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基于相关系数辨识的PID自整定控制器 被引量:1

Development of PID Self-Tuning Controller Based on Correlation Coefficient Identification
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摘要 针对目前工业应用中PID参数整定方法较为复杂,整定过程通常为开环控制且对实际控制有影响的情况,文中研制了一种利用AVR单片机实现基于相关系数辨识法的PID自整定控制器,并详细给出了硬件和软件设计。该控制器采用嵌入式技术,能够对多种模拟量信号进行精确采样,可输出4~20 mA电流或周期和占空比均可调的PWM脉冲两种控制信号,以适应不同的应用场合。通过温控实验应用表明:该控制系统具有较快的系统响应和较好的自整定控制效果。 In current industrial applications,the method of tuning PID(proportional integral derivative)parameters is comparatively complicated,and the tuning process is often open-loop,which has a bad influence on the actual control.To solve these problems,this paper developed a PID self-tuning controller using AVR single-chip microcomputer based on correlation coefficient identification method,and showed the hardware and software designs.The controller was completed using embedded technology and can sample exactly a variety of analog signals while outputting two kinds of control signals,4 ~ 20 mA current or PWM pulse whose period and duty cycle can be adjusted,to adapt to different applications.The experiment of controlling the temperature show that the control system has a fast response and good effect of self-tuning control.
出处 《仪表技术与传感器》 CSCD 北大核心 2011年第4期83-86,96,共5页 Instrument Technique and Sensor
关键词 PID自整定 相关系数 最小二乘 AVR单片机 控制器 PID self-tuning correlation coefficient least square AVR single-chip microcomputer controller
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