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Synthesis and Implementation of a Fixed Low Order Controller on an Electronic System

机译:电子系统上固定低阶控制器的综合与实现

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摘要

The development of microelectronic field and software allows researchers to implement some control law in miniaturized devices such as Field Programmable Gate Arrays (FPGA) and microcontroller. These control laws may be used in industrial applications. The key of this work is the design and the implementation of a fixed low order controller on a STM32 microcontroller in order to control an electronic system. The main objective of this controller is to ensure some time response performances as the settling time and the overshoot. The controller parameters are obtained by resolving a non convex optimization problem while considering the desired closed loop specifications. So, the use of a classical optimization method to resolve such kind of problems may lead to a local solution and then the obtained solution is not optimal. Therefore, it is suggested to apply a global optimization method in order to get an optimal control law that can ensure the specified time response performances. The proposed method in this work is the Generalized Geometric Programming (GGP) method. This method consists on transforming, by some mathematical transformations, a non convex optimization problem to a convex one. The implementation of a Proportional Integral (PI) controller, a Proportional Integral Derivate (PID) and a fixed low order controller, on a real electronic system, shows the efficiency of the latter one.
机译:微电子领域和软件的发展使研究人员能够在诸如现场可编程门阵列(FPGA)和微控制器之类的小型设备中实现某些控制律。这些控制法则可用于工业应用。这项工作的关键是在STM32微控制器上设计和实现固定的低阶控制器,以控制电子系统。该控制器的主要目的是确保一些时间响应性能,例如建立时间和过冲。通过解决非凸优化问题,同时考虑所需的闭环规格,可以获得控制器参数。因此,使用经典的优化方法来解决此类问题可能会导致局部解,因此获得的解不是最优的。因此,建议采用全局优化方法以获得能够确保指定时间响应性能的最佳控制律。这项工作中提出的方法是广义几何规划(GGP)方法。该方法包括通过一些数学变换将非凸优化问题转换为凸问题。在实际的电子系统上,比例积分(PI)控制器,比例积分微分(PID)和固定低阶控制器的实现显示了后者的效率。

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