Article(id=1317484500905476771, tenantId=1146029695717560320, journalId=1316781260334530699, issueId=1317484499731066989, articleNumber=null, orderNo=null, doi=10.3969/j.issn.1005-0329.2025.02.008, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1715356800000, receivedDateStr=2024-05-11, revisedDate=1733932800000, revisedDateStr=2024-12-12, acceptedDate=null, acceptedDateStr=null, onlineDate=1792042382694, onlineDateStr=2026-10-15, pubDate=1740672000000, pubDateStr=2025-02-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1792042382694, onlineIssueDateStr=2026-10-15, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1792042382694, creator=13701087609, updateTime=1792042382694, updator=13701087609, issue=Issue{id=1317484499731066989, tenantId=1146029695717560320, journalId=1316781260334530699, year='2025', volume='53', issue='2', pageStart='1', pageEnd='118', issueExtLink='null', onlineDate='null', pubDate='1740672000000', pubDateStr='2025-02-28', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=1, specialIssue=null, createTime=1792042382414, creator='13701087609', updateTime=1792143821618, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1317909966665658876, tenantId=1146029695717560320, journalId=1316781260334530699, issueId=1317484499731066989, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1317909966665658877, tenantId=1146029695717560320, journalId=1316781260334530699, issueId=1317484499731066989, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=58, endPage=64, ext={EN=ArticleExt(id=1317484501056471716, articleId=1317484500905476771, tenantId=1146029695717560320, journalId=1316781260334530699, language=EN, title=A smart damper air flow measurement model for the variable air volume system, columnId=null, journalTitle=Fluid Machinery, columnName=null, runingTitle=null, highlight=null, articleAbstract=

In response to the problem that existing smart damper air flow measurement models cannot accurately describe the relationship between damper angle and air flow. Based on the Bernoulli equation to analyze the functional relationship between damper angle and flow coefficient. The rotation of the damper blade inevitably changes the airflow distribution inside the pipeline. The change in damper angle will affect the flow coefficient. The damper angle compensation is added to the flow measurement model. A new air flow measurement model is built using regression analysis. The flow value can be calculated based on the pressure difference measured by the average pitot tube and the corresponding damper angle. This paper proposes a parameter acquisition method, which sets the frequency range of the fan based on the flow range of the damper, fits the parameter values using the least squares method, and verifies the model. If the flow measurement error is less than 10%, the parameter setting is accurate. Experimental verification was conducted on circular dampers with diameters of 100, 150 mm, as well as square dampers with dimensions of 200 mm×120 mm, based on the smart air flow calibration platform. The results indicate that based on the new flow measurement model, the maximum flow measurement errors of the three different models of dampers are 10%, 6.1%, and 6.6%. Accurate flow measurement can still be achieved by changing the input air volume within the range of 0° ~70° valve angle, effectively solving the existing problem of flow measurement. This proves the feasibility and universality of the new air flow measurement model. The accuracy of flow measurement will directly affect the operation effect of smart dampers and the precision of flow control. The building of the new model provides technical support for precise control and performance improvement of variable air volume systems.

, authors=Yaoyao HUANG1, Lingzhi LI1, Hui CAI1, Wenjian CAI2, Zhaoqin YIN3, authorsList=Yaoyao HUANG, Lingzhi LI, Hui CAI, Wenjian CAI, Zhaoqin YIN, authorCompany=null, correspAuthors=Hui CAI, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1317484501287158437, articleId=1317484500905476771, tenantId=1146029695717560320, journalId=1316781260334530699, language=CN, title=变风量系统用智能风阀流量检测模型, columnId=1317484287230853622, journalTitle=流体机械, columnName=设计计算, runingTitle=null, highlight=null, articleAbstract=

针对现有智能风阀流量检测模型无法准确描述阀片角度和风流量之间关系的问题,基于伯努利方程分析阀片角度与流量系数之间的函数关系,由于风阀阀片的转动会不可避免地改变管道内的气流分布,阀片角度的改变将影响流量系数,进而在流量检测模型中加入阀片角度补偿,利用回归分析形成一种新的风阀流量检测模型,根据平均皮托管测得的压差和对应的风阀阀片角度即可计算得到风阀流量值。并提出一种参数获取方法,根据风阀的流量范围设定风机频率范围,利用最小二乘法拟合得到参量值,进行模型验证,若流量检测误差小于10%,则参量设定准确。基于智能风流量校准平台分别对直径为100,150 mm的圆形风阀和尺寸为200 mm×120 mm的方形风阀共3种型号的智能风阀进行试验验证,结果表明,基于新的流量检测模型,3种不同型号的智能风阀的最大流量检测误差分别是10%,6.1%和6.6%,在阀片角度为0° ~ 70°的范围内,改变输入风量仍可以实现准确的流量检测,有效解决了现存的流量检测问题,证明了新构建的流量检测模型具有较好的可行性和普适性。流量检测的准确度将直接影响智能风阀的运行效果和流量控制的精确度,新模型的构建为变风量系统的精准控制和性能提升提供了技术支撑。

, authors=黄瑶瑶1, 李灵至1, 蔡慧1, 蔡文剑2, 尹招琴3, authorsList=黄瑶瑶, 李灵至, 蔡慧, 蔡文剑, 尹招琴, authorCompany=null, correspAuthors=蔡慧, authorNote=

黄瑶瑶(2000),女,硕士研究生,主要从事通风系统风平衡研究,E-mail:。

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蔡慧(1980),男,博士,教授,主要从事空调系统的研究,通信地址:310018 浙江省杭州市钱塘区学源街258号中国计量大学机电工程学院,E-mail:。
, copyrightStatement=作者向本刊所投稿件一经本刊录用,则该论文的复制权、发行权、信息网络传播权、翻译权、汇编权等权利视为自动转让给本刊。本刊为国内各主要数据库收录期刊,本刊所发表的稿件将同时通过互联网进行网络出版或提供信息服务。, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=4Tulqdht89Enlnj8xZXTOw==, magXml=HDl+Ul0bsohaTAiiCZYiRg==, pdfUrl=null, pdf=oSvIi6We4w7v62DsRsGOuQ==, pdfFileSize=3746589, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=zWhI240Hp4/VtHSBXT1giw==, mapNumber=null, fund=null)}, authors=[Author(id=1317484501761114800, tenantId=1146029695717560320, journalId=1316781260334530699, articleId=1317484500905476771, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=1800102217@cjlu.edu.cn, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1317484501845000882, tenantId=1146029695717560320, journalId=1316781260334530699, articleId=1317484500905476771, authorId=1317484501761114800, language=EN, stringName=Yaoyao HUANG, firstName=Yaoyao, middleName=null, lastName=HUANG, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1College of Mechanical and Electrical Engineering, China Jiliang University, Hangzhou 310018, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1317484501924692659, tenantId=1146029695717560320, journalId=1316781260334530699, articleId=1317484500905476771, authorId=1317484501761114800, language=CN, stringName=黄瑶瑶, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1中国计量大学 机电工程学院,杭州 310018, bio={"content":"

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变风量系统用智能风阀流量检测模型
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黄瑶瑶 1 , 李灵至 1 , 蔡慧 1 , 蔡文剑 2 , 尹招琴 3
流体机械 | 设计计算 2025,53(2): 58-64
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流体机械 |设计计算 2025 , 53 (2) : 58 -64
变风量系统用智能风阀流量检测模型
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黄瑶瑶1 , 李灵至1, 蔡慧1 , 蔡文剑2, 尹招琴3
作者信息
  • 1中国计量大学 机电工程学院,杭州 310018
  • 2浙大宁波理工学院 信息科学与工程学院,浙江宁波 315100
  • 3中国计量大学 计量测试与仪器学院,杭州 310018
通讯作者:
蔡慧(1980),男,博士,教授,主要从事空调系统的研究,通信地址:310018 浙江省杭州市钱塘区学源街258号中国计量大学机电工程学院,E-mail:。
作者简介:

黄瑶瑶(2000),女,硕士研究生,主要从事通风系统风平衡研究,E-mail:。

A smart damper air flow measurement model for the variable air volume system
Yaoyao HUANG1 , Lingzhi LI1, Hui CAI1 , Wenjian CAI2, Zhaoqin YIN3
Affiliations
  • 1College of Mechanical and Electrical Engineering, China Jiliang University, Hangzhou 310018, China
  • 2College of Information Science and Engineering, NingboTech University, Ningbo 315100, China
  • 3College of Metrology Measurement and Instrument, China Jiliang University, Hangzhou 310018, China
出版时间: 2025-02-28 doi: 10.3969/j.issn.1005-0329.2025.02.008
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针对现有智能风阀流量检测模型无法准确描述阀片角度和风流量之间关系的问题,基于伯努利方程分析阀片角度与流量系数之间的函数关系,由于风阀阀片的转动会不可避免地改变管道内的气流分布,阀片角度的改变将影响流量系数,进而在流量检测模型中加入阀片角度补偿,利用回归分析形成一种新的风阀流量检测模型,根据平均皮托管测得的压差和对应的风阀阀片角度即可计算得到风阀流量值。并提出一种参数获取方法,根据风阀的流量范围设定风机频率范围,利用最小二乘法拟合得到参量值,进行模型验证,若流量检测误差小于10%,则参量设定准确。基于智能风流量校准平台分别对直径为100,150 mm的圆形风阀和尺寸为200 mm×120 mm的方形风阀共3种型号的智能风阀进行试验验证,结果表明,基于新的流量检测模型,3种不同型号的智能风阀的最大流量检测误差分别是10%,6.1%和6.6%,在阀片角度为0° ~ 70°的范围内,改变输入风量仍可以实现准确的流量检测,有效解决了现存的流量检测问题,证明了新构建的流量检测模型具有较好的可行性和普适性。流量检测的准确度将直接影响智能风阀的运行效果和流量控制的精确度,新模型的构建为变风量系统的精准控制和性能提升提供了技术支撑。

变风量系统  /  智能风阀  /  流量检测  /  模型构建  /  参量获取

In response to the problem that existing smart damper air flow measurement models cannot accurately describe the relationship between damper angle and air flow. Based on the Bernoulli equation to analyze the functional relationship between damper angle and flow coefficient. The rotation of the damper blade inevitably changes the airflow distribution inside the pipeline. The change in damper angle will affect the flow coefficient. The damper angle compensation is added to the flow measurement model. A new air flow measurement model is built using regression analysis. The flow value can be calculated based on the pressure difference measured by the average pitot tube and the corresponding damper angle. This paper proposes a parameter acquisition method, which sets the frequency range of the fan based on the flow range of the damper, fits the parameter values using the least squares method, and verifies the model. If the flow measurement error is less than 10%, the parameter setting is accurate. Experimental verification was conducted on circular dampers with diameters of 100, 150 mm, as well as square dampers with dimensions of 200 mm×120 mm, based on the smart air flow calibration platform. The results indicate that based on the new flow measurement model, the maximum flow measurement errors of the three different models of dampers are 10%, 6.1%, and 6.6%. Accurate flow measurement can still be achieved by changing the input air volume within the range of 0° ~70° valve angle, effectively solving the existing problem of flow measurement. This proves the feasibility and universality of the new air flow measurement model. The accuracy of flow measurement will directly affect the operation effect of smart dampers and the precision of flow control. The building of the new model provides technical support for precise control and performance improvement of variable air volume systems.

VAV system  /  smart damper  /  flow measurement  /  model building  /  parameter acquisition
黄瑶瑶, 李灵至, 蔡慧, 蔡文剑, 尹招琴. 变风量系统用智能风阀流量检测模型. 流体机械, 2025 , 53 (2) : 58 -64 . DOI: 10.3969/j.issn.1005-0329.2025.02.008
Yaoyao HUANG, Lingzhi LI, Hui CAI, Wenjian CAI, Zhaoqin YIN. A smart damper air flow measurement model for the variable air volume system[J]. Fluid Machinery, 2025 , 53 (2) : 58 -64 . DOI: 10.3969/j.issn.1005-0329.2025.02.008

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doi: 10.3969/j.issn.1005-0329.2025.02.008
  • 接收时间:2024-05-11
  • 首发时间:2026-10-15
  • 出版时间:2025-02-28
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  • 收稿日期:2024-05-11
  • 修回日期:2024-12-12
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作者信息
    1中国计量大学 机电工程学院,杭州 310018
    2浙大宁波理工学院 信息科学与工程学院,浙江宁波 315100
    3中国计量大学 计量测试与仪器学院,杭州 310018

通讯作者:

蔡慧(1980),男,博士,教授,主要从事空调系统的研究,通信地址:310018 浙江省杭州市钱塘区学源街258号中国计量大学机电工程学院,E-mail:。
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
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