计算机系统应用
計算機繫統應用
계산궤계통응용
APPLICATIONS OF THE COMPUTER SYSTEMS
2014年
6期
191-195
,共5页
PID控制器%单神经元网络%自适应控制
PID控製器%單神經元網絡%自適應控製
PID공제기%단신경원망락%자괄응공제
the PID controller%single neuron network%adaptive control
对于现代工业控制中的一些具有时变的、大时滞、非线性的复杂系统,常规的 PID 算法难以整定 PID参数,因而难以达到预期的控制效果。本文在MCGS组态软件的实验平台上实现常规PID算法和单神经元自适应PID算法分别在线性和非线性的系统的控制。实验结果表明,在线性系统和非线性系统中单神经元自适应PID控制算法都具有更好的稳定性和动态性能。
對于現代工業控製中的一些具有時變的、大時滯、非線性的複雜繫統,常規的 PID 算法難以整定 PID參數,因而難以達到預期的控製效果。本文在MCGS組態軟件的實驗平檯上實現常規PID算法和單神經元自適應PID算法分彆在線性和非線性的繫統的控製。實驗結果錶明,在線性繫統和非線性繫統中單神經元自適應PID控製算法都具有更好的穩定性和動態性能。
대우현대공업공제중적일사구유시변적、대시체、비선성적복잡계통,상규적 PID 산법난이정정 PID삼수,인이난이체도예기적공제효과。본문재MCGS조태연건적실험평태상실현상규PID산법화단신경원자괄응PID산법분별재선성화비선성적계통적공제。실험결과표명,재선성계통화비선성계통중단신경원자괄응PID공제산법도구유경호적은정성화동태성능。
To some time-varying, large time delay, nonlinear complex systems in Modern industrial control system, it is difficult for the conventional PID algorithm to set the PID parameters. So that it is more difficult to achieve the desired results. The article realizes the conventional PID algorithm and single neuron adaptive PID algorithm in the linear and nonlinear system control respectively based on the experiment platform of the MCGS. The experimental results show that the single neuron adaptive PID control algorithm in linear system and nonlinear system has better stability and dynamic performance.