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Multi-leg collaborative stowage optimization method capable of reducing operation times of intermediate airport container

An optimization method and ULD technology, applied in the field of shipping stowage, can solve the problems of flight delay, large deviation of the center of gravity, inconvenient operation of the ULD, etc., and achieve the effect of improving operation and reducing repetitive operations.

Pending Publication Date: 2022-04-19
CIVIL AVIATION UNIV OF CHINA
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] The present invention provides a multi-segment collaborative stowage optimization method to solve the problems in the prior art mentioned above in the background art due to the lack of multi-segment collaborative stowage algorithm optimization, resulting in a large deviation of the center of gravity on each flight segment and intermediate It is inconvenient for the airport to operate ULDs, which does not meet the high-efficiency needs of the modern air transport industry and causes flight delays

Method used

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  • Multi-leg collaborative stowage optimization method capable of reducing operation times of intermediate airport container
  • Multi-leg collaborative stowage optimization method capable of reducing operation times of intermediate airport container
  • Multi-leg collaborative stowage optimization method capable of reducing operation times of intermediate airport container

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Effect test

Embodiment

[0211] Example: such as figure 1 , 2 As shown, a multi-segment collaborative stowage optimization method that can reduce the number of ULD operations at intermediate airports includes:

[0212] Overall optimization process S101: Multi-segment long-distance flight is based on the principle of optimal airborne target center of gravity and ULD loading optimization principle S201;

[0213] ULD operation optimization process S102: Multi-segment long-distance flights are loaded according to the principle of the least number of ULD operations at intermediate airports S202;

[0214] Optimization process without considering the operation of intermediate ULDs S103: collaborative stowage optimization for multi-segment long-distance flights based on the principle of optimal airborne target center of gravity without considering the operation of intermediate airport ULDs S203.

[0215]Due to the adoption of the overall optimization process, the ULD operation optimization process, and the ...

Embodiment 1

[0566] The solution of the present invention also includes: inputting the target center of gravity CGtarget into the integer programming model, using a new generation of commercial solver Gurobi to solve the model to obtain the target loading solution.

[0567] Specific steps include:

[0568] (1) coding the integer programming model;

[0569] (2) Input the target center of gravity CGtarget;

[0570] (3) call the solver to solve;

[0571] (4) Outputting the loading information.

[0572] Specifically, the Gurobi solver can be called through Python to solve the problem.

[0573] In order to further illustrate the method of this application, take the Boeing B757-200F model of a domestic airline as an example, and select 20 optional ULDs and 200 bulk cargoes to load the aircraft;

[0574] By getting as Figure 12 , 13 The weight W of the ULD shown and the weight w of the bulk cargo are used to obtain the available position j of the aircraft; Figure 9 , 11 , the model data...

Embodiment 2

[0582] Concrete technical scheme of the present invention is as follows:

[0583] S1: Obtain the weight and quantity information of direct and interline ULDs and the weight and quantity of bulk cargo;

[0584] S2: Select the research model and obtain model data at the same time. The model data is mainly stowage-related data including the original center of gravity envelope, cargo compartment layout, basic parameters such as take-off weight, fuel-free weight and landing weight, etc.;

[0585] S3: Acquiring the available location of the aircraft for placing the ULD;

[0586]S4: With the goal of minimizing the sum of the center of gravity deviations of the two flight segments and loading the non-stop ULD near the hatch door as much as possible, and keeping the position of the interline ULD as unchanged as possible, construct a multi-segment collaborative stowage integer programming model;

[0587] S5: Determine the target center of gravity CG target ;

[0588] S6: CG the cente...

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Abstract

The invention belongs to the technical field of shipping stowage, and particularly relates to a multi-leg collaborative stowage optimization method capable of reducing the operation frequency of an intermediate airport container, which comprises an overall optimization process, a container operation optimization process and an optimization process without considering the operation of the intermediate container. The problems that in the prior art, due to the fact that optimization of a multi-leg collaborative stowage algorithm is lacked, the gravity center deviation amount of each leg is large, a middle airport is inconvenient to operate a container, the requirement for high efficiency of the modern aviation transportation industry is not met, and flight delay is caused are solved. The method has the beneficial technical effects that the deviation of the gravity center on each leg is minimum, and the operation frequency of the container in the middle airport is minimum, so that the labor intensity of airport workers is reduced, the ground guarantee time is shortened, and the flight delay is reduced.

Description

technical field [0001] The invention belongs to the technical field of shipping stowage, and in particular relates to a multi-segment collaborative stowage optimization method that can reduce the number of operations of a ULD at an intermediate airport. Background technique [0002] Multi-segment coordinated stowage is a derivative of single-segment stowage. Single-segment stowage is to distribute the payload to the aircraft's cabin reasonably, and make the aircraft's center of gravity within reason; [0003] For the collaborative stowage optimization of multiple flight segments, it is necessary to consider the payload allocation of at least two flight segments, which is a relatively complex multi-objective combination optimization problem and has certain practical value. Foreign countries have carried out relevant and valuable explorations on this issue . However, due to the complexity of the multi-segment collaborative stowage problem, many factors need to be considered....

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q10/06G06Q50/30
CPCG06Q10/04G06Q10/06312G06Q10/06313G06Q50/40Y02T10/40
Inventor 赵向领李云飞
Owner CIVIL AVIATION UNIV OF CHINA
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