Case-based reasoning and system identification for control engineering learning

被引:12
作者
Acevedo, Perfecto Reguera [1 ]
Martinez, Juan Jose Fuertes [1 ]
gonzalez, Manuel Dominguez [1 ]
Valencia, Roberto Garcia [1 ]
机构
[1] Univ Leon, Dept Automat & Control, E-24071 Leon, Spain
关键词
case-based reasoning (CBR); closed-loop identification; control education; distance education;
D O I
10.1109/TE.2007.909361
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
This paper presents a novel Web service encouraging active learning by students. The students are able to use physical systems in a remote way, obtaining explanatory feedback on whether their actions are correct or incorrect. This service is based on system identification (SI) techniques to gain a knowledge of the physical system involved and case-based reasoning (CBR) for exploiting this knowledge. Uniting CBR and SI, an emulation of the real physical system is achieved that permits resolution of the problems of real-time access and simultaneous multiuser access that currently exist in remote-learning laboratories.
引用
收藏
页码:271 / 281
页数:11
相关论文
共 33 条
[11]  
Gillet D., 1997, EUR CONTR C BRUSS BE
[12]  
GRESSE C, 2000, CASE BASED REASONING
[13]   Control systems engineering education [J].
Kheir, NA ;
Astrom, KJ ;
Auslander, D ;
Cheok, KC ;
Franklin, GF ;
Masten, M ;
Rabins, M .
AUTOMATICA, 1996, 32 (02) :147-166
[14]   An integrated undergraduate teaching laboratory approach to multivariable control [J].
Kocijan, J ;
OReilly, J ;
Leithead, WE .
IEEE TRANSACTIONS ON EDUCATION, 1997, 40 (04) :266-272
[15]   An integrated environment for modeling, simulation, digital signal processing, and control [J].
Kozick, RJ ;
Crane, CC .
IEEE TRANSACTIONS ON EDUCATION, 1996, 39 (02) :114-119
[16]   Identification in closed loop: a powerful design tool (better design models, simpler controllers) [J].
Landau, ID .
CONTROL ENGINEERING PRACTICE, 2001, 9 (01) :51-65
[17]  
Leake D.B., 1996, CASE BASED REASONING
[18]  
Ljung L., 1991, IEEE Control Systems Magazine, V11, P25, DOI 10.1109/37.103346
[19]  
Ljung L, 1999, SYSTEM IDENTIFICATIO
[20]  
LJUNG L, 1994, MODELLING DINAMYC SY