Title :
Optimization of an on-chip fuzzy temperature controller
Author :
Knobloch, J. ; Presberger, T.
Author_Institution :
Fraunhofer-Inst. of Microelectron. Circuits & Syst., Dresden, Germany
Abstract :
A microsystem which controls the temperature on a sensor-chip and classifies gases, both by means of fuzzy logic, is presented. Based on a realized chip, the design and the optimization of the on-chip fuzzy temperature control are described. The results of the optimization, including genetic algorithms and evolutionary strategies, are provided. Beside the practical results the probability of reaching the final fitness in a single optimization run can be estimated
Keywords :
control system synthesis; fuzzy control; fuzzy logic; gas sensors; genetic algorithms; microcontrollers; pattern classification; temperature control; evolutionary strategies; fuzzy logic; gases; genetic algorithms; microsystem; on-chip fuzzy temperature controller; sensor-chip; Design optimization; Fuzzy control; Fuzzy logic; Gas detectors; Gases; Sensor arrays; Sensor phenomena and characterization; Signal design; Temperature control; Temperature sensors;
Conference_Titel :
Fuzzy Information Processing Society, 1996. NAFIPS., 1996 Biennial Conference of the North American
Conference_Location :
Berkeley, CA
Print_ISBN :
0-7803-3225-3
DOI :
10.1109/NAFIPS.1996.534764
