Design and Optimization of Two- stage AC/DC Power Supply Based on Increasing Reliability for Aircraft Power Supply

Seyed Mehdi Nouri, Mehdi Alami Rostami, G. Kahe
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Abstract

in order to minimize the objective function. The objective function variables are efficiency and reliability. Markov model is used to evaluate reliability, in which short circuit and open circuit faults are considered for circuit elements. Also, the failure rate of circuit elements using the equations of the military standard (MIL- HDBK-217), has been calculated. For optimization, The value of inductances and capacitors, the switching frequency of each stage, the transformer turn ratio and the DC link voltage are determined as the input of the objective function, and then sensitivity analysis is performed to eliminate any parameters that are not sensitive to the objective function.Then NSGA-II algorithm parameters including iteration count, population, mutation and crossover probabilities are defined to calculate circuit parameters and reliability evaluation is done in form of mean time to failure (MTTF) considering efficiency parameter. The results indicate that the converter has improved reliability while maintaining high efficiency.
基于提高飞机电源可靠性的两级交/直流电源设计与优化
以使目标函数最小化。目标函数变量为效率和可靠性。采用马尔可夫模型进行可靠性评估,其中考虑了电路元件的短路和开路故障。并根据军用标准(MIL- HDBK-217)的公式计算了电路元件的故障率。为了优化,确定电感和电容的值、每级开关频率、变压器匝比和直流链路电压作为目标函数的输入,然后进行灵敏度分析,剔除对目标函数不敏感的参数。然后定义迭代次数、种群概率、突变概率和交叉概率等NSGA-II算法参数来计算电路参数,并考虑效率参数,以平均失效时间(MTTF)的形式进行可靠性评估。结果表明,该变换器在保持高效率的同时,提高了可靠性。
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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