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Distortion suppression based on adaline for single-phase SPWM inverter

机译:基于Adaline进行单相SPWM逆变器的畸变抑制

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Power switching components' dead time, voltage drop and the change in load introduce the distortion in the output of SPWM inverter. This kind of outputs will trigger a series of serious problems, like lowering the stability of running equipment, increasing the loss, etc. In this paper, based on the causes of different kinds of distortion, aiming at the dead-zone effect, a algorithm to minimize dead time and to reduce the output zero-crossing distortion is given; aiming at the change of model parameters and load, based on adaptive linear neural network, a algorithm about distortion detection and compensation is proposed. Finally,using STM32F103ZE6 (Cortex-M3 32-bit ARM microprocessor), single-phase SPWM inverter results show that the distortion of output is only 0.9%, lower than about 85% before compensation.
机译:电源开关组件的死区时间,电压降和负载变化引入了SPWM逆变器的输出中的失真。 这种输出将触发一系列严重问题,如降低运行设备的稳定性,提高损失等。本文基于不同种类的失真的原因,瞄准死区效果,算法 为了最小化死区时间并减少输出零交叉失真; 针对模型参数和负载的变化,基于自适应线性神经网络,提出了一种关于失真检测和补偿的算法。 最后,使用STM32F103ZE6(Cortex-M3 32位臂微处理器),单相SPWM逆变器结果表明,输出的变形仅为0.9%,在补偿前低于约85%。

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