Method for determining the demand quantity of spare parts of a multi-Weibull unit part for overall part replacement and maintenance of a large cargo ship
A technology to determine the method and demand, which is applied in the direction of instruments, data processing applications, logistics, etc., can solve problems such as inaccuracy and difficult calculation of spare parts demand, and achieve good results
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Embodiment 1
[0051] Example 1, a certain 12 / 15 component is composed of 15 battery cells, when the number of effective cells is less than 12, it is determined that the component is faulty, and the overall replacement is performed for maintenance. The battery unit obeys the Weibull distribution W(1000,2). Under the requirement that the guarantee success rate P is not less than 0.85, calculate the number of spare parts required for the guarantee time of 2000h, including the steps of establishing Gamma equivalent parts, setting the initial value, calculating the guarantee probability and judging steps:
[0052] (1) Set up the Gamma equivalent component step, including the following sub-steps:
[0053] (1.1) Establish a unit life matrix: establish a unit life matrix M with 2000 rows and 15 columns. Each element in M is randomly generated and obeys the W(1000,2) distribution. 1000 and 2 are W(1000,2) respectively. Scale parameters and shape parameters are determined by unit characteristics; ...
Embodiment 2
[0072] Example 2, a 3 / 5 part is composed of 5 circuit breaker units, when the number of effective units is less than 3, it is determined that the part is faulty, and the whole part is replaced for maintenance. The circuit breaker unit obeys the Weibull distribution W(1500,2.3). Under the requirement that the guarantee success rate P is not less than 0.9, calculate the number of spare parts required for the guarantee time of 3000, including the steps of establishing Gamma equivalent parts, setting the initial value, calculating the guarantee probability and judging steps:
[0073] (1) Set up the Gamma equivalent component step, including the following sub-steps:
[0074] (1.1) Establish a unit life matrix: establish a unit life matrix M with 2000 rows and 5 columns. Each element in M is randomly generated and obeys the W(1500,2.3) distribution. 1500 and 2.3 are W(1500,2.3) respectively. Scale parameters and shape parameters are determined by unit characteristics; use the wbl...
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