新型工业化
新型工業化
신형공업화
New Industrialization Straregy
2014年
4期
23-27
,共5页
微波加热%系统辨识%Matlab%最小二乘法
微波加熱%繫統辨識%Matlab%最小二乘法
미파가열%계통변식%Matlab%최소이승법
Microwave heating%system identification%Matlab%Least squares estimate
微波加热技术广泛的应用于生物、化学等各个工业领域。本文首先阐述了基于最小二乘法的系统辨识方法理论;其次针对微波感应加热过程数据,利用Matlab系统辨识工具箱进行离线数据系统辨识,建立了微波感应加热系统的一阶滞后和二阶滞后系统模型,通过仿真对比,二阶滞后模型同原始数据的相关性优于一阶滞后系统,为微波加热过程温度控制方法的设计奠定了基础。
微波加熱技術廣汎的應用于生物、化學等各箇工業領域。本文首先闡述瞭基于最小二乘法的繫統辨識方法理論;其次針對微波感應加熱過程數據,利用Matlab繫統辨識工具箱進行離線數據繫統辨識,建立瞭微波感應加熱繫統的一階滯後和二階滯後繫統模型,通過倣真對比,二階滯後模型同原始數據的相關性優于一階滯後繫統,為微波加熱過程溫度控製方法的設計奠定瞭基礎。
미파가열기술엄범적응용우생물、화학등각개공업영역。본문수선천술료기우최소이승법적계통변식방법이론;기차침대미파감응가열과정수거,이용Matlab계통변식공구상진행리선수거계통변식,건립료미파감응가열계통적일계체후화이계체후계통모형,통과방진대비,이계체후모형동원시수거적상관성우우일계체후계통,위미파가열과정온도공제방법적설계전정료기출。
Microwave heating technology is widely used in many industrial applications,such as biopharmaceutical,organic synthesis and so on. Firstly,the article presents the theory of the system identification based on the least squares estimate method. Then,a set of data of the microwave heating process is engaged in the Matlab System Identification Tool to get the estimate model,two models are achieved that are the 1-order system model with delay and the 2-order system model with delay. The simulations show that the 2-order model is better than the 1-order model in terms of the correlation between the estimated model and the source data. This modelling method based on system identification will contribute in the microwave heating temperature control field.