Title :
Application of ANN PID Controller in District Heating System
Author :
Yang, Jianhua ; Lu, Wei ; Liu, Wenqi ; Teng, Linlin
Author_Institution :
Dept. of Electron. & Inf. Sch., Dalian Univ. of Technol.
Abstract :
For the control of the district heating system with nonlinear, coupling and time-delay characteristics, a strategy of PID neural networks control to realize even distribution heating in district heating system is presented in this paper. And a nonlinear prediction model is introduced to improve the control effect. We apply it to laboratory-scale system and the experimental results provide an excellent control effect
Keywords :
delays; district heating; neurocontrollers; nonlinear control systems; three-term control; ANN PID controller; PID neural networks control; control effect; distribution heating; district heating system; laboratory-scale system; nonlinear prediction model; Artificial neural networks; Control systems; Couplings; Heating; Laboratories; Neural networks; Nonlinear control systems; Predictive models; Temperature control; Three-term control; District Heating System; Even Distribution Heating; Neural Networks; PID;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1714383
