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Fig 1.

Spare parts based on reliability and risk factors.

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Table 1.

The classification of risk factors.

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Table 2.

Some of the TTF data associated with Caterpillar excavator risk failure factors.

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Table 2 Expand

Table 3.

The P-value values for the estimation of the PH of risk factors.

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Table 3 Expand

Fig 2.

The Cox-Snell residual diagram of the exponential frailty model.

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Fig 2 Expand

Table 4.

The GOF values of regression functions.

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Table 5.

The Exponential frailty estimated parameters.

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Table 5 Expand

Table 6.

The Exponential classical estimated parameters.

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Table 6 Expand

Fig 3.

Reliability diagram of the classical and frailty exponential function for EBN.

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Fig 3 Expand

Fig 4.

The number of EBN.

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Fig 5.

The amounts for re-order shipping and the economic order quantities of EBNs.

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