A Quality Consistency Design Method for Electromagnetic Relay Based on Orthogonal Least Squares

An electromagnetic relay and least squares technology, applied in computer-aided design, instrumentation, calculation, etc., can solve problems such as low optimization accuracy, inability to eliminate program robustness, and inability to determine the global optimal solution, so as to improve modeling accuracy, The effect of reducing the number of modeling parameters

Active Publication Date: 2021-03-12
GUIZHOU SPACE APPLIANCE CO LTD
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  • Abstract
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  • Claims
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Problems solved by technology

[0006] The purpose of the present invention is to solve the problem that the current parameter design method of electrical appliances cannot determine the global optimal solution, cannot eliminate the interaction of factors affecting the robustness of the scheme, and the modeling process is complicated, which leads to low optimization accuracy, and provides a method based on orthogonal least squares Multiplied Electromagnetic Relay Quality Consistency Design Method

Method used

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  • A Quality Consistency Design Method for Electromagnetic Relay Based on Orthogonal Least Squares
  • A Quality Consistency Design Method for Electromagnetic Relay Based on Orthogonal Least Squares
  • A Quality Consistency Design Method for Electromagnetic Relay Based on Orthogonal Least Squares

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specific Embodiment approach 1

[0021] Specific implementation mode 1: This implementation mode records a method for designing electromagnetic relay quality consistency based on orthogonal least squares, and the method includes the following steps:

[0022] Step 1: Determine the input parameters and uncertainty factors according to the research object and optimization goal, and carry out the orthogonal experiment design of the inner and outer surfaces; among them, the input parameters are arranged in the inner table, and the uncertainty factors are arranged in the outer surface, according to the input characteristics and the number of uncertain factors and the number of levels respectively select the inner and outer orthogonal tables and determine the test plan; the research object is a relay, and the optimization goal is determined according to the actual situation, which can be the armature pull-in speed, the magnetic retention force, etc.; the input parameters can affect the optimization The size of each k...

specific Embodiment approach 2

[0029] Specific embodiment two: a kind of electromagnetic relay quality consistency design method based on orthogonal least squares described in specific embodiment one, in step three, the described decoupling of parameters is specifically: select any from the input parameters For the non-repetitive combination of two parameters (X, Y), first calculate the changes Δx and Δy of the corresponding output characteristics when the parameters X and Y change independently, and then calculate the change of the corresponding output characteristics when the combination of (X, Y) changes at the same time Quantity Δxy, if parameter X and parameter Y are completely independent, the mathematical relationship of Δxy=Δx+Δy should be satisfied, otherwise, it means that there is an interaction between parameter X and parameter Y;

[0030] Define the interaction factor γ to reflect the degree of interaction between parameters X and Y, and use the following formula to determine the interaction bet...

specific Embodiment approach 3

[0033] Specific embodiment three: a kind of electromagnetic relay quality consistency design method based on orthogonal least squares described in specific embodiment one, in step five, described adopts the linear regression method to establish the polynomial between the adjustment factor and the output characteristic The function is specifically: after the optimization scheme of the stability factor is determined, the output characteristics will deviate with the change of the parameter value, first calculate the offset ΔF of the output characteristics s , and then jointly adjust the factor polynomial F a , to establish the offset compensation target H 2 , as shown in the following formula:

[0034]

[0035] Since the adjustment factor and the stability factor are independent of each other, the output offset can be quantitatively compensated without affecting the robustness of the scheme, and finally the adjustment factor X a design plan.

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Abstract

The invention relates to an electromagnetic relay quality consistency design method based on orthogonal least squares, which belongs to the technical field of relay product design. The purpose of the present invention is to solve the problems of poor output quality consistency of current relay products, the inability to determine the global optimal solution in the product parameter design process, the inability to eliminate the interaction of factors affecting the robustness of the scheme, and the complexity of the modeling process, resulting in low optimization accuracy. The method is as follows: 1. Determine the controllable factors, error factors and orthogonal test plan; 2. Conduct significance analysis of signal-to-noise ratio and sensitivity to determine the stable factors; 3. Conduct interactive analysis to determine the adjustment factors; 4. Establish stable factors Orthogonal least squares function model and robustness optimization objective function to determine the optimal solution of the stability factor; Fifth, establish the polynomial model of the adjustment factor and the offset compensation objective function to determine the optimal solution of the adjustment factor. The invention is applicable to the technical field of relay product design.

Description

technical field [0001] The invention belongs to the technical field of relay product design, and in particular relates to an electromagnetic relay quality consistency design method based on orthogonal least squares. Background technique [0002] Parameter design is an important link in the design process of electromagnetic relay products. It not only directly determines whether the output characteristics of the product can meet the design requirements, but also directly affects the uncertainty factors such as external interference, internal interference, and manufacturing dispersion of the product design scheme. Resistance, that is, robustness. Therefore, it is of great significance to improve the performance stability and consistency of electromagnetic relay products by adopting a reasonable quality consistency design method to effectively control the design parameters. [0003] The key to design parameters is to use the nonlinear nature between input parameters and output...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F30/398
CPCG06F30/398
Inventor 邓杰叶雪荣李东晖翟国富
Owner GUIZHOU SPACE APPLIANCE CO LTD
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