M.Sc. Tezi Görüntüleme

Student: Ezgi GÜNEY
Supervisor: Prof. Dr. Sefa AKPINAR
Department: Elektrik-Elektronik Müh.
Institution: Graduate School of Natural and Applied Sciences
University: Karadeniz Technical University Turkey
Title of the Thesis: Artificial Neural Network Control for Permanent-Magnet Tubular Linear Direct Current Motor
Level: M.Sc.
Acceptance Date: 27/3/2015
Number of Pages: 78
Registration Number: i2890

      In this thesis study, provide the Permanent-Magnet Tubular Linear Direct Current Motor’s (PMTLDCM) speed control is aimed with an Artificial Neural Network Control. An electronic control system was created for the PMTLDCM’s control. Created this electronic control system was governed by real-time working MATLAB software, through universal serial bus (USB). Control, which was developed as an alternative to conventional methods, was created with artificial neural networks that do not require complex control algorithms them. The developed ANN controller structure was tested primarily on computer, assuming that the training results in improved learning ability of the network was applied to the system. It seemed helping to be successful in the algorithms and circuit setting that is used in both rotor and frequency. This control sistem’s circuit diagrams, control algorithms, and graphs is presented in the thesis.

Key Words: Linear DC Motor, Artificial Neural Network, Permanent Magnet, Realtime Learning