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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/17953
Title: Curve reconstruction of digitized surface using K-means algorithm
Authors: Kumar A.
Jain P.K.
Pathak P.M.
Published in: Proceedings of Procedia Engineering
Abstract: The K-means algorithm has good ability to handle the large number of scanned data. It is best suited for creation a desired shape curve-likes shape for near-best approximation of the scanned data point set. It presented an approximate set of scanned data points with a simple curves or surfaces. In this paper, the reverse engineering use for scanning the spur gear using 3D laser scanner and data is stored in point cloud format. Using this scanned data, reconstructing the smooth curve is achieved by proposed algorithm in MATLAB environment. In this study, scanned geometry and curve reconstruction technique suggested and it has been demonstrated to tooth curve reconstruction of spur gear as a complex surface object. Result of methodology is helpful to recreate the 3D CAD model of scanned object, which can be improve in work efficiency and reduce the product development cycle time with the application of CAD/CAE/CAM tools. © 2014 The Authors. Published by Elsevier Ltd.
Citation: Proceedings of Procedia Engineering, (2014), 544- 549. Zadar
URI: https://doi.org/10.1016/j.proeng.2014.03.024
http://repository.iitr.ac.in/handle/123456789/17953
Issue Date: 2014
Publisher: Elsevier Ltd
Keywords: Curve reconstruction
Digitized surface
K-means algorithm
Reverse engineering
Spur gear tooth surface
ISSN: 18777058
Author Scopus IDs: 57202525109
7402520507
8386080200
Author Affiliations: Kumar, A., Department of Mechanical and Industrial Engineering, Indian Institute of Technology, Roorkee- 247667, India
Jain, P.K., Department of Mechanical and Industrial Engineering, Indian Institute of Technology, Roorkee- 247667, India
Pathak, P.M., Department of Mechanical and Industrial Engineering, Indian Institute of Technology, Roorkee- 247667, India
Corresponding Author: Kumar, A.; Department of Mechanical and Industrial Engineering, Indian Institute of Technology, Roorkee- 247667, India; email: atulkumar.iitr@gmail.com
Appears in Collections:Conference Publications [ME]

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