Browse > Article

The Study on Ultra-Precision Cutting Characteristics Evaluation of Non-Ferrous Metals Using Attractor Quadrant Method  

고준빈 (한밭대학교 기계설계공학과)
김건희 (한국기초과학자원연구원)
윤인식 (경기공업대학 메카트로닉스과)
Publication Information
Abstract
This study proposes the construction of attractor quadrant method for high-precision cutting characteristics evaluation of non-ferrous metals. Also this paper aims to find the optimal cutting conditions of diamond turning machine by measuring surface form and roughness to perform the cutting experiment of non-ferrous metals, which are aluminum, with diamond tool. As well, according to change cutting conditions such as feed rate, using diamond turning machine to Perform cutting Processing, by measuring cutting force and surface roughness and according to cutting conditions the aluminum about cutting properties. Trajectory changes in the attractor indicated a substantial difference in fractal characteristics and attractor quadrant characteristics. In quantitative quadrant feature extraction, 1,309 point in the case of A17075 (one quadrant) and 1,406 point (one quadrant) in the case of brass were proposed on the basis of attractor reconstruction. Proposed attractor quadrant method can be used for high-precision cutting characteristics evaluation of non-ferrous metals.
Keywords
Attractor quadrant; Embedding dimension; Fractal dimension; Diamond turning machine; Non-ferrous metal; Time series data;
Citations & Related Records
Times Cited By KSCI : 4  (Citation Analysis)
연도 인용수 순위
1 Ko, J.B., Kim, G.H., 'Cutting Characteristics of Oxygen-Free Using the Ultra Precision Machining,' KSPE, Vol. 19, No. 12, pp. 120-126, 2002   과학기술학회마을
2 Whitten, L. G., Lewis, T. G., 'Machining and Measurement to Submicron Tolerance,' Proc. M.T.D.R., Programon Press. pp. 491, 1966
3 Taniguchi, N., 'Current Status in and Future Trends of Ultraprecision Machining and Ultrafine Materials Processing,' Annals of the CIRP, 32/2 pp. 573-582, 1983   DOI   ScienceOn
4 Loewn, E. G., 'Perceived Limitations on Future Advances in Ultraprecision Machining,' Annals of the CIRP, pp. 413-415, 1983
5 Mckeown, P. A., 'The role of Precision Engineering in Manufacturing of the Future,' Annals of the CIRP, pp. 495-501, 1987
6 Kim, G. H., Ko, J. B., 'A Study of Aluminum Reflector Manufacturing in Diamond Turning Machine,' KSMTE, Vol. 11, No. 4, pp. 1-5, 2002   과학기술학회마을
7 Takens, F., 'Lecture Notes in Mathematics,' D .A. Rand and L. S. Young(eds.), Springer, Vol. 898, pp. 266, 1981   DOI
8 Ko, J. B., Yun, I. S., 'Construction of Attractor Simulator for Cutting Characteristics Evaluation of Non-Ferrous Metals,' KSPE, Vol. 20, No. 1, pp. 63-69, 2003   과학기술학회마을
9 Ko, J. B., Yun, I. S., 'Chaotic evaluation of material degradation time series signals of SA508 steel considering the hyperspace,' Journal of KWS, Vol. 16, No. 6, pp. 537-547, 1998   과학기술학회마을
10 Liebert, W. and Schuster, H. G., 'Proper Choice of The Time Delay for The Analysis of Chaotic Time Series,' Physics Letters A, Vol. 142, pp. 107-111, 1989   DOI   ScienceOn
11 Grassberger, P. and Procaccia, I., 'Characterization of Attractors,' Rev. Lett., Vol. 50, No. 5, pp. 346-349, 1983   DOI