHANG Hai-xing,et al.Short-and Long-term Control of Idle Land in the Construction of Changzhou Sponge City Pilot Area[J].China Water & Wastewater,2020,36(14):1.[6]聂超,周丹,林韵婕,等.建筑与小区低影响开辟设想问题和对策[J].中国给水排水,2020,36(14):6.NIE Chao,ZHOU Dan,LIN Yun-jie,et al.Design Problems and Countermeasures of Low Impact Development in Buildings and Communities[J].China Water & Wastewater,2020,36(14):6.[7]张伟,王翔.基在海绵城市扶植理念的慈城新城水平安系统建立[J].中国给水排水,2020,36(14):12.ZHANG Wei,WANG Xiang.Construction of Cicheng New Town Drainage Safety System Based on Sponge City Concept[J].China Water & Wastewater,2020,36(14):12.[8]李国君,王永,梁振凯,等.海绵城市扶植区域化结果评估切磋[J].中国给水排水,2020,36(14):76.LI Guo-jun,WANG Yong,LIANG Zhen-kai,et al.Evaluation of Regionalized Effect of Sponge City Construction[J].China Water & Wastewater,2020,36(14):76.[9]方帅,徐洁,刘绪为,等.镇江虹桥港上游黑臭水系统统性管理项目设想[J].中国给水排水,2020,36(14):94.FANG Shuai,XU Jie,LIU Xu-wei,et al.Project Design of Systematic Treatment of Black-smelly Water Body in Upstream of Hongqiaogang, Zhenjiang City[J].China Water & Wastewater,2020,36(14):94.[10]梁行行,李小乐,张勋,等.近市政道路生物滞留带雨水入渗优化阐发[J].中国给水排水,2020,36(15):107.LIANG Hang-hang,LI Xiao-le,ZHANG Xun,et al.Optimization Analysis of Rainwater Infiltration in Bioretention Zone near Municipal Roads[J].China Water & Wastewater,2020,36(14):107.

  10:07 已群发
  中小型水厂排泥水处置系统的设想与运转/住建部、国度发改委、水利部、工信部四部分结合印发《关在增强城市节水工作的指点定见》 70 0 0 0 今天 10:27 已群发
  美国雨洪治理中的多部分合作经验阐发原创 242 0 0 0 2 礼拜二 00:00 已群发
  节能型半地下污水厂多段多级AO工艺设想和调试运转/国内花圃式MBR地下污水厂，不看悔怨哦！原创 500 0 0 0 2 礼拜一 00:00 已群发
  2020年水利企业停业收入100强、利润总额50强/2021年聪明水利企业信誉评价成果公示 480 1 0 1 ����Ϸapp 礼拜日 00:00 已群发
  当污水处置厂喝上“青岛啤酒”，放错位置的碳源有了新前途！ 291 1 0 1 礼拜六 00:00 已群发
  人工智能+给排水科学与项目专业复合型人材的行业需求调研转动 453 2 0 2 12月24日 已群发
  细数全国项目勘测设想龙头企业（100强企业中具有项目设想分析甲级天资的49家企业名单） 365 2 0 1 12月23日 已群发
  邢台市南水北调召马地表水厂项目设想 278 1 1 1 12月22日 已群发
  住建部总项目师李如生：勘测设想行业要加速“三个转型” 771 2 0 1 12月21日 已群发
  国度成长鼎新委办公厅工业和消息化部办公厅关在做好“十四五”园区轮回化革新工作相关事项的通知/工业园废水工艺和实例原创 227 1 0 1 4

  关在腾讯办事和谈运营中间辟谣中间腾讯客服侵权赞扬反馈官号weixingongzhong

  
  
  上一篇:爱游戏,生态环境局：因进水超标导致的出水超标，免于处罚！ 1600 昨天 17:48 已群发 2021年国家重点研发计划环境等相关领域立项名单汇总
  下一篇:爱游戏,总投资41亿元 胶州市北方环保产业基地项目加速推进 集“政产学研金服用”于一体，包括“四个中心、一个实验室、一个基地”，即环境认证中心、生态环境部环境分析测试技术中心、中国环境科学研究院科技创

  推荐资讯

  • 2022-03-03危废100条问题解答
  • 2022-03-02污水厂处理工艺及重点工艺介绍
  • 2022-03-01纺织印染废水有哪些处理方法，在处理前又该如何分类？
  • 2022-02-28​重金属污水处理工艺
  • 2022-02-25智慧水务
  • 2022-02-25活性炭吸附组合工艺处理印染废水
  • 2022-02-24高浓度、高氨氮、难降解的工业废水该如何降解？
  • 2022-02-22超滤膜在水处理应用中的工艺
  • 2022-02-22污水处理之好氧池、厌氧池、缺氧池工艺流程
  • 2022-02-21医药化工废水处理工艺