The Application of Neural-fuzzy to MIMO System

碩士 === 國立中興大學 === 機械工程學系 === 86 === In this thesis, a compound neural-fuzzy controller is proposed to control a multi-input/muliti-output(MIMO) vibrating system with a two-degree-of-freedom-spring-lumped mass. The objective of the contro...

Full description

Bibliographic Details
Main Authors: Chen, chu-hau, 陳述豪
Other Authors: Lin Shih-Tin
Format: Others
Language:zh-TW
Published: 1998
Online Access:http://ndltd.ncl.edu.tw/handle/37173459072214677012
Description
Summary:碩士 === 國立中興大學 === 機械工程學系 === 86 === In this thesis, a compound neural-fuzzy controller is proposed to control a multi-input/muliti-output(MIMO) vibrating system with a two-degree-of-freedom-spring-lumped mass. The objective of the controller is to eliminate coupling effect and irregular disturbance input so the desired position can be reached. The compound neural-fuzzy controller is composed of two single neural-fuzzy controller. The extra neural-fuzzy controller is designed to eliminate coupling effect of the system. Since the neural-fuzzy controller has the learning ability, the parameters of the neural-fuzzy controller can be tuned on-line to achieve the desired position. If the system has irregular disturbance input, it will vibrate seriously and has some upward and downward move. This thesis will use the compound neural-fuzzy controller to suppress the vibration, erase the move, and keep the system stable.