Teaching System Identification by Remote Access to a Networked Control System Laboratory

Guan, Tangming1; Liu, Guo-Ping2; Hu, Wenshan1

2023

INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION   影响因子和分区

0949-149X

Remote experiment courses can expand the boundaries of the classroom, allowing students to conduct experiments anytime and anywhere. This paper takes the system identification experimentation as an example to introduce how to use the remote laboratory to carry out online experiments for system identification. The physical equipment is deployed into the Networked Control System Laboratory (NCSLab) and is used to conduct remote experiments, and the corresponding input/output signal data are collected for parameter identification. The experiment course discussed in this paper combines system identification models, classical identification methods, least squares method, offline identification, online identification, and other theories to provide a thorough experimental design and experimental processes. To validate the effectiveness, the proposed method has been applied to an undergraduate system identification course at Wuhan University. The results show that the remote experiment course has positive application effects and is of great significance to the reform of the existing experimental teaching system.

system identification remote experimentation least squares method engineering education in control experimental design

SCI ; EI

英语

其他

National Natural Science Foundation of China[62173255]

Education & Educational Research ; Engineering

Education, Scientific Disciplines ; Engineering, Multidisciplinary

WOS:000960417900017

TEMPUS PUBLICATIONS

20234314976662

Curricula ; Engineering education ; Identification (control systems) ; Least squares approximations ; Networked control systems ; Religious buildings ; Statistics ; Students ; Teaching

Public Buildings:402.2 ; Control Systems:731.1 ; Control System Applications:731.2 ; Education:901.2 ; Engineering Research:901.3 ; Numerical Methods:921.6 ; Mathematical Statistics:922.2

Web of Science

1.Wuhan Univ, Dept Artificial Intelligence, Wuhan 430072, Peoples R China
2.Southern Univ Sci & Technol, Ctr Control Sci & Technol, Shenzhen 518055, Peoples R China

Guan, Tangming,Liu, Guo-Ping,Hu, Wenshan. Teaching System Identification by Remote Access to a Networked Control System Laboratory[J]. INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION,2023,39(2):453-463.

Guan, Tangming,Liu, Guo-Ping,&Hu, Wenshan.(2023).Teaching System Identification by Remote Access to a Networked Control System Laboratory.INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION,39(2),453-463.

Guan, Tangming,et al."Teaching System Identification by Remote Access to a Networked Control System Laboratory".INTERNATIONAL JOURNAL OF ENGINEERING EDUCATION 39.2(2023):453-463.