TY - JOUR
T1 - Risk evaluation for industrial smart product-service systems: An integrated method considering failure mode correlations
AU - Song, Wenyan
AU - Zheng, Jianing
AU - Niu, Zixuan
AU - Wang, Qun
AU - Tang, Yuqi
AU - Zheng, Pai
N1 - Funding Information:
This work is supported by the National Key Research and Development Program of China (No. 2019YFB1405502 ) and the National Natural Science Foundation of China (Grant No. 71971012 , 52005424 ). The authors also would like to thank the editor Professor Chun-Hsien Chen and the anonymous reviewers for their helpful comments and suggestions on our manuscript.
Publisher Copyright:
© 2022 Elsevier Ltd
PY - 2022/10
Y1 - 2022/10
N2 - Industrial smart product-service systems (ISPS2) is a complex and dynamic ICT-based ecosystem of value co-creation among stakeholders, making the ISPS2 implementation a demanding and risky process. Previous studies often use Failure Modes and Effects Analysis (FMEA) approach to identify potential risks of failure modes to ensure successful implementation of ISPS2. However, previous FMEA methods assumed independence between potential failure modes (FMs). Moreover, the previous FMEA methods omit the propagation of the impact of FMs with different initial importance in an ISPS2, which will influence the result accuracy of risk evaluation. To solve these problems, a novel FMEA based on strength-influence analysis of FMs is provided. The proposed method not only considers the attenuation effect of failure mode impact but also the correlation between FMs. To verify the effectiveness of the proposed method, this research applies it to the case of the smart 3D printing service system.
AB - Industrial smart product-service systems (ISPS2) is a complex and dynamic ICT-based ecosystem of value co-creation among stakeholders, making the ISPS2 implementation a demanding and risky process. Previous studies often use Failure Modes and Effects Analysis (FMEA) approach to identify potential risks of failure modes to ensure successful implementation of ISPS2. However, previous FMEA methods assumed independence between potential failure modes (FMs). Moreover, the previous FMEA methods omit the propagation of the impact of FMs with different initial importance in an ISPS2, which will influence the result accuracy of risk evaluation. To solve these problems, a novel FMEA based on strength-influence analysis of FMs is provided. The proposed method not only considers the attenuation effect of failure mode impact but also the correlation between FMs. To verify the effectiveness of the proposed method, this research applies it to the case of the smart 3D printing service system.
KW - Failure modes and effects analysis
KW - Industrial Smart Product-Service Systems (ISPS)
KW - Risk correlation
KW - Risk evaluation
KW - Risk impact propagation
UR - http://www.scopus.com/inward/record.url?scp=85137646962&partnerID=8YFLogxK
U2 - 10.1016/j.aei.2022.101734
DO - 10.1016/j.aei.2022.101734
M3 - Journal article
AN - SCOPUS:85137646962
SN - 1474-0346
VL - 54
JO - Advanced Engineering Informatics
JF - Advanced Engineering Informatics
M1 - 101734
ER -