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
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