Method for generating practical multidisciplinary design optimization model automatically

An optimization model and automatic generation technology, applied in computing, special data processing applications, instruments, etc., can solve the problems affecting the engineering practicability of MDO method, large amount of calculation, poor parallelism of subtasks, etc.

Inactive Publication Date: 2011-05-18
BEIHANG UNIV
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Problems solved by technology

When there are many coupling relationships among the disciplines contained in the product, especially when the reliability discipline (with randomness and large amount of calculation) needs to be considered, it will be difficult to control the generation process of the MDO model if only relying on the experience of the designer, and unreasonable MDO may be generated Model
An unreasonable MDO model will directly affect the effect of MDO work, including an increase in the overall optimization time, poor subtask parallelism, etc., which seriously affects the engineering practicability of the MDO method

Method used

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  • Method for generating practical multidisciplinary design optimization model automatically
  • Method for generating practical multidisciplinary design optimization model automatically
  • Method for generating practical multidisciplinary design optimization model automatically

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Embodiment Construction

[0065] In the following, the present invention will be further described in detail in conjunction with an electronic packaging case (the standard MDO case given by NASA).

[0066] A practical multidisciplinary design optimization model automatic generation method of the present invention, such as figure 1 As shown, it includes the following steps:

[0067] Step 1: Establish an overall optimization model.

[0068] The design requirements stipulate that the higher the power density, the better, the shunted current on the two resistors must be equal, and the reliability of the two resistors must be greater than 0.99. An overall optimization model is established according to the design requirements, and its optimization goal is to maximize the power density while satisfying three constraints. Equality constraint 1 means that the shunted currents on the two resistors must be equal; inequality constraint 1 and inequality constraint 2 indicate that the reliability of resistor 1 and...

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Abstract

The invention relates to a method for generating a practical multidisciplinary design optimization model automatically, which comprises the following steps of: first, establishing an integrated product optimization model according to design requirements; second, filling in a 'correlation' matrix D according to the inclusion relation between functions and optimization variables in the integrated product optimization model; third, filling in a 'coupling' matrix C according to the inclusion relation among functions in the integrated product optimization model; fourth, filling in a 'time' matrix T according to time taken for calculating functions in the integrated product optimization model; fifth, carrying out automatic task division by a genetic algorithm according to the matrixes to obtain one main task and a plurality of subtasks; sixth, generating an MDO (Multidisciplinary Design Optimization) model according to the task division scheme. The method supports the computer based automatic generation of the MDO model, avoids the excessive independence on experience of designers, can obtain the most reasonable MDO model, and has the characteristics of good simplicity and practicality, wide application and the like.

Description

(1) Technical field: [0001] The invention provides a practical method for automatically generating multidisciplinary design optimization models, especially capable of dealing with coupling variables and random reliability functions in multidisciplinary design optimization models, and belongs to the intersection of multidisciplinary design optimization and reliability design for complex products technology field. (two) background technology: [0002] In the process of complex product design, due to the complexity of the models of each discipline, there is still a coupling relationship between disciplines, which brings great difficulties to the optimization design, and it is often difficult to obtain the optimal solution. Multidisciplinary Design Optimization (MDO) method is an effective way to optimize the design of complex products, and can use less computing time to obtain the optimal product design. [0003] Before carrying out multidisciplinary design optimization (MDO),...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/50
Inventor 郭健彬曾声奎任羿马纪明冯强孙博王星皓
Owner BEIHANG UNIV
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