DocumentCode :
2052901
Title :
PID neural network control of SUT building energy management system
Author :
Fardadi, M. ; Ghafari, A. Selk ; Hannani, S.K.
Author_Institution :
Sch. of Mech. Eng., Sharif Univ. of Technol., Tehran
fYear :
2005
fDate :
24-28 July 2005
Firstpage :
682
Lastpage :
686
Abstract :
PID neural network controller design for Sharif University of Technology (SUT) building energy management system (BEMS) is addressed in this paper. The most important characteristics of process systems are time delay with model uncertainties. Artificial neural networks can perform adaptive controller properties through learning processes. PID neural network has the advantage of both conventional PID controllers and the neural structure. Simulation results using modified Hooke-Jeeves optimization method show that this controller has short convergence time and quick learning speed and the performance of the closed loop system is very good
Keywords :
HVAC; adaptive control; building management systems; closed loop systems; control system synthesis; convergence; delays; energy management systems; learning (artificial intelligence); neurocontrollers; optimisation; temperature control; three-term control; uncertain systems; PID neural network control; SUT building energy management system; Sharif University of Technology; adaptive controller; artificial neural networks; closed loop system; controller design; convergence; heat ventilation and air conditioning system design; learning processes; model uncertainties; modified Hooke-Jeeves optimization method; process systems; temperature control system design; time delay; Adaptive systems; Artificial neural networks; Buildings; Control systems; Delay effects; Energy management; Neural networks; Programmable control; Three-term control; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Intelligent Mechatronics. Proceedings, 2005 IEEE/ASME International Conference on
Conference_Location :
Monterey, CA
Print_ISBN :
0-7803-9047-4
Type :
conf
DOI :
10.1109/AIM.2005.1511061
Filename :
1511061
Link To Document :
بازگشت