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Spread spectrum in random PWM DC-DC converters by PSOGA optimized randomness levels

机译:通过PSO&GA优化的随机性水平在随机PWM DC-DC转换器中扩展频谱

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This paper proposes an optimized spread spectrum Random PWM technique for the reduction of Electromagnetic Interference (EMI) in DC-DC converter to improve the Electromagnetic Compatibility (EMC) of the system. In particular, the Randomized Pulse Position Modulation (RPPM) is considered and a study of the random laws is developed. Different density probability distributions are analyzed and the randomness levels, that characterize each probability distribution, are optimized in order to reduce the Power Spectral Density (PSD) of the DC-DC converter output voltage. Two optimization techniques are used: the Particle Swarm Optimization (PSO) technique and the Genetic Algorithm (GA). Four probability density distributions are analyzed, Uniform, Normal, Beta and Generalized Extreme Value Distribution (GEV) distributions, and their effectiveness on spreading the PSD is analyzed. Finally, the effects on the reduction of the output EMI of the converter is shown.
机译:本文提出了一种优化的扩频随机PWM技术,用于减少DC-DC转换器中的电磁干扰(EMI),以提高系统的电磁兼容性(EMC)。特别地,考虑了随机脉冲位置调制(RPPM),并且对随机定律进行了研究。分析了不同的密度概率分布,并对表征每种概率分布的随机性水平进行了优化,以降低DC-DC转换器输出电压的功率谱密度(PSD)。使用了两种优化技术:粒子群优化(PSO)技术和遗传算法(GA)。分析了四种概率密度分布:均匀分布,正态分布,Beta分布和广义极值分布(GEV)分布,并分析了它们在扩展PSD方面的有效性。最后,显示了对降低转换器输出EMI的影响。

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