Study concerning the optimization of the fuzzy controllers used for the resonant inverters command

M. Tomse, M. Gordan
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引用次数: 0

Abstract

The difficulty that characterizes the resonant inverters analysis, modelling and command design is given by the nonlinearities of the system containing the inverter and the load. To obtain the needed dynamical performances supposes a good knowledge of the system and is based firstly on the inverter small signal model. This model can be obtained by imposing some simplifications and because of this reason it has a limited validity and strongly depends on the static operating point around which the linearization is made. This paper presents another solution for the resonant inverters command based on fuzzy command logic, which does not need a precise mathematical model and complicated calculations. This solution imposes only a qualitative understanding of system operation and the ability to extract a set of rules that characterize the system functioning. This paper contains a study of the influence it has the choice of membership functions and fuzzy command rules on the resonant inverter dynamic performances. For the developed simulations was used MATLAB software environment and it was followed fuzzy controllers behavior various perturbations. The obtained results allow the formulation of useful design rules for the fuzzy controllers.
谐振逆变器指令模糊控制器的优化研究
由逆变器和负载组成的系统的非线性特性,给出了谐振逆变器分析、建模和指令设计的难点。要获得所需的动态性能,首先需要对系统有很好的了解,并以逆变器小信号模型为基础。该模型可以通过一些简化来获得,由于这个原因,它的有效性有限,并且强烈依赖于对其进行线性化的静态工作点。本文提出了另一种基于模糊指令逻辑的谐振逆变器指令解决方案,该方案不需要精确的数学模型和复杂的计算。这个解决方案只要求对系统操作进行定性的理解,以及提取一组描述系统功能的规则的能力。本文研究了隶属函数的选择和模糊指令规则对谐振逆变器动态性能的影响。在MATLAB软件环境下进行仿真,跟踪模糊控制器的各种摄动行为。所得结果为模糊控制器的设计提供了理论依据。
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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