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SVM algorithm oriented for implementation in a low-cost Xilinx FPGA

机译:面向在低成本Xilinx FPGA中实现的SVM算法

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The paper proposes an idea of hardware realization of a space vector modulation (SVM) and transistor commutation method in the direct matrix converter (MC). The presented technique is oriented to an implementation in a single, low-cost programmable logic device (namely, field programmable gate array, FPGA). The SVM method is based on the instantaneous space-vector representation of input currents and output voltages. The traditional computation algorithms usually involve digital signal processors (DSPs) which drive the large number of power transistors (18 transistors and 18 independent PWM outputs) and "non-standard positions of control pulses" during the switching sequence. Therefore, hardware implementations are becoming popular since computed operations may be executed much faster and more efficiently due to the concurrent nature of the digital devices. In the paper a hardware algorithm of the SVM computation is proposed. Contrary to the existing hardware methods, the presented solution neither requires specialized modeling tools (such as Matlab/Simulink, ISE EDK), nor advanced converters to achieve the hardware representation. It is assumed that the system is prepared in a pure hardware description language (namely, Verilog). Furthermore, the proposed technique permits concurrent execution of most operations. The presented algorithm has been verified experimentally with the low-cost Xilinx FPGAs (in particular, the devices from Artix-7 family). The results of the physical implementation are presented and discussed.
机译:本文提出了一种在直接矩阵变换器(MC)中实现空间矢量调制(SVM)和晶体管换向的硬件思想。所提出的技术面向单个低成本可编程逻辑器件(即现场可编程门阵列,FPGA)中的实现。 SVM方法基于输入电流和输出电压的瞬时空间矢量表示。传统的计算算法通常涉及数字信号处理器(DSP),该数字信号处理器在切换序列期间驱动大量的功率晶体管(18个晶体管和18个独立的PWM输出)和“控制脉冲的非标准位置”。因此,由于数字设备的并发性质,可以更快,更有效地执行计算操作,因此硬件实现变得越来越流行。本文提出了一种支持向量机计算的硬件算法。与现有的硬件方法相反,该解决方案既不需要专用的建模工具(例如Matlab / Simulink,ISE EDK),也不需要高级转换器来实现硬件表示。假定系统是用纯硬件描述语言(即Verilog)准备的。此外,提出的技术允许同时执行大多数操作。所提出的算法已通过低成本Xilinx FPGA(特别是Artix-7系列器件)进行了实验验证。提出并讨论了物理实施的结果。

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