TY - GEN
T1 - Performance evaluation of a self-tuning fuzzy controller
AU - Daugherity, Walter C.
AU - Rathakrishnan, Balaji
AU - Yen, John
PY - 1992
Y1 - 1992
N2 - Using a self-tuning technique based on fuzzy metarules, the authors implemented a self-tuning fuzzy controller for a gas-fired water heater. They describe the implementation and its simulation results. The problem was to replace a proportional-integral-derivative (PID) control algorithm with a fuzzy controller, using initial guesses as to the fuzzy membership functions and rules; to tune the fuzzy controller for optimum performance; and to compare the performance results to those from a PID controller. When tuned for a given set of operating conditions, the fuzzy controller matches or exceeds the PID controller performance.
AB - Using a self-tuning technique based on fuzzy metarules, the authors implemented a self-tuning fuzzy controller for a gas-fired water heater. They describe the implementation and its simulation results. The problem was to replace a proportional-integral-derivative (PID) control algorithm with a fuzzy controller, using initial guesses as to the fuzzy membership functions and rules; to tune the fuzzy controller for optimum performance; and to compare the performance results to those from a PID controller. When tuned for a given set of operating conditions, the fuzzy controller matches or exceeds the PID controller performance.
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M3 - Conference contribution
AN - SCOPUS:0026992145
SN - 0780302362
T3 - 92 IEEE Int Conf Fuzzy Syst FUZZ-IEEE
SP - 389
EP - 397
BT - 92 IEEE Int Conf Fuzzy Syst FUZZ-IEEE
PB - Publ by IEEE
T2 - 1992 IEEE International Conference on Fuzzy Systems - FUZZ-IEEE
Y2 - 8 March 1992 through 12 March 1992
ER -