Investigating the causal relationships among failure modes, effects and causes: a system dynamics approach
International Journal of Quality & Reliability Management
ISSN: 0265-671X
Article publication date: 23 August 2021
Issue publication date: 15 August 2022
Abstract
Purpose
This paper aims to develop a system dynamics (SD) model to identify causal relationships among the elements of failure modes and effects analysis (FMEA), i.e. failure modes, effects and causes.
Design/methodology/approach
A causal loop diagram (CLD) has been developed based on the results obtained from interdependencies and correlations analysis among the FMEA elements through applying the integrated approach of FMEA-quality function deployment (QFD) developed by Shaker et al. (2019). The proposed model was examined in a steel manufacturing company to identify and model the causes and effects relationships among failure modes, effects and causes of a roller-transmission system.
Findings
Findings indicated interactions among the most significant failure modes, effects and causes. Moreover, corrective actions defined to eliminate or relieve critical failure causes. Consequently, production costs decreased, and the production rate increased due to eliminated/decreased failure modes.
Practical implications
The application of CLD illustrates causal relationships among FMEA elements in a more effective way and results in a more precise recognition of the root causes of the potential failure modes and their easy elimination/decrease. Therefore, applying the proposed approach leads to a better analysis of the interactions among FMEA elements, decreased system's failure rate and increased system availability.
Originality/value
The literature review indicated a few studies on the application of SD methodology in the maintenance area, and no study was performed on the causal interactions among FMEA elements through an FMEA-QFD based SD approach. Although the interactions of these elements are significant and helpful in risks ranking, researchers fail to investigate them sufficiently.
Keywords
Citation
Shaker, F., Shahin, A. and Jahanyan, S. (2022), "Investigating the causal relationships among failure modes, effects and causes: a system dynamics approach", International Journal of Quality & Reliability Management, Vol. 39 No. 8, pp. 1977-1995. https://doi.org/10.1108/IJQRM-07-2020-0247
Publisher
:Emerald Publishing Limited
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