PERFORMANCE EVALUATION OF A SELF-TUNING FUZZY CONTROLLER Conference Paper

abstract

• 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

name of conference

• [1992 Proceedings] IEEE International Conference on Fuzzy Systems

authors

• Daugherity, Walter

published proceedings

• IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS

author list (cited authors)

• DAUGHERITY, W. C., RATHAKRISHNAN, B., & YEN, J.

publication date

• January 1992

keywords

• Intelligent Process Control
• Pid Control
• Self-tuning Fuzzy Controllers

International Standard Book Number (ISBN) 10

• 0-7803-0236-2

start page

• 389

end page

• 397