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A maintenance decision-making method for aircraft bleed air pressure regulating valve

A technology of pressure regulation and decision-making method, applied in stochastic CAD, instruments, multi-objective optimization, etc., can solve problems such as non-convergence

Inactive Publication Date: 2020-12-29
南京智媒信息技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the Nelder-Mead simplex method actually has many defects. For example, in 1998, McKilmon used multiple negative examples to prove that the Nelder-Mead simplex method cannot converge in some cases

Method used

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  • A maintenance decision-making method for aircraft bleed air pressure regulating valve
  • A maintenance decision-making method for aircraft bleed air pressure regulating valve
  • A maintenance decision-making method for aircraft bleed air pressure regulating valve

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Embodiment

[0154] In order to optimize the maintenance strategy of the bleed pressure regulating valve, China Eastern Airlines Group Co., Ltd. collected the maintenance records of 18 A320-214. Then analyze the life samples of the bleed air pressure regulating valve in the fleet from 2007 to 2012, as shown in Table 3, where the life data in the table is in calendar days. According to the airline's maintenance requirements, the bleed air pressure regulating valve needs to be inspected periodically, that is, the use inspection strategy is adopted. In addition, counting the maintenance data of the airline for many years, it is estimated that c f with c i Empirical formula c f =50c i . According to the expert experience of the airline, in the maintenance strategy of the bleed air pressure regulating valve, let the parameter be w 1 =0.1,w 2 =0.8,w 3 =0.1,

[0155] table 3

[0156]

[0157] Because accurate reliability is the basis for maintenance decisions, the reliability of the...

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Abstract

The invention discloses a maintenance decision-making method for an aircraft bleed air pressure regulating valve. The method comprises: step 1, initializing parameters; step 2, counting the use history of each component, and analyzing a reliability sample; step 3, analyzing a function relationship among various maintenance costs of the aircraft bleed air pressure regulating valve; step 4, evaluating the reliability distribution of the aircraft bleed air pressure adjusting valve; step 5, calculating the maintenance cost rate and availability of the aircraft; step 6, establishing a multi-objective planning model; step 7, converting the multi-objective planning model into an unconstrained optimization problem; step 8, carrying out iterative solution on the unconstrained optimization problem;step 9, judging whether the iterative computation meets an end condition or not, if so, turning to step 12, and otherwise, turning to step 10; step 10, updating a Lagrangian multiplier penalty factor;step 11, updating the multiplier parameters, and turning to step 8; and step 12, analyzing the rationality of the maintenance decision of the aircraft bleed air pressure regulating valve.

Description

technical field [0001] The invention relates to a maintenance decision-making method for an aircraft bleed air pressure regulating valve, which belongs to the interdisciplinary application of maintenance engineering, computer-aided decision-making, optimization methods and the like. Background technique [0002] The function of the aircraft air supply system is to provide air with suitable pressure and temperature to the air conditioning system according to the needs of each system of the aircraft. One of the key components of the air source system is the bleed air pressure regulating valve installed on the engine case, which can adjust and shut off the bleed air. Although the bleed air pressure regulating valve is very important to the safe flight of the aircraft, in fact, it is also one of the components with the highest failure frequency in the aircraft. Faults such as air leakage in the signal tube, low bleed air pressure or no bleed air often occur, especially some fau...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/00G06Q10/04G06Q10/06G06F30/15G06F30/20G06F111/04G06F111/06G06F111/08G06F119/02
CPCG06Q10/04G06Q10/067G06Q10/20
Inventor 李怀远李亚志龚如宾曾岳
Owner 南京智媒信息技术有限公司
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