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FPGA-BASED MOTION CONTROL IC FOR XYZ TABLE WITH ADAPTIVE FUZZY CONTROL

机译:带有模糊自适应控制的XYZ工作台的基于FPGA的运动控制IC

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In this paper, based on FPGA (Field Programmable Gate Array) technology, a motion control IC with adaptive fuzzy controller (AFC) for XYZ table is presented. In the controller design, to cope with the system uncertainty problem, an AFC by applying a fuzzy basis function and a rule adjustable algorithm is adopted to the position control of XYZ table for increasing the motion tracking performance. In implementation, SoPC (System on a Programmable Chip) environment which can embed a Nios II processor in FPGA is applied to design the XYZ table's motion control IC which the servo control algorithms in current loop, speed loop and position loop for three PMSMs (Permanent Magnet Synchronous Motors) are executed in FPGA by hardware and the motion trajectory scheme for XYZ table is realized by software using Nios II embedded processor. In addition, to diminish the hardware resource usage, an FSM (Finite State Machine) is presented to describe the behaviour of the AFC and VHDL (VHSIC Hardware Description Language) is used to design the FSM. At last, an experimental system with an XYZ table, one FPGA board and three inverters is constructed and some experiments of step response, circular and spiral motion tracking response are validated the performance of the proposed FPGA-based motion control IC.
机译:本文基于FPGA(现场可编程门阵列)技术,提出了一种用于XYZ表的带有自适应模糊控制器(AFC)的运动控制IC。在控制器设计中,为解决系统不确定性问题,在XYZ工作台的位置控制中采用了模糊基函数和规则可调算法的AFC,以提高运动跟踪性能。在实现中,应用了可在FPGA中嵌入Nios II处理器的SoPC(可编程芯片上的系统)环境,以设计XYZ工作台的运动控制IC,该电机的电流,速度和位置三个位置的伺服控制算法均由伺服控制算法实现(永久性)。永磁同步电机在FPGA中由硬件执行,并且XYZ工作台的运动轨迹方案是通过使用Nios II嵌入式处理器的软件来实现的。另外,为了减少硬件资源的使用,提出了一种FSM(有限状态机)来描述AFC的行为,并使用VHDL(VHSIC硬件描述语言)来设计FSM。最后,构建了一个带有XYZ工作台,一块FPGA板和三个反相器的实验系统,并进行了一些阶跃响应,圆周运动和螺旋运动跟踪响应的实验,验证了所提出的基于FPGA的运动控制IC的性能。

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