DocumentCode :
3160747
Title :
Advanced control schemes for temperature regulation of air heat plant
Author :
Thyagarajan, T. ; Shanmugam, J. ; Ponnavaikko, M. ; Rao, P.G.
Author_Institution :
Crescent Eng. Coll., India
Volume :
2
fYear :
1999
fDate :
22-25 Aug. 1999
Firstpage :
767
Abstract :
The exit-air temperature control of an air heat plant (AHP) is an important aspect in a drying process. The paper presents four control schemes designed using advanced techniques for regulating the temperature of the AHP. An experimental set-up of the AHP is fabricated. Using experimental results a reduced order mathematical model is developed. With this model four control schemes namely, PID, fuzzy logic control (FLC), fuzzy logic control using genetic algorithms (FLC-GA) and neuro fuzzy control (NFC) are developed and presented. All these schemes are evaluated with respect to set-point tracking using performance indices. The merits and limitations of each scheme have been brought out. Use of advanced techniques such as artificial neural networks (ANN) and GA in the conventional FLC offers encouraging advantages. The superiority of FLC over PID, FLC-GA over FLC and NFC over other schemes is highlighted.
Keywords :
control system synthesis; drying; fuzzy control; genetic algorithms; neurocontrollers; process control; temperature control; three-term control; PID; advanced control schemes; air heat plant; drying process; exit-air temperature control; fuzzy logic control; neuro fuzzy control; performance indices; reduced order mathematical model; set-point tracking; temperature regulation; Artificial neural networks; Chemical industry; Genetic algorithms; Heat engines; Input variables; Logic; Mathematical model; Temperature control; Three-term control; Thyristors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
Conference_Location :
Seoul, South Korea
ISSN :
1098-7584
Print_ISBN :
0-7803-5406-0
Type :
conf
DOI :
10.1109/FUZZY.1999.793045
Filename :
793045
Link To Document :
بازگشت