DocumentCode
3501945
Title
Hybrid MATLAB and LabVIEW to Implement Single Neuron PID in Foundation Fieldbus Remote Control System
Author
Ding, Yang ; Bin Sun ; Ye, Xiaofeng ; Xu, Jiadong
Author_Institution
Coll. of Metrol. & Meas. Eng., China Jiliang Univ., Hangzhou, China
Volume
2
fYear
2010
fDate
23-24 Oct. 2010
Firstpage
187
Lastpage
191
Abstract
To achieve intelligent control algorithm in Foundation Field bus process control system, a method which combines Lab VIEW and MATLAB to design a real time intelligent control system is presented in this paper. The single neuron PID control algorithm programmed in MATLAB can be stimulated by Lab VIEW SIT, the communication between Lab VIEW and field bus instruments can be established by OPC Server. The human machine interface is implemented based on the excellent interface building ability of Lab VIEW, and the HMI can be published to the internet to achieve remote control. Through the single neuron PID control of linear flow rate and nonlinear tank level, good real-time ability and effectiveness are verified. Experiment results show that the single neuron PID controller based on hybrid MATLAB and Lab VIEW has quick control response and small steady-state error. Further more, this method can cover the control algorithm shortage of Foundation Field bus.
Keywords
control engineering computing; field buses; man-machine systems; neurocontrollers; real-time systems; three-term control; LabVIEW SIT; OPC server; field bus instrument; foundation field bus process control system; foundation field bus remote control system; good real-time ability; human machine interface; hybrid MATLAB; interface building; linear flow rate; neuron PID control; nonlinear tank level; real time intelligent control system; single neuron PID; Foundation Fieldbus; MATLAB; Single Neuron PID;
fLanguage
English
Publisher
ieee
Conference_Titel
Web Information Systems and Mining (WISM), 2010 International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-8438-6
Type
conf
DOI
10.1109/WISM.2010.78
Filename
5662435
Link To Document