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Control and Identification Toolbox (CIT): An Android application for teaching automatic control and system identification

机译:控制和识别工具箱(CIT):一个用于教授自动控制和系统识别的Android应用程序

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This article presents a free Android application, named as Control and Identification Toolbox (CIT), for teaching and learning the system response, automatic control, and the parameter identification of dynamic systems. The CIT app performs real-time experiments and permits tuning a traditional proportional-integral-derivative controller, whose performance under constant or noise disturbances, introduced by the app, can be analyzed. Moreover, this app allows estimating the parameters of first- and second-order linear systems by means of the recursive least squares method. The parameter estimates as well as the control system signals produced under common test input signals are displayed by the app. It runs in any Android device supporting a universal serial bus, which is connected with Arduino Uno or Mega boards that carry out data acquisition. Experimental results obtained using first- and second-order low-pass filters confirm the effectiveness of the proposed application. Moreover, undergraduate students evaluated the CIT app, and their responses are also presented.
机译:本文介绍了一个免费的Android应用程序,称为控制和识别工具箱(CIT),用于教授和学习系统响应,自动控制以及动态系统的参数识别。 CIT应用程序执行实时实验,并允许调整传统的比例积分微分控制器,可以分析该应用程序引入的在恒定或噪声干扰下的性能。此外,此应用程序允许通过递归最小二乘法估算一阶和二阶线性系统的参数。该应用程序可以显示参数估计值以及在普通测试输入信号下产生的控制系统信号。它可以在支持通用串行总线的任何Android设备上运行,该设备与进行数据采集的Arduino Uno或Mega板连接。使用一阶和二阶低通滤波器获得的实验结果证实了所提出应用的有效性。此外,本科生对CIT应用程序进行了评估,并给出了他们的回答。

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