摘要
为有效分析分子蒸馏系统中的蒸发环节,提出了一种带有延迟环节的多变量系统参数辨识方法。采用将多变量系统辨识转化为多个单变量系统辨识的思想,对辨识问题进行简化,并给出了该思想的依据。依据阶跃激励信号下被辨识过程的响应数据建立关系式组,并应用辛普森(Simpson)积分公式得到了关系式组中未知系数,通过对该关系式组的求解最终获得蒸发系统的传递函数矩阵。仿真及实际过程中的应用表明,采用的辨识方法具有较强的可实践性及良好的辨识效果。
A new identification method for multivariable plus time delay mode is proposed to effectively analyze the evap-oration loop in molecular distillation system. An idea of transforming MIMO identification into SISO identification is used to simplify the identification, and the basis of the idea is proven. An equation set is constructed by the response data of the process with step input, and the unknown coefficient of the equation set is obtained by using the Simpson numerical integration formula. The transfer function matrix is obtained by solving equation set mentioned above. The feasibility and estimate precision of the proposed algorithm have been demonstrated through a number of simulation examples and experiments.
出处
《计算机工程与应用》
CSCD
北大核心
2016年第12期221-226,共6页
Computer Engineering and Applications
基金
吉林省科学技术厅(No.20130206030GX
No.20100366)
关键词
多变量系统
分子蒸馏
Simpson积分
系统辨识
阶跃响应
参数估计
multivariable system
molecular distillation
Simpson integral
system identification
step response
parameter estimation
