A life evaluation method of film capacitor using accelerated life testing

D. Dong, Wenjin Zhang, Zhengyang Chen, Kaiyuan Lu
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引用次数: 1

Abstract

With the rapid development of science and technology, and the continuous improvement of industrial manufacturing and reliability, the quantitative assessment of reliability and life is very important. As a kind of high-reliability and long-life product, film capacitor is widely used in communication, locomotive, and wind power generation, etc. Such a situation presents higher requirements for the life assessment method of film capacitors. Generally, we use the method of accelerated life testing for the evaluation of the product life of high-reliability and long-life. In order to assess the life of the film capacitor effectively and accurately, then further study the life situation of the system which film capacitor in, this paper is based on the cumulative failure model, through the analysis of the film capacitor failure conditions. What's more, this paper determines the lifetime distribution and acceleration model. Then optimizes accelerated life testing by using genetic algorithm and D-optimal. At last, Monte Carlo simulation is used to verify the testing optimum design.
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一种利用加速寿命试验评价薄膜电容器寿命的方法
随着科学技术的飞速发展,以及工业制造和可靠性的不断提高,可靠性和寿命的定量评估显得十分重要。薄膜电容器作为一种高可靠性、长寿命的产品,广泛应用于通信、机车、风力发电等领域。这种情况对薄膜电容器的寿命评估方法提出了更高的要求。对于高可靠性、长寿命的产品寿命评估,一般采用加速寿命试验的方法。为了有效、准确地评估膜电容器的寿命,从而进一步研究膜电容器所在系统的寿命状况,本文基于累积失效模型,通过对膜电容器失效情况的分析。并确定了寿命分布和加速度模型。然后利用遗传算法和d -最优算法对加速寿命试验进行优化。最后,通过蒙特卡罗仿真对试验优化设计进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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