BGA (Ball Grid Array) welding spot structure parameter optimization method for reducing power cyclic stress

A technology of power circulation and structural parameters, applied in design optimization/simulation, complex mathematical operations, electrical digital data processing, etc., can solve reliability problems and other problems

Active Publication Date: 2018-11-23
GUILIN UNIV OF ELECTRONIC TECH
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  • Application Information

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Problems solved by technology

During the power cycle process, the BGA device generates temperature rise due to the consumption of electric power, and there is a difference in thermal expansion coefficient between the BGA device body and the printed circuit board (PCB). Under the condition of power cycle temperature rise, such thermal expansion Coefficient mismatch will lead to inevitable thermal stress on the BGA solder joints that are connected between the device body and the PCB, which will lead to reliability problems

Method used

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  • BGA (Ball Grid Array) welding spot structure parameter optimization method for reducing power cyclic stress
  • BGA (Ball Grid Array) welding spot structure parameter optimization method for reducing power cyclic stress
  • BGA (Ball Grid Array) welding spot structure parameter optimization method for reducing power cyclic stress

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Embodiment

[0059] A method for optimizing the structural parameters of BGA solder joints for reducing power cycle stress, specifically comprising the following steps:

[0060] (1) Establish COMSOL solder joint simulation analysis model, the model is as follows figure 1 As shown, the material parameters are shown in Table 1;

[0061] (2) Obtain the stress value under the power load, and apply the power load curve as figure 2 As shown, the stress diagram obtained by simulation is as follows image 3 shown;

[0062] (3) Obtain the influencing factors that affect the solder joints: the maximum radial size of the solder joints, the height of the solder joints, and the diameter of the upper and lower pads; select 3 levels for each factor, and the factor levels are shown in Table 2;

[0063] (4) Using the BOX-Behnken central combination design model, there are 29 groups of simulation model level combinations, of which 24 groups are analysis factors, and 5 groups are zero-point factors, that...

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Abstract

The invention discloses a BGA (Ball Grid Array) welding spot structure parameter optimization method for reducing a power cyclic stress. The method comprises the following steps that: 1) establishinga COMSOL welding spot simulation analysis model; 2) obtaining the thermal stress value of a welding spot; 3) determining the influence factor of the thermal stress value; 4) determining a parameter level value of the influence factor; 5) obtaining an experiment sample; 6) obtaining a function relational expression between the influence factor and the thermal stress value; 7) carrying out regression analysis on the function relational expression to obtain a regression equation; 8) determining the correctness of the function relational expression; 9) adopting a random way to generate an initialpopulation; 10) obtaining a current evolution algebra gen and an optimal fitness value; 11) randomly forming M/2 groups of paired individuals by M individuals, and carrying out an interlace operationon each group of paired individuals; 12) carrying out a mutation operation on the paired individuals; 13) carrying out evolution reversion on the paired individuals; 14) selecting the individual withthe optimal fitness value; and 15) after the population is updated, carrying out judgment again. The method has the advantages of good robust performance and simple calculation method, and great convenience is brought to later-stage BGA welding spot structure parameter optimization design.

Description

technical field [0001] The invention relates to the technical field of packaging of electronic components, in particular to a BGA solder joint structural parameter optimization method for reducing power cycle stress. Background technique [0002] Ball Grid Array (BGA) devices have been widely used in various electronic products due to their advantages of large number of pins, high yield, superior electrical performance and good heat dissipation. When BGA devices are actually used, there are alternating cycles of power-on (on), running, standby, and power-off (off). Such a cycle process is a typical power cycle process. Therefore, BGA devices In actual work, it is under a power cycle loading condition. During the power cycle process, the BGA device generates temperature rise due to the consumption of electric power, and there is a difference in thermal expansion coefficient between the BGA device body and the printed circuit board (PCB). Under the condition of power cycle te...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/50G06F17/18G06N3/00
CPCG06F17/18G06N3/006G06F30/23
Inventor 黄春跃王建培路良坤何伟
Owner GUILIN UNIV OF ELECTRONIC TECH
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