Article(id=1282037397311427137, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1282037390130790473, articleNumber=null, orderNo=null, doi=10.16265/j.cnki.issn1003-3033.2025.12.0081, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1752076800000, receivedDateStr=2025-07-10, revisedDate=1760112000000, revisedDateStr=2025-10-11, acceptedDate=null, acceptedDateStr=null, onlineDate=1783591134621, onlineDateStr=2026-07-09, pubDate=1766851200000, pubDateStr=2025-12-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1783591134621, onlineIssueDateStr=2026-07-09, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1783591134621, creator=13701087609, updateTime=1783591134621, updator=13701087609, issue=Issue{id=1282037390130790473, tenantId=1146029695717560320, journalId=1146031787341344770, year='2025', volume='35', issue='12', pageStart='1', pageEnd='259', issueExtLink='null', onlineDate='null', pubDate='1766851200000', pubDateStr='2025-12-28', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1783591132910, creator='13701087609', updateTime=1783593783109, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1282048505929777979, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1282037390130790473, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1282048505929777980, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1282037390130790473, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=18, endPage=25, ext={EN=ArticleExt(id=1282037397537919554, articleId=1282037397311427137, tenantId=1146029695717560320, journalId=1146031787341344770, language=EN, title=Smoke simulation in aircraft cargo compartments based on model-free adaptive control, columnId=1149733269173878863, journalTitle=China Safety Science Journal, columnName=Safety engineering technology, runingTitle=null, highlight=null, articleAbstract=

To control the simulated smoke flow field (used as a substitute for real fire smoke in the airworthiness verification experiments for aircraft cargo compartment smoke detection), this paper established a closed-loop flow control experimental platform for simulated smoke based on a full-scale aircraft cargo compartment mock-up. Control law design was conducted using MFAC theory. The closed-loop flow control effects of simulated smoke were verified with real fire smoke mass concentration as the control target. Additionally, the influence of control law parameters on control effect was explored. The experimental results demonstrate that MFAC method can effectively overcome the adverse effects of unmodeled dynamics in turbulent flow fields on closed-loop control, and achieve the approximation of the non-stationary flow fields between simulated smoke and real fire smoke. Compared with the PID control method, the control performance can be improved by more than 20%.

, authors=Jianzhong YANG1, Pengxiang WANG2, Xiyuan CHEN**, 1, authorsList=Jianzhong YANG, Pengxiang WANG, Xiyuan CHEN, authorCompany=null, correspAuthors=Xiyuan CHEN, 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=1282037399559574085, articleId=1282037397311427137, tenantId=1146029695717560320, journalId=1146031787341344770, language=CN, title=基于无模型自适应控制的飞机货舱烟雾模拟, columnId=1149733269727526997, journalTitle=中国安全科学学报, columnName=安全工程技术, runingTitle=null, highlight=null, articleAbstract=

为控制飞机货舱烟雾探测适航验证实验中用于代替真实火灾烟雾的模拟烟雾流场,依托全尺寸飞机货舱模拟试验舱,搭建模拟烟雾闭环流动控制试验平台;基于无模型自适应控制(MFAC)理论开展控制律设计,以真实火灾烟雾质量浓度为控制目标,验证模拟烟雾闭环流动控制效果;并探讨控制律参数对控制效果的影响。试验结果表明:采用MFAC方法可以较好地克服湍流流场未建模动态对闭环控制的不利影响,并实现模拟烟雾与真实火灾烟雾非稳态流场的逼近,与比例-积分-微分(PID)控制方法相比控制性能可提升20%以上。

, authors=杨建忠教授1, 王鹏翔2, 陈希远讲师**, 1, authorsList=杨建忠教授, 王鹏翔, 陈希远讲师, authorCompany=null, correspAuthors=陈希远讲师, authorNote=

杨建忠(1974—),男,天津人,硕士,教授,主要从事航空器适航技术的研究。E-mail:

, correspAuthorsNote=
** 陈希远(1989—),男,天津人,硕士,讲师,主要从事航空器适航技术方面的研究。E-mail:
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杨建忠(1974—),男,天津人,硕士,教授,主要从事航空器适航技术的研究。E-mail:

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基于无模型自适应控制的飞机货舱烟雾模拟
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杨建忠教授 1 , 王鹏翔 2 , 陈希远讲师 **, 1
中国安全科学学报 | 安全工程技术 2025,35(12): 18-25
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中国安全科学学报 |安全工程技术 2025 , 35 (12) : 18 -25
基于无模型自适应控制的飞机货舱烟雾模拟
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杨建忠教授1 , 王鹏翔2, 陈希远讲师**, 1
作者信息
  • 1中国民航大学 安全科学与工程学院,天津 300300
  • 2中国民航大学 电子信息与自动化学院,天津 300300
通讯作者:
** 陈希远(1989—),男,天津人,硕士,讲师,主要从事航空器适航技术方面的研究。E-mail:
作者简介:

杨建忠(1974—),男,天津人,硕士,教授,主要从事航空器适航技术的研究。E-mail:

Smoke simulation in aircraft cargo compartments based on model-free adaptive control
Jianzhong YANG1 , Pengxiang WANG2, Xiyuan CHEN**, 1
Affiliations
  • 1School of Safety Science and Engineering, Civil Aviation University of China, Tianjin 300300, China
  • 2School of Electronic Information and Automation, Civil Aviation University of China, Tianjin 300300, China
出版时间: 2025-12-28 doi: 10.16265/j.cnki.issn1003-3033.2025.12.0081
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为控制飞机货舱烟雾探测适航验证实验中用于代替真实火灾烟雾的模拟烟雾流场,依托全尺寸飞机货舱模拟试验舱,搭建模拟烟雾闭环流动控制试验平台;基于无模型自适应控制(MFAC)理论开展控制律设计,以真实火灾烟雾质量浓度为控制目标,验证模拟烟雾闭环流动控制效果;并探讨控制律参数对控制效果的影响。试验结果表明:采用MFAC方法可以较好地克服湍流流场未建模动态对闭环控制的不利影响,并实现模拟烟雾与真实火灾烟雾非稳态流场的逼近,与比例-积分-微分(PID)控制方法相比控制性能可提升20%以上。

无模型自适应控制(MFAC)  /  飞机货舱  /  模拟烟雾  /  流动控制  /  适航

To control the simulated smoke flow field (used as a substitute for real fire smoke in the airworthiness verification experiments for aircraft cargo compartment smoke detection), this paper established a closed-loop flow control experimental platform for simulated smoke based on a full-scale aircraft cargo compartment mock-up. Control law design was conducted using MFAC theory. The closed-loop flow control effects of simulated smoke were verified with real fire smoke mass concentration as the control target. Additionally, the influence of control law parameters on control effect was explored. The experimental results demonstrate that MFAC method can effectively overcome the adverse effects of unmodeled dynamics in turbulent flow fields on closed-loop control, and achieve the approximation of the non-stationary flow fields between simulated smoke and real fire smoke. Compared with the PID control method, the control performance can be improved by more than 20%.

model-free adaptive control (MFAC)  /  aircraft cargo compartment  /  simulated smoke  /  flow control  /  airworthiness
杨建忠教授, 王鹏翔, 陈希远讲师. 基于无模型自适应控制的飞机货舱烟雾模拟. 中国安全科学学报, 2025 , 35 (12) : 18 -25 . DOI: 10.16265/j.cnki.issn1003-3033.2025.12.0081
Jianzhong YANG, Pengxiang WANG, Xiyuan CHEN. Smoke simulation in aircraft cargo compartments based on model-free adaptive control[J]. China Safety Science Journal, 2025 , 35 (12) : 18 -25 . DOI: 10.16265/j.cnki.issn1003-3033.2025.12.0081
  • 国家自然科学基金资助(52402455)
  • 中国民航大学国家自然科学基金配套专项资助(3122025PT15)
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doi: 10.16265/j.cnki.issn1003-3033.2025.12.0081
  • 接收时间:2025-07-10
  • 首发时间:2026-07-09
  • 出版时间:2025-12-28
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  • 收稿日期:2025-07-10
  • 修回日期:2025-10-11
基金
国家自然科学基金资助(52402455)
中国民航大学国家自然科学基金配套专项资助(3122025PT15)
作者信息
    1中国民航大学 安全科学与工程学院,天津 300300
    2中国民航大学 电子信息与自动化学院,天津 300300

通讯作者:

** 陈希远(1989—),男,天津人,硕士,讲师,主要从事航空器适航技术方面的研究。E-mail:
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2种不同金属材料的力学参数

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Percentage of
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Genus
种数
Number of
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Percentage of total
species (%)
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
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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