DocumentCode :
344764
Title :
Convergence adjustment of deflection yoke using soft computing techniques
Author :
Song, Won-Kyung ; Kim, Joo-Han ; Bang, Won-Chul ; Joo, Sungwon ; Bien, Zeungnam ; Park, Sangbong
Author_Institution :
Dept. of Electr. Eng., Korea Adv. Inst. of Sci. & Technol., Taejon, South Korea
Volume :
1
fYear :
1999
fDate :
22-25 Aug. 1999
Firstpage :
538
Abstract :
A high quality deflection yoke (DY) is an essential factor for a high quality monitor. Currently, the DY adjustment process is done manually by attaching ferrite sheets on the inside surface of the DY. In this paper, we deal with the convergence adjustment algorithms employed in the guidance system. An inference engine that is based on soft computing techniques is proposed to systematically deal with several resources including the expert´s knowledge in the convergence adjustment process of the DY. In our approach, the rough set theory is used to handle the input/output data collections of the DY adjustment, and the fuzzy logic and evolutionary programming are used to model the plant and to tune the model. With the given initial convergence, a rough set driven coarse search part finds a coarse area and then more precise positions are searched and decided in the fuzzy inference engine driven fine search part. Initial experimental results show that the proposed algorithm works well in the real convergence adjustment process of the DY.
Keywords :
cathode-ray tubes; computerised control; electronic equipment manufacture; evolutionary computation; fuzzy control; inference mechanisms; production engineering computing; rough set theory; convergence adjustment; deflection yoke; evolutionary programming; fuzzy inference engine; fuzzy logic; manufacturing process; rough set theory; soft computing; Convergence; Engines; Ferrites; Fuzzy logic; Genetic programming; Inference algorithms; Joining processes; Logic programming; Monitoring; Set theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International
Conference_Location :
Seoul, South Korea
ISSN :
1098-7584
Print_ISBN :
0-7803-5406-0
Type :
conf
DOI :
10.1109/FUZZY.1999.793298
Filename :
793298
Link To Document :
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