Maintenance and spare part supply combined optimization method based on deterministic inventory degradation model

A degradation model and joint optimization technology, applied in data processing applications, forecasting, instruments, etc., can solve problems that affect the accuracy of joint optimization results and affect spare parts inventory

Inactive Publication Date: 2014-04-16
TSINGHUA UNIV
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Problems solved by technology

However, in the case of spare parts degradation and failure, it will affect the spare parts inventory, and then affect the accuracy of the entire joint optimization result

Method used

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  • Maintenance and spare part supply combined optimization method based on deterministic inventory degradation model
  • Maintenance and spare part supply combined optimization method based on deterministic inventory degradation model
  • Maintenance and spare part supply combined optimization method based on deterministic inventory degradation model

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no. 1 example

[0052] figure 1 It is a schematic flow chart of a joint optimization method for maintenance and spare parts supply based on a deterministic inventory degradation model according to an embodiment of the present invention. The following refers to figure 1 Each implementation step of the method will be described in detail.

[0053] Step S110, selecting and fitting a deterministic inventory degradation model based on the inventory degradation data.

[0054] Specifically, a deterministic inventory degradation model suitable for the joint optimization of maintenance and spare parts supply is introduced, and the deterministic inventory degradation model is fitted according to the inventory degradation data.

[0055] (1) Introduce a deterministic inventory degradation model suitable for joint optimization of maintenance and spare parts supply.

[0056] The following differential equation is used to describe the degradation of the inventory:

[0057] I'(t)=-g(t)·I(t)-d(t)(1)

[005...

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Abstract

The invention discloses a maintenance and spare part supply combined optimization method based on a deterministic inventory degradation model. The maintenance and spare part supply combined optimization method based on the deterministic inventory degradation model comprises the steps of selecting and fitting out the deterministic inventory degradation model according to inventory degradation data, introducing the deterministic inventory degradation model, computing the expected maintenance expense, the expected spare part purchasing expense, the expected spare part storage expense and the expected spare part shortage loss expense, building a maintenance and spare part supply combined optimization model according to the deterministic inventory degradation model, and carrying out optimization solution. The method takes the spare part inventory degradation phenomenon which is ignored but very important in the maintenance optimization process into account, and combines the historical inventory storage degradation data to obtain the deterministic inventory degradation model which describes the spare part inventory degradation phenomenon. Meanwhile, the deterministic inventory degradation model is introduced into the computation of the maintenance and spare part supply related expenses, the combined optimization model is built more reasonably, the combined optimization model is more suitable for the practical situation than an original model, and a more accurate result can be obtained.

Description

technical field [0001] The invention relates to the field of maintenance and spare parts optimization of power electronic equipment, in particular to a joint optimization method for maintenance and spare parts supply based on a deterministic inventory degradation model under the condition that spare parts inventory degradation data exists. Background technique [0002] Since there is no completely ideal storage environment, spare parts will inevitably be degraded and scrapped during storage. This phenomenon will affect the normal production work, maintenance, spare parts management and other activities of the equipment. For example, the electronic equipment and components stored on ocean-going ships, as well as some mechanical components, are used to replace the failed operating parts in time to ensure the normal operation of the ship. However, due to high humidity, high salinity, surges, etc. In the harsh environment, the scrapping of spare parts is very serious, which aff...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q50/06
Inventor 周东华陈茂银蒋云鹏
Owner TSINGHUA UNIV
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