Abstract
Fault analysis activity is very important for a flexible manufacturing cell (FMC) in the development phase. Fault tree analysis (FTA) and fault mode and effects analysis (FMEA) are widely used for fault analysis. However, they are time-consuming and expensive when fully implemented. In this paper, we propose an improving hybrid multilevel FTA-FMEA method that is the combination of the above two methods. The proposed method has a clear three-layer analysis structure. In the first layer, a system FTA of the FMC is performed to determine the functional fault modes. Then, FMEA is conducted to examine them and the key functional fault modes are selected by criticality analysis. In the second layer, we perform the FTA of the determined key functional fault modes to find out the meta-action/component fault modes. The bottom events of fault trees in this layer show differences due to the subsystems with different features. Same as the first layer, FMEA is conducted subsequently and criticality analysis is also used to determine the key meta-action/component fault modes. In the last layer, we perform the FTA of the determined key meta-action/component fault modes to find out fault causes. Then, the key fault causes are determined by criticality analysis. Risk priority number (RPN) is usually used to determine the priority ranking in criticality analysis, while its calculation way is slightly naive. In this paper, we use the technique for order preference by similarity to ideal solution (TOPSIS) method to examine the priority ranking of fault modes/causes. Moreover, we consider the correction cost as the fourth indicator to assess the priority. The improving fault analysis method can not only help designers better understand the new FMC but also help decision makers make better decisions. At last, a real FMC as a case is presented to illustrate the proposed method.
Highlights
The traditional automated manufacturing technology has high production efficiency, it cannot meet the demand of short-cycle, multi-variety and small-volume production
We propose a hybrid multilevel fault analysis method combining fault tree analysis (FTA) method with fault mode and effects analysis (FMEA) method to improve the inherent reliability of flexible manufacturing cell (FMC)
By analyzing the existing research of FMEA/FMECA, we find that the main purpose of those research is to improve the traditional FMECA by alleviating those shortcomings
Summary
The traditional automated manufacturing technology has high production efficiency, it cannot meet the demand of short-cycle, multi-variety and small-volume production. Compared with FMSs, flexible manufacturing cells (FMCs) need lower investment and cost. They are preferred by middle-small enterprises with limited capital. X. Zhang et al.: Hybrid Multilevel FTA-FMEA Method for a FMC Based on Meta-Action and TOPSIS improve the performance of an FMC, reliability plays an important role. We propose a hybrid multilevel fault analysis method combining fault tree analysis (FTA) method with fault mode and effects analysis (FMEA) method to improve the inherent reliability of FMCs. The proposed method can help users to perform fault analysis more efficiently. The proposed method can help users to perform fault analysis more efficiently The first key idea is that different subsystem of the FMC has different analysis level. We use the technique for order preference by similarity to ideal solution (TOPSIS) method to conduct the criticality ranking
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