TY - GEN
T1 - SVM Based Adaptive Output Following Control for a Networked Cooling Process
AU - Zhang, Xiangming
AU - Wen, Shengjun
AU - Wang, Dongyun
AU - Chen, Xinkai
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/9/2
Y1 - 2015/9/2
N2 - In this paper, an adaptive output following control based on support vector machine (SVM) is proposed for a networked cooling process. Firstly, an approximated linear model of the cooling process is built through some thermal laws, where some parameters of the system are varied during operation. The parameters are identified by using SVM method. Based on the identified parameters, an adaptive output following controller with command generator tracker (CGT) is designed. By using the presented method, system stability and tracking performance can be ensured. Furthermore, experimental results are given to show the effectiveness of the proposed scheme.
AB - In this paper, an adaptive output following control based on support vector machine (SVM) is proposed for a networked cooling process. Firstly, an approximated linear model of the cooling process is built through some thermal laws, where some parameters of the system are varied during operation. The parameters are identified by using SVM method. Based on the identified parameters, an adaptive output following controller with command generator tracker (CGT) is designed. By using the presented method, system stability and tracking performance can be ensured. Furthermore, experimental results are given to show the effectiveness of the proposed scheme.
UR - http://www.scopus.com/inward/record.url?scp=84955258145&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84955258145&partnerID=8YFLogxK
U2 - 10.1109/ICMA.2015.7237722
DO - 10.1109/ICMA.2015.7237722
M3 - Conference contribution
AN - SCOPUS:84955258145
T3 - 2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015
SP - 1589
EP - 1594
BT - 2015 IEEE International Conference on Mechatronics and Automation, ICMA 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th IEEE International Conference on Mechatronics and Automation, ICMA 2015
Y2 - 2 August 2015 through 5 August 2015
ER -