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Fuzzy Controller Optimization in PLC
Piskoř, Dominik ; Jirgl, Miroslav (referee) ; Arm, Jakub (advisor)
This diploma thesis deals with the search for optimization methods suitable for fuzzy controller optimization. The next goal of this thesis is the manual design of the Mamdani fuzzy controller, off-line optimization of the designed fuzzy controller, and the testing of the optimized controller by controlling a real system. The real system is a model of the wind tunnel, which is consisted of a fan, a tube, and a small turbine placed on a shaft of a rotary encoder. This rotary encoder is used as a sensor. The last part of this thesis is a comparison of the achieved results with a linear controller, which is optimized according to the given criterion.
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Modelling and Assessment of Driver Behaviour Using Fuzzy Logic
Radvanský, Martin ; Mihálik, Ondrej (referee) ; Jirgl, Miroslav (advisor)
The work contains a research of mathematical modeling with a focus on the driver's behavior while driving. The following text contains the basic statistical processing of data obtained from the driving simulator for a total of 38 drivers. Subsequently, possible approaches to the use of fuzzy systems for modeling driver behavior are proposed. The main part of the work is focused on the verification of three hypotheses related to the use of fuzzy inference systems to model driver behavior.
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Modelling and Assessment of Driver Behaviour Using Fuzzy Logic
Radvanský, Martin ; Mihálik, Ondrej (referee) ; Jirgl, Miroslav (advisor)
The work contains a research of mathematical modeling with a focus on the driver's behavior while driving. The following text contains the basic statistical processing of data obtained from the driving simulator for a total of 38 drivers. Subsequently, possible approaches to the use of fuzzy systems for modeling driver behavior are proposed. The main part of the work is focused on the verification of three hypotheses related to the use of fuzzy inference systems to model driver behavior.
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Fuzzy Controller Optimization in PLC
Piskoř, Dominik ; Jirgl, Miroslav (referee) ; Arm, Jakub (advisor)
This diploma thesis deals with the search for optimization methods suitable for fuzzy controller optimization. The next goal of this thesis is the manual design of the Mamdani fuzzy controller, off-line optimization of the designed fuzzy controller, and the testing of the optimized controller by controlling a real system. The real system is a model of the wind tunnel, which is consisted of a fan, a tube, and a small turbine placed on a shaft of a rotary encoder. This rotary encoder is used as a sensor. The last part of this thesis is a comparison of the achieved results with a linear controller, which is optimized according to the given criterion.
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