This paper introduces a recursive identification methods toolbox(called RIM) running under Matlab environment for dynamic system identification from available data. The RIM includes many methods which are generally us...This paper introduces a recursive identification methods toolbox(called RIM) running under Matlab environment for dynamic system identification from available data. The RIM includes many methods which are generally used. The RIM helps users to validate the theoretical results and to carry out comparison between identifications methods without the need of algorithms programming. Furthermore, the RIM can be used as an education platform to study the identification parameters effect on model validity and results accuracy. To show its performance and capability, the RIM is evaluated through many application examples.展开更多
The paper contains a discussion of earlier work on Total Model Errors and Model Validation.It is maintained that the recent change of paradigm to kernel based system identification has also affected the basis for(and ...The paper contains a discussion of earlier work on Total Model Errors and Model Validation.It is maintained that the recent change of paradigm to kernel based system identification has also affected the basis for(and interest in)giving bounds for the total model error.展开更多
文摘This paper introduces a recursive identification methods toolbox(called RIM) running under Matlab environment for dynamic system identification from available data. The RIM includes many methods which are generally used. The RIM helps users to validate the theoretical results and to carry out comparison between identifications methods without the need of algorithms programming. Furthermore, the RIM can be used as an education platform to study the identification parameters effect on model validity and results accuracy. To show its performance and capability, the RIM is evaluated through many application examples.
基金VINNOVA’s industrial center LINK-SICthe Swedish Research Council VR,contract 2019-04956。
文摘The paper contains a discussion of earlier work on Total Model Errors and Model Validation.It is maintained that the recent change of paradigm to kernel based system identification has also affected the basis for(and interest in)giving bounds for the total model error.
