首页> 外文会议>2014 IEEE 6th India International Conference on Power Electronics >Voltage regulation enhancement in a Buck type DC-DC converter using queen bee evolution based Genetic Algorithm
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Voltage regulation enhancement in a Buck type DC-DC converter using queen bee evolution based Genetic Algorithm

机译:基于基于蜂后进化的遗传算法的Buck型DC-DC转换器中的电压调节增强

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Buck converters are employed in several applications such as laptops, switched mode power supply, electronic gadgets, battery charging and communication networks. In order to have good regulation of capacitor voltage, Buck converters are generally provided with a feedback control mechanism. Since the converter dynamics changes from ON time period to OFF time period of the power electronic switch, the traditionally designed feedback controller provides only near-satisfactory voltage regulation. Aiming to obtain a more robust controller, which can track the desired voltage profile over large domain of operating points, the controller design for the feedback control of Buck DC-DC converter is constructed as an optimization problem and then the solution is acquired through a recently developed optimization technique known as queen bee evolution based Genetic Algorithm. The theoretical notions and implementation of the proposed methodology towards the search of a robust feedback control parameters for Buck converters are discussed in this paper. Extensive simulation and experimental studies under the presence of eventualities like matched and mismatched uncertainties are compared with conventional Genetic Algorithm, which thereby confirms the validity of the new approach.
机译:降压转换器用于笔记本电脑,开关电源,电子产品,电池充电和通信网络等多种应用中。为了对电容器电压进行良好的调节,降压转换器通常设有反馈控制机构。由于转换器的动态特性从功率电子开关的导通时间段变为关断时间段,因此传统设计的反馈控制器仅提供接近令人满意的电压调节。为了获得一个更强大的控制器,该控制器可以在大范围的工作点上跟踪所需的电压曲线,将用于Buck DC-DC转换器反馈控制的控制器设计构造为一个优化问题,然后通过最近的解决方案来获得解决方案。开发了基于女王蜂进化的遗传算法的优化技术。本文讨论了针对Buck转换器的鲁棒反馈控制参数的搜索所提出的方法的理论概念和实现。与常规遗传算法相比,在存在不确定性如匹配和不匹配的不确定性的情况下进行了广泛的仿真和实验研究,从而证实了该新方法的有效性。

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