%0 Journal Article %T Novel Artificial Immune Algorithm for PID Self-tuning
一种新型人工免疫算法的PID自整定研究 %A LIU Yu %A TIAN Lian-fang %A MAO Zong-yuan %A
刘屿 %A 田联房 %A 毛宗源 %J 计算机应用研究 %D 2007 %I %X A novel Artificial Immune Induction Algorithm(AIIA) was proposed,which was applied to the self-tuning of PID parameters.The basic theories of the artificial immune system and PID controller were given in brief,and the AIIA for the self-tuning of the PID parameters was then designed.This algorithm showes the advantage of fast convergence and can be utilized to quickly locate the optimal or sub-optimal parameters of PID controller.The comparisons were conducted among the proposed algorithm and other three conventional methods,including GA,Z-N and ISTE.Simulation results demonstrates the excellent performance and the practicability of the proposed algorithm. %K artificial immune system %K induction %K PID self-tuning %K adaptability
人工免疫系统 %K 诱导 %K PID整定 %K 自适应 %K 免疫算法 %K 整定计算 %K 研究 %K Artificial %K Immune %K Algorithm %K 仿真结果 %K 比较 %K 方法 %K 柯尔 %K 齐格勒 %K 实时性 %K 调节 %K 控制器 %K 参数组合 %K 次最优 %K 快速收敛性 %K 实验 %K 设计 %K 模型 %K 原理 %K 免疫系统 %U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=A9D9BE08CDC44144BE8B5685705D3AED&aid=EF4AD2E7BFCF0B3010B9E4DD3F5689F6&yid=A732AF04DDA03BB3&vid=B91E8C6D6FE990DB&iid=E158A972A605785F&sid=06EA2770E96C5402&eid=CD775AE9DDBD7B53&journal_id=1001-3695&journal_name=计算机应用研究&referenced_num=0&reference_num=9