摘要：Support Vector Machines (SVMs) have been widely used in pattern recognition and have also drawn considerable interest in control areas. Based on a method of least squares SVM (LS-SVM) for multivariate function estimation, a generalized inverse system is developed for the linearization and decoupling control of a general nonlinear continuous system. The approach of inverse modelling via LS-SVM and parameters optimization using the Bayesian evidence framework is discussed in detail. In this paper, complex high-order nonlinear system is decoupled into a number of pseudo-linear Single Input Single Output (SISO) subsystems with linear dynamic components. The poles of pseudo-linear subsystems can be configured to desired positions. The proposed method provides an effective alternative to the controller design of plants whose accurate mathematical model is un- known or state variables are difficult or impossible to measure. Simulation results showed the efficacy of the method.

摘要：讨论了基于冗余度分析的海上风电场内部电能收集系统和传输系统可靠性提高方法。定义了风电场低压/中压网络与高压传输系统的冗余度。在同时考虑可靠性和经济性的前提下,提出了系统进行风电场冗余设计的方法。采用大型海上风电场设计实例对所提方法进行了验证,得到了最优冗余设计结果。该方法对于提高具有复杂拓扑的大型海上风电场电能收集和传输系统的可靠性具有一定应用优势。

摘要：对开关磁阻发电机的工作原理进行了介绍,基于线性模型下对开关磁阻发电机的输出功率进行了分析计算,根据推导出来的公式使用MATLAB建立了开关磁阻发电机的数学模型,针对影响开关磁阻发电机输出功率的设计参数和控制变量如开通角、关断角、母线电压、转速等逐一进行了仿真计算,提出了实现开关磁阻发电机最大输出功率的控制原则,并进行了部分实验验证。

摘要：为了降低模块化多电平变换器MMC(modular multilevel converter)的接线复杂度和通信失效故障概率,ABB提出了采用压接式IGBT串联的级联两电平CTL(cascaded two-level)变换器。由于桥臂子模块数由数百降为几十,CTL变换器输出电压电平数较少,需要在交流侧安装滤波器。为此,提出了基于三电平TL(three-level)子模块的倍电平复合式MMC变换器VLD-HMMC(voltage-level-doubler hybrid MMC)。每个桥臂有TL、半桥HB(halfbridge)子模块混合组成,且交流侧串联有一个全桥FB(full-bridge)子模块,输出电压电平数提高了1倍,从而省去了交流滤波器。各子模块具有脉冲自主触发功能且其功率开关由压接式器件串联组成,降低了桥臂子模块数,简化了控制器与主电路之间的接线复杂度,降低了通信故障的概率。单个功率开关短路故障不会影响系统正常运行,并且可避免了子模块电容的过度放电,保护电容器和功率开关,提高变换器的可靠性及故障穿越能力。所提拓扑结构实现了直流故障穿越运行,为HVDC换流站的设计提供了技术参考。