Controlling turbine-generator system using neuro-fuzzy controller
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Abstract (EN)
ABSTRACTMs.D.ThesisCONTROLLING TURBINE-GENERATOR SYSTEM USING NEURO-FUZZYCONTROLLERSümeyra Kavrukİnönü UniversityGraduate School of Natural and Applied SciencesDepartment of Electrical Electronical54 + ix pages2005Supervisor: Assist. Prof. Dr. Ö. Faruk ÖzgüvenIn this thesis study, hydro-turbine speed control was achieved for hydroelectric powerplant by using neuro-fuzzy control method.Fuzzy logic and neural network that are base of neuro-fuzzy control method wereexamined. Then Fuzzy logic control and neural network control were examined. ANFISmethod was chosen as neuro-fuzzy control method. ANFIS structure and ANFIS learningprocedure were examined.Hydrolic system paremeters were examined and neuro-fuzzy control method wasapplied for hydro-turbine speed control.KEYWORDS : Neural network, fuzzy, ANFIS, turbine, hydroelectric, generator
Author
Sümeyra Kavruk
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Sümeyra Kavruk (Master Thesis). Controlling turbine-generator system using neuro-fuzzy controller, 2005, İnönü University.
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