首页|参数在线调整的模糊自适应PID控制研究

参数在线调整的模糊自适应PID控制研究

扫码查看
PID是工程中最为广泛应用的控制器技术,因其需要在实际使用中多次凑试来确定参数,这个过程非常耗时.而且凑试出来的参数往往固定,虽然能够使被控系统最终达到控制要求,但收敛过程较慢.模糊PID的提出部分地解决了这些问题,通过偏差量来选择模糊规则表里的不同数值,达到了动态地调整PID参数的效果,使被控系统能够快速收敛.然而,模糊PID依然存在改进的空间,通过对模糊PID的输入论域和输出论域分别引入指数型函数作为伸缩因子的方法,使模糊PID的参数达到了在线调整的效果,实现了模糊自适应PID.通过仿真应用的比较结果,证实了提出的参数在线调整的模糊自适应PID控制方法,相较于普通的模糊PID具有更优的动态特性.
Research on Fuzzy Adaptive PID Control with Online Parameter Adjustment
PID is the most widely used controller technology in engineering,as it requires multiple rounds of trial and adjustment in actual use to determine parameters,which is a very time-consuming process.Moreover,the parameters ob-tained through trial and adjustment are fixed,although they can ultimately achieve the control requirements of the controlled system,the convergence process is slow.The proposal of fuzzy PID partially solves these problems by selecting different values in the fuzzy rule table according to the deviation,achieving the effect of dynamically adjusting PID parameters and enabling the controlled system to quickly converge.However,there is still space for improvement of fuzzy PID.This paper introduces exponential type function as scaling factor into the input universe and output universe of fuzzy PID,so that the parameters of fuzzy PID can be adjusted online and fuzzy adaptive PID can be realized.

PIDfuzzy PIDadaptive PIDintelligent controlonline parameter adjustmentvariable universe fuzzy control

于琪、张静

展开 >

西门子(中国)有限公司苏州分公司,江苏 苏州 215127

PID 模糊PID 自适应PID 智能控制 参数在线调整 变论域模糊控制

2024

工业控制计算机
中国计算机学会工业控制计算机专业委员会 江苏省计算技术研究所有限责任公司

工业控制计算机

影响因子:0.258
ISSN:1001-182X
年,卷(期):2024.37(3)
  • 10