Temperature Control of Water Bath by using Neuro- Fuzzy Controller
عنوان مقاله: Temperature Control of Water Bath by using Neuro- Fuzzy Controller
شناسه ملی مقاله: SASTECH05_238
منتشر شده در پنجمین کنفرانس بین المللی پیشرفت های علوم و تکنولوژی در سال 1390
شناسه ملی مقاله: SASTECH05_238
منتشر شده در پنجمین کنفرانس بین المللی پیشرفت های علوم و تکنولوژی در سال 1390
مشخصات نویسندگان مقاله:
Jafar Tavoosi - University of Tabriz
Majid Alaei
Behrouz Jahani
خلاصه مقاله:
Jafar Tavoosi - University of Tabriz
Majid Alaei
Behrouz Jahani
In this paper a neuro- fuzzy controller (NFC) for temperature control of a water bath system is proposed. A five layer neural network is used to adjust input and output parameters of membership function in a fuzzy logic controller. The hybrid learning algorithm is used for training this network. The simulation results shows that the proposed controller has good set point tracking and disturbance rejection properties. Also it is robust against changes in the system parameters. It is also superior to the conventional PID controller
کلمات کلیدی: Neuro- Fuzzy Controller, temperature control, hybrid learning
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/157530/