A fuzzy PID controller of monitoring system for construction machinery based on ARM

Qinghui Zhou, A. Zhu, B. Chen
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Abstract

Control arithmetic is the key part of monitoring system because it is difficult to formulate exact mathematical model due to nonlinear and time-varying characteristic of construction machinery. In order to improve the running efficiency, a fuzzy PID controller is designed and realized in the monitoring system based on ARM. Besides, three encapsulation functions are designed to carry out data transfer between ARM and Matlab by UART series communication. And then, the fuzzy PID can be simulated and displayed by Matlab to evaluate the control effect. In the end, the experiment is made to validate the control arithmetic. The compared results show that the fuzzy PID controller is better than conventional PID used in monitoring system for construction machinery.
基于ARM的工程机械监控系统模糊PID控制器
由于工程机械的非线性和时变特性,难以建立精确的数学模型,控制算法是监控系统的关键部分。为了提高监控系统的运行效率,设计并实现了基于ARM的模糊PID控制器。设计了三个封装功能,通过UART系列通信实现ARM与Matlab之间的数据传输。然后,用Matlab对模糊PID进行仿真和显示,以评价控制效果。最后,通过实验对控制算法进行了验证。对比结果表明,模糊PID控制器在工程机械监控系统中的应用优于常规PID控制器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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