A Parameter Fluctuation Impact Analysis Algorithm for The Control of Sealing Performance Stability

Lin Qiu, Niansong Zhang, Aiming Wang
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Abstract

With the development of measurement technology and the emergence of heuristic algorithms, various matching algorithms have been proposed to improve the assembly accuracy and qualification rate of precision products. However, most algorithms make it easier to define the objective function, which is not in line with practical engineering. These algorithms are not suitable where there are strict requirements for assembly performance and can result in a waste of resources. In the background of the problem that valve components are prone to seal failure after assembly due to the fluctuation in matching dimension, a matching algorithm is proposed in this paper for reducing the impact of matching dimension’s fluctuation on assembly performance. The law of the dimension interference’s effect on sealing performance is first researched and mapped as the sealing quality loss curve, from which the objective function is established. A simple and efficient discrete particle swarm algorithm is then chosen and three local search strategies are proposed for the problem, one of which has been used to improve the performance of the algorithm. Finally, the effectiveness of the matching algorithm in reducing assembly performance fluctuation is verified through a comparative experiment.
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密封性能稳定性控制的参数波动影响分析算法
随着测量技术的发展和启发式算法的出现,人们提出了各种匹配算法来提高精密产品的装配精度和合格率。然而,大多数算法使目标函数的定义变得更容易,这与实际工程不符。这些算法不适用于对装配性能有严格要求的场合,并可能导致资源浪费。针对阀门部件在装配后由于匹配尺寸波动容易导致密封失效的问题,本文提出了一种匹配算法,以减小匹配尺寸波动对装配性能的影响。首先研究了尺寸干涉对密封性能的影响规律,并将其映射为密封质量损失曲线,由此建立了目标函数。选择了一种简单高效的离散粒子群算法,提出了三种局部搜索策略,并利用其中一种策略提高了算法的性能。最后,通过对比实验验证了匹配算法在减小装配性能波动方面的有效性。
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