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Improved power quality in a single-phase PWM inverter voltage with bipolar notches through the hybrid genetic algorithms

机译:通过混合遗传算法改善具有双极陷波的单相PWM逆变器电压中的电能质量

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摘要

Inverters are such electronic devices that are extensively used to convert DC power to AC power in wide-range domestic and industrial applications. DC power is usually supplied from either national grid through the rectifiers or batteries for high and low energy demands, respectively. When they are employed to feed electrical devices the efficiency of these devices tends to decrease due to harmonic occurrence in them. One solution to this problem is the selective harmonic elimination which is required to solve multiple non-linear equations simultaneously. These equations are mainly function of the switching angles and are obtained from a type of inverter output voltage such as being unipolar, bipolar, etc. To eliminate one or more harmonics in these output voltages becomes a typical multivariate root-finding problem and its solution requires root-finding methods such as the Newton-Raphson method, the Broyden method etc. These methods can only produce a meaningful solution if initial values are properly guessed, but it is highly difficult task due to having no direct formula. In this paper, the hybrid genetic algorithm method based on the refinement of the genetic algorithms results through the Newton-Raphson method was used to simultaneously solve the non-linear equations. The results have shown a considerable effect on decrease in the total harmonic distortion, thereby increasing the efficiency of devices compared to conventional methods under the same conditions.
机译:逆变器是在广泛的家庭和工业应用中广泛用于将直流电转换为交流电的电子设备。直流电源通常分别通过整流器或电池从国家电网提供,分别用于高能量和低能量需求。当将它们用于给电气设备供电时,由于它们中出现谐波,这些设备的效率趋于降低。解决此问题的一种方法是选择性消除谐波,这是同时求解多个非线性方程式所必需的。这些方程式主要是开关角的函数,并且是从一种逆变器输出电压(例如单极性,双极性等)获得的。要消除这些输出电压中的一个或多个谐波,将成为一个典型的多元根查找问题,其解决方案需要求根方法,例如Newton-Raphson方法,Broyden方法等。这些方法仅在正确猜测初始值的情况下才能产生有意义的解,但由于没有直接公式,因此这是非常困难的任务。本文采用基于牛顿-拉夫森法对遗传算法结果进行细化的混合遗传算法,对非线性方程组进行同时求解。结果表明,在相同条件下,与传统方法相比,总谐波失真的降低效果显着,从而提高了器件的效率。

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