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A robust performance enhancement of primary H-infinity controller based on auto-selection of adjustable fractional weights: Application on a permanent magnet synchronous motor

机译:基于可调分数重量的自动选择的主H-Infinity控制器的强大性能增强:在永磁同步电动机上的应用

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This paper proposes a new robustification strategy of a primary H-infinity controller based on a systematic selection of adequate fractional weights. Its robust performance (RP) margin is well enhanced with respect to unstructured multiplicative uncertainties presented in linear feedback systems. The proposed robustification strategy provides a robustified H-infinity controller when following proposed hierarchical control is well respected. First, the primary H infinity controller is synthesized from solving a weighted-mixed sensitivity H-infinity problem using initial integer weights. Thus, an initial RP margin is obtained. Second, an automatic selection of adjustable fractional weights is performed by the particle swarm optimization algorithm, in which some proposed tuning rules are accordingly well satisfied. Third, frequency response data of these weights are computed and then fitted by corresponding approximated integer weights using a frequency identification technique. Finally, these weights reformulate a new weighted-mixed sensitivity problem. The optimal solution to this problem updates the previous initial RP margin. These last three steps are repeated as the updated RP margin is diminished. Otherwise, the proposed hierarchical control is achieved by selecting the best adjustable fractional weights, providing, therefore, the best approximated integer weights and leading, therefore, to the robustified H-infinity controller. In order to confirm the effectiveness of our proposed hierarchical control, primary and robustified H-infinity controllers are applied on a permanent magnet synchronous motor where its actual behavior is modeled by an unstructured multiplicative uncertain model. The results obtained are compared in frequency domains using the singular value plots of their sensitivity functions. Otherwise, the same results are compared in time domains using the Powersim (R) software.
机译:本文提出了基于适当分数重量的系统选择的主要H-INFINITY控制器的新的稳定策略。它的强大性能(RP)裕度得到了线性反馈系统中呈现的非结构化乘法不确定性,得到了很好的增强。拟议的稳定策略在跟随提出的分层控制时提供了一个强大的H-Infinity控制器。首先,使用初始整数重量求解加权混合灵敏度H-Infinity问题,合成主H Infinity控制器。因此,获得初始RP边缘。其次,通过粒子群优化算法执行可调节分数权重的自动选择,其中一些提出的调谐规则很满意。第三,计算这些权重的频率响应数据,然后使用频率识别技术通过相应的近似整数重量装配。最后,这些重量重构了新的加权混合敏感性问题。此问题的最佳解决方案更新了先前的初始RP余量。随着更新的RP边距减少,重复了这些最后三个步骤。否则,通过选择最佳可调节的分数权重,提供最佳近似的整数权重和引导来实现所提出的分层控制,因此,以强大的H-Infinity控制器。为了确认我们所提出的分层控制的有效性,初级和强化的H-Infinity控制器应用于永磁同步电动机,其中实际行为是由非结构化乘法不确定模型建模的。使用灵敏度函数的奇异值图在频域中比较了所获得的结果。否则,使用PowerSim(R)软件在时间域中比较相同的结果。

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