Article(id=1308462937874657817, tenantId=1146029695717560320, journalId=1189918454225211397, issueId=1308462937421672985, articleNumber=null, orderNo=null, doi=10.20104/j.cnki.1674-6546.20250210, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=null, receivedDateStr=null, revisedDate=1755792000000, revisedDateStr=2025-08-22, acceptedDate=null, acceptedDateStr=null, onlineDate=1789891474455, onlineDateStr=2026-09-20, pubDate=1786723200000, pubDateStr=2026-08-15, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1789891474455, onlineIssueDateStr=2026-09-20, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1789891474455, creator=13701087609, updateTime=1789891474455, updator=13701087609, issue=Issue{id=1308462937421672985, tenantId=1146029695717560320, journalId=1189918454225211397, year='2026', volume='', issue='8', pageStart='1', pageEnd='48', issueExtLink='null', onlineDate='null', pubDate='1786723200000', pubDateStr='2026-08-15', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1789891474347, creator='13701087609', updateTime=1789892927625, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1308469032970118051, tenantId=1146029695717560320, journalId=1189918454225211397, issueId=1308462937421672985, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1308469032970118052, tenantId=1146029695717560320, journalId=1189918454225211397, issueId=1308462937421672985, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=1, endPage=12, ext={EN=ArticleExt(id=1308462938071790106, articleId=1308462937874657817, tenantId=1146029695717560320, journalId=1189918454225211397, language=EN, title=Research Progress on the Application of Electronic Nose in Vehicle Odorant Detection, columnId=null, journalTitle=Automotive Engineer, columnName=null, runingTitle=null, highlight=null, articleAbstract=

Electronic nose technology holds immense application potential for odorants and air quality control within vehicles, owing to its significant advantages of high sensitivity, operational convenience and low cost. This paper focuses on the application of electronic nose technology in the identification and classification of gas components, with a particular emphasis on the working principles of electronic nose technology, the response performance of various gas sensors and pattern recognition algorithms. Additionally, the paper discusses the progress made in the use of electronic nose technology for Indoor Air Quality (IAQ) evaluation and the identification of odorants emitted by whole vehicles or interior materials. Finally, the paper provides an outlook on the future development direction and challenges of electronic nose technology in the field of vehicle odorant detection.

, authors=Jiqin Zhong1, Bo Li1, Mingyi Li1, Xiaojin Zhao2, Xiaofang Pan2, authorsList=Jiqin Zhong, Bo Li, Mingyi Li, Xiaojin Zhao, Xiaofang Pan, authorCompany=null, correspAuthors=null, 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=1308462938273116699, articleId=1308462937874657817, tenantId=1146029695717560320, journalId=1189918454225211397, language=CN, title=电子鼻在车内气味物质识别中的应用研究进展, columnId=0, journalTitle=汽车工程师, columnName=, runingTitle=null, highlight=null, articleAbstract=

电子鼻技术因其识别灵敏度高、操作便捷和成本低等显著优势而在车内气味物质识别和空气质量管控领域表现出巨大的应用潜力。基于电子鼻技术在气体组分识别与分类中的应用,阐述了电子鼻技术的工作原理、各类气体传感器的响应性能,以及模式识别算法模型等方面的相关研究工作,重点分析了电子鼻技术在车内空气质量(IAQ)评价及整车/内饰材料散发的气味物质识别应用方面的研究进展,最后对电子鼻在车内气味物质识别领域的未来发展方向与挑战进行了展望。

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电子鼻在车内气味物质识别中的应用研究进展
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钟基钦 1 , 李波 1 , 李铭仪 1 , 赵晓锦 2 , 潘晓芳 2
汽车工程师 | 2026,(8): 1-12
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汽车工程师 | 2026 , (8) : 1 -12
电子鼻在车内气味物质识别中的应用研究进展
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钟基钦1, 李波1, 李铭仪1, 赵晓锦2, 潘晓芳2
作者信息
  • 1.广州汽车集团股份有限公司汽车工程研究院,广州 511434
  • 2.深圳大学电子与信息工程学院,深圳 518000
Research Progress on the Application of Electronic Nose in Vehicle Odorant Detection
Jiqin Zhong1, Bo Li1, Mingyi Li1, Xiaojin Zhao2, Xiaofang Pan2
Affiliations
  • 1.Guangzhou Automobile Group Co., Ltd. Automotive Research & Development Center, Guangzhou 511434
  • 2.College of Electronic and Information, Shenzhen University, Shenzhen 518000
出版时间: 2026-08-15 doi: 10.20104/j.cnki.1674-6546.20250210
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电子鼻技术因其识别灵敏度高、操作便捷和成本低等显著优势而在车内气味物质识别和空气质量管控领域表现出巨大的应用潜力。基于电子鼻技术在气体组分识别与分类中的应用,阐述了电子鼻技术的工作原理、各类气体传感器的响应性能,以及模式识别算法模型等方面的相关研究工作,重点分析了电子鼻技术在车内空气质量(IAQ)评价及整车/内饰材料散发的气味物质识别应用方面的研究进展,最后对电子鼻在车内气味物质识别领域的未来发展方向与挑战进行了展望。

车内气味物质  /  电子鼻技术  /  气体传感器  /  模式识别算法

Electronic nose technology holds immense application potential for odorants and air quality control within vehicles, owing to its significant advantages of high sensitivity, operational convenience and low cost. This paper focuses on the application of electronic nose technology in the identification and classification of gas components, with a particular emphasis on the working principles of electronic nose technology, the response performance of various gas sensors and pattern recognition algorithms. Additionally, the paper discusses the progress made in the use of electronic nose technology for Indoor Air Quality (IAQ) evaluation and the identification of odorants emitted by whole vehicles or interior materials. Finally, the paper provides an outlook on the future development direction and challenges of electronic nose technology in the field of vehicle odorant detection.

Vehicle odorants  /  Electronic nose technology  /  Gas sensors  /  Pattern recognition algorithms
钟基钦, 李波, 李铭仪, 赵晓锦, 潘晓芳. 电子鼻在车内气味物质识别中的应用研究进展. 汽车工程师, 2026 , (8) : 1 -12 . DOI: 10.20104/j.cnki.1674-6546.20250210
Jiqin Zhong, Bo Li, Mingyi Li, Xiaojin Zhao, Xiaofang Pan. Research Progress on the Application of Electronic Nose in Vehicle Odorant Detection[J]. Automotive Engineer, 2026 , (8) : 1 -12 . DOI: 10.20104/j.cnki.1674-6546.20250210

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doi: 10.20104/j.cnki.1674-6546.20250210
  • 首发时间:2026-09-20
  • 出版时间:2026-08-15
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  • 修回日期:2025-08-22
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    1.广州汽车集团股份有限公司汽车工程研究院,广州 511434
    2.深圳大学电子与信息工程学院,深圳 518000
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2种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
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占总种数比例
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属
Genus
种数
Number of
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占总种数比例
Percentage of total
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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
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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