Risk assessment based on a STPA-FMEA method: A case study of a sweeping robot

被引:5
|
作者
Zhang, Yanxi [1 ]
Liu, Tiezhong [2 ]
机构
[1] Beijing Inst Technol, Sch Mechatron Engn, Beijing, Peoples R China
[2] Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
关键词
consumer products; emerging risks; failure mode and effects analysis; risk assessment; systems theoretic accident model and process model; HAZARD ANALYSIS; ACCIDENT MODEL; PROCESS STAMP; FAILURE MODE; SAFETY; SOFTWARE;
D O I
10.1111/risa.13927
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Despite rapid developments in the quality and safety of consumer products, the rise of intelligent household appliances, such as sweeping robots, has introduced new safety concerns. Considering "person-product-environment" elements and the complex systems of emerging consumer products, this study presents a new method of risk assessment for consumer products: systems theoretic process analysis (STPA)-failure mode and effects analysis (FMEA). As a case study, this method is applied to the safety control of a sweeping robot. The results suggest that this method can identify all the possible failure modes and injury scenarios among the product components, and the safety constraints in the hierarchical control structure of the interactive system. Moreover, the STPA-FMEA method combines user and environmental factors with the value of product risk events, based on the risk priority number (RPN). This provides an accurate and orderly system to reduce or eliminate the root causes of accidents and injuries. Finally, analysis of unsafe control behavior and its causes can be used to suggest improved safety constraints, which can effectively reduce the risk of some injury scenarios. This paper presents a new method of risk assessment for consumer products and a general five-level complex index system.
引用
收藏
页码:590 / 604
页数:15
相关论文
共 50 条
  • [21] Risk assessment of physical unit operations of wastewater treatment plant using fuzzy FMEA method: a case study in the northwest of Iran
    Seyed Shamseddin Alizadeh
    Yaghoob Solimanzadeh
    Saeid Mousavi
    Gholam Hossein Safari
    Environmental Monitoring and Assessment, 2022, 194
  • [22] Fuzzy assessment of FMEA for rotary switches: A case study
    Vinodh, S.
    Aravindraj, S.
    Narayanan, Ravi Sathya
    Yogeshwaran, N.
    TQM Journal, 2012, 24 (05): : 461 - 475
  • [23] An interval probability-based FMEA model for risk assessment: A real-world case
    Ouyang, Linhan
    Zheng, Wei
    Zhu, Yige
    Zhou, Xiaojian
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2020, 36 (01) : 125 - 143
  • [24] Medical device software risk assessment using FMEA and fuzzy linguistic approach: case study
    Batbayar, Khulan
    Takacs, Marta
    Kozlovszky, Miklos
    2016 IEEE 11TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2016, : 197 - 201
  • [25] Use of the Method FMEA for Hazard Identification and Risk Assessment in a Coal Mine
    Duda, Adam
    Juzek, Tymoteusz
    MANAGEMENT SYSTEMS IN PRODUCTION ENGINEERING, 2023, 31 (03) : 332 - 342
  • [26] Risk assessment of defect occurrences in engine piston castings by FMEA method
    Piątkowski J.
    Kamiński P.
    Piątkowski, J. (jaroslaw.piatkowski@polsl.pl), 1600, De Gruyter Open Ltd (17): : 107 - 110
  • [27] RISK ASSESSMENT IN PROJECT PLANNING USING FMEA AND CRITICAL PATH METHOD
    Choles Arvilla, Sandra Milena
    SCIENTIFIC PAPERS-SERIES MANAGEMENT ECONOMIC ENGINEERING IN AGRICULTURE AND RURAL DEVELOPMENT, 2014, 14 (03) : 39 - 45
  • [28] A case study on FMEA-based improvement for managing new product development risk
    Moreira, Antonio Carrizo
    Ferreira, Luis Miguel D. F.
    Silva, Pedro
    INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2021, 38 (05) : 1130 - 1148
  • [29] RESEARCH ON USING FMEA AS A RISK ASSESSMENT METHOD IN ORDER TO REDUCE RISK HANDLING COSTS
    Mateescu , Ruxandra Maria
    Dinu, Vasile
    Maftei, Mihaela
    BASIQ INTERNATIONAL CONFERENCE: NEW TRENDS IN SUSTAINABLE BUSINESS AND CONSUMPTION 2017, 2017, : 419 - 427
  • [30] Integrating FMEA And WASPAS In A Fuzzy Environment To Risk Assessment And Ranking: A Real-life Case Study
    Xiao, Jian
    JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2024, 27 (08): : 2857 - 2866