污水处理软测量仪表研究进展与应用  

Research progress and application of soft measurement instruments for wastewater treatment

作　　者：陈亚松 邱勇[2,3] 柳蒙蒙 刘萌萌 刘雪洁 田宇心 黄霞 CHEN Yasong;QIU Yong;LIU Mengmeng;LIU Mengmeng;LIU Xuejie;TIAN Yuxin;HUANG Xia(Yangtze River Ecological Environment Engineering Research Center of China Three Gorges Group Co.,Ltd.,Beijing 100083,China;School of Environment,Tsinghua University,Beijing 100084,China;Research Institute for Environmental Innovation(Suzhou)Tsinghua,Jiangsu Suzhou 215000,China)

机构地区：[1]中国长江三峡集团有限公司长江生态环境工程研究中心,北京100083 [2]清华大学环境学院,北京100084 [3]清华苏州环境创新研究院,江苏苏州215000

出　　处：《工业仪表与自动化装置》2024年第3期60-67,88,共9页Industrial Instrumentation & Automation

基　　金：中国长江三峡集团有限公司自主科研项目“长三角典型农村污水治理及资源化技术和成套装备研发”(WWKY-2021-0477)。

摘　　要：软传感器以其检测快速、成本低廉等优点应用于污水处理行业前景极佳,随着人工智能的进步,软测量仪表的精度与可靠度也在逐步提高。该文在总结污水处理软测量研究进展的基础上,研究了软测量仪表开发的关键技术,并分析了某膜曝气生物反应器(MABR)农村污水处理设施出水端的应用案例。Soft sensors have excellent prospects for application in the wastewater treatment due to their advantages of fast detection and low cost.With the progress of artificial intelligence,the accuracy and reliability of soft measurement instruments are also gradually improving.On the basis of summarizing the research progress of soft measurement in wastewater treatment,this article studies the key technologies of soft measurement instrument development and analyzes the application case of a MABR agricultural wastewater treatment facility′s outlet.

关 键 词：软测量 仪表 污水处理 模型 性能评价 

分 类 号：X703[环境科学与工程—环境工程]