Article(id=1282037440487592836, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1282037390130790473, articleNumber=null, orderNo=null, doi=10.16265/j.cnki.issn1003-3033.2025.12.0449, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1751385600000, receivedDateStr=2025-07-02, revisedDate=1758297600000, revisedDateStr=2025-09-20, acceptedDate=null, acceptedDateStr=null, onlineDate=1783591144916, onlineDateStr=2026-07-09, pubDate=1766851200000, pubDateStr=2025-12-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1783591144916, onlineIssueDateStr=2026-07-09, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1783591144916, creator=13701087609, updateTime=1783591144916, 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=180, endPage=186, ext={EN=ArticleExt(id=1282037440709890949, articleId=1282037440487592836, tenantId=1146029695717560320, journalId=1146031787341344770, language=EN, title=Fire accident analysis of sweeping robot-heater based on FRAM-PLTS, columnId=1149733270084042840, journalTitle=China Safety Science Journal, columnName=Public safety, runingTitle=null, highlight=null, articleAbstract=

To address the safety risk issues of smart household appliance products, a systematic risk analysis was conducted by taking two sweeping robot-heater fire accidents in a certain location as the research subjects. An integrated method combining the FRAM and PLTS was adopted. FRAM was applied to analyze the accidents, through which nine core functional modules were identified, including navigation module, obstacle avoidance sensor module, and motion control module. Subsequently, PLTS was introduced to quantitatively determine the main characteristics of the input and output terminals of each functional module. Based on this quantitative analysis, four functional resonance modules that led to the accidents in the sweeping robot-heater were confirmed. The results show that the primary causes of the accidents include insufficient sensor accuracy and failure of users to implement the "power-off when leaving" operation. Additionally, the barrier system for risk prevention and control is identified, which consists of physical barriers, functional barriers, intangible barriers, and symbolic barriers.

, authors=Guozhong HUANG1, 2, Zhiyong ZUO1, 2, Qing DENG**, 1, 2, Hanxige CHEN1, 2, Zhengkai CAO1, 2, authorsList=Guozhong HUANG, Zhiyong ZUO, Qing DENG, Hanxige CHEN, Zhengkai CAO, authorCompany=null, correspAuthors=Qing DENG, 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=1282037441171264392, articleId=1282037440487592836, tenantId=1146029695717560320, journalId=1146031787341344770, language=CN, title=基于FRAM-PLTS扫地机器人-取暖器火灾事故分析, columnId=1149733271510106222, journalTitle=中国安全科学学报, columnName=公共安全, runingTitle=null, highlight=null, articleAbstract=

针对智能家电产品安全风险问题,以某地2起扫地机器人-取暖器火灾事故为研究对象,采用基于功能共振分析法(FRAM)和概率语言术语集(PLTS)的集成方法,开展系统性的风险分析。运用FRAM分析事故,得到包括导航模块、避障传感器模块、运动控制模块等在内的9大核心功能模块;通过引入PLTS量化确定功能模块输入端、输出端主要表型,确定扫地机器人-取暖器致灾系统中导致事故的4个功能共振模块。研究结果表明:传感器精度不足和用户未执行“人走断电”等是事故的主要原因;屏障体系包括物理屏障、功能屏障、无形屏障和象征屏障。

, authors=黄国忠教授1, 2, 左志勇1, 2, 邓青副教授**, 1, 2, 陈寒熙格1, 2, 曹正凯1, 2, authorsList=黄国忠教授, 左志勇, 邓青副教授, 陈寒熙格, 曹正凯, authorCompany=null, correspAuthors=邓青副教授, authorNote=

黄国忠(1972—),男,黑龙江双鸭山人,博士,教授,主要从事产品缺陷判定与风险评估、智慧化电气火灾预警技术、公共安全与应急管理等方面的研究。E-mail:

, correspAuthorsNote=
** 邓青(1990—),女,湖北孝感人,博士,副教授,主要从事智能疏散、城市安全与产品安全方面的研究。E-mail:
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黄国忠(1972—),男,黑龙江双鸭山人,博士,教授,主要从事产品缺陷判定与风险评估、智慧化电气火灾预警技术、公共安全与应急管理等方面的研究。E-mail:

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黄国忠(1972—),男,黑龙江双鸭山人,博士,教授,主要从事产品缺陷判定与风险评估、智慧化电气火灾预警技术、公共安全与应急管理等方面的研究。E-mail:

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基于FRAM-PLTS扫地机器人-取暖器火灾事故分析
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黄国忠教授 1, 2 , 左志勇 1, 2 , 邓青副教授 **, 1, 2 , 陈寒熙格 1, 2 , 曹正凯 1, 2
中国安全科学学报 | 公共安全 2025,35(12): 180-186
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中国安全科学学报 |公共安全 2025 , 35 (12) : 180 -186
基于FRAM-PLTS扫地机器人-取暖器火灾事故分析
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黄国忠(1972—),男,黑龙江双鸭山人,博士,教授,主要从事产品缺陷判定与风险评估、智慧化电气火灾预警技术、公共安全与应急管理等方面的研究。E-mail:

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黄国忠(1972—),男,黑龙江双鸭山人,博士,教授,主要从事产品缺陷判定与风险评估、智慧化电气火灾预警技术、公共安全与应急管理等方面的研究。E-mail:

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黄国忠教授1, 2 , 左志勇1, 2, 邓青副教授**, 1, 2 , 陈寒熙格1, 2, 曹正凯1, 2
作者信息
  • 1北京科技大学 土木与资源工程学院,北京 100083
  • 2北京科技大学 大安全科学研究院,北京 100083
通讯作者:
** 邓青(1990—),女,湖北孝感人,博士,副教授,主要从事智能疏散、城市安全与产品安全方面的研究。E-mail:
作者简介:

黄国忠(1972—),男,黑龙江双鸭山人,博士,教授,主要从事产品缺陷判定与风险评估、智慧化电气火灾预警技术、公共安全与应急管理等方面的研究。E-mail:

Fire accident analysis of sweeping robot-heater based on FRAM-PLTS
Guozhong HUANG1, 2 , Zhiyong ZUO1, 2, Qing DENG**, 1, 2 , Hanxige CHEN1, 2, Zhengkai CAO1, 2
Affiliations
  • 1School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing 100083, China
  • 2Research Institute of Macro-Safety Science, University of Science and Technology Beijing, Beijing 100083, China
出版时间: 2025-12-28 doi: 10.16265/j.cnki.issn1003-3033.2025.12.0449
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针对智能家电产品安全风险问题,以某地2起扫地机器人-取暖器火灾事故为研究对象,采用基于功能共振分析法(FRAM)和概率语言术语集(PLTS)的集成方法,开展系统性的风险分析。运用FRAM分析事故,得到包括导航模块、避障传感器模块、运动控制模块等在内的9大核心功能模块;通过引入PLTS量化确定功能模块输入端、输出端主要表型,确定扫地机器人-取暖器致灾系统中导致事故的4个功能共振模块。研究结果表明:传感器精度不足和用户未执行“人走断电”等是事故的主要原因;屏障体系包括物理屏障、功能屏障、无形屏障和象征屏障。

扫地机器人  /  取暖器  /  功能共振分析法(FRAM)  /  概率语言术语集(PLTS)  /  火灾事故  /  屏障体系

To address the safety risk issues of smart household appliance products, a systematic risk analysis was conducted by taking two sweeping robot-heater fire accidents in a certain location as the research subjects. An integrated method combining the FRAM and PLTS was adopted. FRAM was applied to analyze the accidents, through which nine core functional modules were identified, including navigation module, obstacle avoidance sensor module, and motion control module. Subsequently, PLTS was introduced to quantitatively determine the main characteristics of the input and output terminals of each functional module. Based on this quantitative analysis, four functional resonance modules that led to the accidents in the sweeping robot-heater were confirmed. The results show that the primary causes of the accidents include insufficient sensor accuracy and failure of users to implement the "power-off when leaving" operation. Additionally, the barrier system for risk prevention and control is identified, which consists of physical barriers, functional barriers, intangible barriers, and symbolic barriers.

sweeping robots  /  heaters  /  functional resonance analysis method (FRAM)  /  probabilistic linguistic term set (PLTS)  /  fire accident  /  barrier system
黄国忠教授, 左志勇, 邓青副教授, 陈寒熙格, 曹正凯. 基于FRAM-PLTS扫地机器人-取暖器火灾事故分析. 中国安全科学学报, 2025 , 35 (12) : 180 -186 . DOI: 10.16265/j.cnki.issn1003-3033.2025.12.0449
Guozhong HUANG, Zhiyong ZUO, Qing DENG, Hanxige CHEN, Zhengkai CAO. Fire accident analysis of sweeping robot-heater based on FRAM-PLTS[J]. China Safety Science Journal, 2025 , 35 (12) : 180 -186 . DOI: 10.16265/j.cnki.issn1003-3033.2025.12.0449
  • 国家重点研发计划项目(2022YFF0607100)
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doi: 10.16265/j.cnki.issn1003-3033.2025.12.0449
  • 接收时间:2025-07-02
  • 首发时间:2026-07-09
  • 出版时间:2025-12-28
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  • 收稿日期:2025-07-02
  • 修回日期:2025-09-20
基金
国家重点研发计划项目(2022YFF0607100)
作者信息
    1北京科技大学 土木与资源工程学院,北京 100083
    2北京科技大学 大安全科学研究院,北京 100083

通讯作者:

** 邓青(1990—),女,湖北孝感人,博士,副教授,主要从事智能疏散、城市安全与产品安全方面的研究。E-mail:
参考文献
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2种不同金属材料的力学参数

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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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