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FPGA-Based Speed Control IC for PMSM Drive With Adaptive Fuzzy Control

机译:具有自适应模糊控制的基于FPGA的PMSM驱动器速度控制IC

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The new generation of field programmable gate array (FPGA) technologies enables an embedded processor intellectual property (IP) and an application IP to be integrated into a system-on-a-programmable-chip (SoPC) developing environment. Therefore, this study presents a speed control integrated circuit (IC) for permanent magnet synchronous motor (PMSM) drive under this SoPC environment. First, the mathematic model of PMSM is defined and the vector control used in the current loop of PMSM drive is explained. Then, an adaptive fuzzy controller adopted to cope with the dynamic uncertainty and external load effect in the speed loop of PMSM drive is proposed. After that, an FPGA-based speed control IC is designed to realize the controllers. The proposed speed control IC has two IPs, a Nios II embedded processor IP and an application IP. The Nios II processor is used to develop the adaptive fuzzy controller in software due to the complicated control algorithm and low sampling frequency control (speed control: 2 kHz). The designed application IP is utilized to implement the current vector controller in hardware owing to the requirement for high sampling frequency control (current loop: 16 kHz, pulsewidth modulation circuit: 4-8 MHz) but simple computation. Finally, an experimental system is set up and some experimental results are demonstrated.
机译:新一代的现场可编程门阵列(FPGA)技术可以将嵌入式处理器知识产权(IP)和应用IP集成到可编程芯片系统(SoPC)开发环境中。因此,本研究提出了在这种SoPC环境下用于永磁同步电动机(PMSM)的速度控制集成电路(IC)。首先,定义了永磁同步电动机的数学模型,并解释了永磁同步电动机驱动电流回路中使用的矢量控制。然后,提出了一种自适应模糊控制器来应对永磁同步电机驱动速度环中的动态不确定性和外部负载效应。之后,设计了基于FPGA的速度控制IC以实现控制器。拟议的速度控制IC具有两个IP,一个Nios II嵌入式处理器IP和一个应用IP。由于复杂的控制算法和低采样频率控制(速度控制:2 kHz),Nios II处理器用于在软件中开发自适应模糊控制器。由于需要高采样频率控制(电流环路:16 kHz,脉宽调制电路:4-8 MHz),但计算简单,因此设计的应用IP可用于在硬件中实现电流矢量控制器。最后,建立了一个实验系统并论证了一些实验结果。

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