Real-time control of AHU based on a neural network assisted cascade control system

2004 IEEE Conference on Robotics, Automation and Mechatronics

Volumn , Issue , 2004, Pages 964-969

  Guo, Chengyi ^a   Song, Qing ^a   Cai, Wenjian ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

AHU; Cascade control; Neural network

Indexed keywords

AIR HANDLING UNITS (AHU); CASCADE CONTROL; PROPORTIONAL-INTEGRAL-DERIVATIVE (PID) CONTROLLERS; PROPORTIONAL-PLUS-INTEGRAL (PI); VARIABLE AIR VOLUME (VAV) SYSTEMS; HEATING, VENTILATING, AND AIR-CONDITIONING (HVAC); PORPORTIONAL-INTEGRAL (PI); PROPORTIONAL-INTEGRAL-DERIVATIVE (PID) TYPE CONTROLLERS;

AIR CONDITIONING; CASCADE CONTROL SYSTEMS; CONTROL EQUIPMENT; CONTROL SYSTEM ANALYSIS; HEATING; REAL TIME SYSTEMS; TEMPERATURE CONTROL; AGING OF MATERIALS; AIR; ALGORITHMS; ROBUSTNESS (CONTROL SYSTEMS);

NEURAL NETWORKS; CASCADE CONTROL SYSTEMS;

EID: 11244297116     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. J.E. Seem, "A New Pattern Recognition Adaptive Controller with Application to HVAC Systems," Automatica, 34(8), 969-982, 1998
2. G. Stephanopoulos, Chemical Process Control: An Introduction to The Theory and Practice. New Jersey: Prentice Hall, 1984.
3. P.W. Murrill, Application Concepts Process Control. RTF, North Carolina: I.S.A., 1988.
4. Claudio Maffezzoni, Nicola Schiavoni and Gianni Ferretti, "Robust Design of Cascade Control," IEEE Control Systems Magazine, JAN, pp.21-25, 1990
5. Q. Song, W.J. Hu and T.N. Zhao, "Robust Neural Network Controller for Variable Airflow Volume System," IEE Proc.-Control Theory Appl., Vol. 150, No. 2, March, 2003.
6. R. Ortega, L. Praly and I.D. Landau, "Robustness of discrete-time direct adaptive controllers," IEEE Trans. Automatic Control, Vol.30, No. 12, pp. 1179-1187, 1985
7. Q. Song, R. Katebi and M.J. Grimble, "Robust multivariable implicit adaptive control," IMA Journal of Mathematical Control & Information, Vol.10, pp. 49-70, 1993.
8. V.R. Cluett, L. Shah and G. Fisher, "Robustness Analysis of Discrete-Time Adaptive Control Systems Using Input-Output Stability Theory: a Tutorial', IEE Proceedings, Part-D, Vol. 135, No. 2, pp. 1179-1187, 1988, pp.133-141