DocumentCode
3510039
Title
Fuzzy logic controller for nuclear power plant
Author
Ramaswamy, Pramath ; Edwards, Robert M. ; Lee, Kwang Y.
Author_Institution
Pennsylvania State Univ., University Park, PA, USA
fYear
1993
fDate
1993
Firstpage
29
Lastpage
34
Abstract
The design and evaluation by simulation of an automatically-tuned fuzzy logic controller is presented. A method to automate the tuning process using a simplified Kalman filter approach is presented for the fuzzy logic controller to track a suitable reference trajectory. An optimal controller´s response is used as a reference trajectory to determine automatically the rules for the fuzzy logic controller. To demonstrate the robustness of this design approach, a nonlinear six delayed neutron group plant is controlled using a fuzzy logic controller that utilizes estimated reactor temperatures from a one delayed neutron group observer. The fuzzy logic controller displayed good stability and performance robustness characteristics for a wide range of operation.
Keywords
Kalman filters; fuzzy control; fuzzy logic; nuclear engineering computing; nuclear power stations; power system computer control; automatically-tuned fuzzy logic controller; estimated reactor temperatures; nonlinear six delayed neutron group plant; nuclear power plant; performance robustness characteristics; reference trajectory planning; simplified Kalman filter; stability; Automatic control; Delay estimation; Fuzzy logic; Neutrons; Optimal control; Power generation; Robust control; Robust stability; Temperature control; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks to Power Systems, 1993. ANNPS '93., Proceedings of the Second International Forum on Applications of
Conference_Location
Yokohama, Japan
Print_ISBN
0-7803-1217-1
Type
conf
DOI
10.1109/ANN.1993.264354
Filename
264354
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