Title : 
Fuzzy learning tracking of the feed-supporting system for the square kilometre array
         
        
            Author : 
Su, Y.X. ; Zheng, C.H. ; Duan, B.Y.
         
        
            Author_Institution : 
Sch. of Electro-Mech. Eng., Xidian Univ., Xi´´an, China
         
        
        
        
        
        
            Abstract : 
Encounter to the characteristics of time-varying and large delay constant of cable-feed supporting system for the next generation large radio telescope-square kilometer array (SKA), a fuzzy model reference learning controller (FMRLC) is developed to realize the feed coarse tracking. The FMRLC consists of a direct fuzzy controller, a reference fuzzy inverse model and a fuzzy learning mechanism. This FMRLC adjusts the direct fuzzy controller so that the closed-loop system acts like a pre-specified reference model using the fuzzy learning mechanism. The simulation results have shown that the tracking precision is much favorable to hold in the tolerance of fine-tuning Stewart platform, which have built a solid base for the engineering implementation of the high precision tracking of the feed for the SKA.
         
        
            Keywords : 
closed loop systems; fuzzy control; physical instrumentation control; position control; radiotelescopes; cable feed-supporting system; closed-loop system; direct fuzzy controller; feed coarse tracking; fine-tuning Stewart platform; fuzzy learning mechanism; fuzzy learning tracking; fuzzy model reference learning controller; large radio telescope-square kilometer array; reference fuzzy inverse model; square kilometre array; tracking precision; Cables; Delay; Design engineering; Feeds; Fuzzy control; Fuzzy systems; Inverse problems; Learning systems; Robotics and automation; Trajectory;
         
        
        
        
            Conference_Titel : 
IECON 02 [Industrial Electronics Society, IEEE 2002 28th Annual Conference of the]
         
        
            Print_ISBN : 
0-7803-7474-6
         
        
        
            DOI : 
10.1109/IECON.2002.1185300