Hierarchical Fuzzy Primitive Surface Classification From Tessellated Solids for Defining Part-to-Part Removal Directions

Author:

Rafibakhsh Nima1,Campbell Matthew I.2

Affiliation:

1. Mem. ASME School of Mechanical, Industrial and Manufacturing Engineering, Oregon State University, Corvallis, OR 97331 e-mail:

2. Professor Mem. ASME School of Mechanical, Industrial and Manufacturing Engineering, Oregon State University, Corvallis, OR 97331 e-mail:

Abstract

This paper is arranged in three main sections: the first section is a hierarchical method based on clustering and a fuzzy membership system where the tessellated three-dimensional (3D) models are classified into their containing primitives: cylinder, cone, sphere, and flat. In the second section, automated assembly planning (AAP) is considered as the main application of our novel hierarchical primitive classification approach. The classified primitives obtained from the first section are used to define the removal directions between mating parts in an assembly model. Finally, a fuzzification method is used to express the uncertainty of the detected connections between every pair of parts. The acquired uncertainties are used in a user interaction process to approve, deny, or modify the connections with higher uncertainties.

Funder

Digital Manufacturing and Design Innovation Institute

Publisher

ASME International

Subject

Industrial and Manufacturing Engineering,Computer Graphics and Computer-Aided Design,Computer Science Applications,Software

Reference30 articles.

1. Liu, M., and Ramani, K., 2010, “An Edge-Based Mesh Segmentation Method for Engineering Objects,” International Conference on Mechanic Automation and Control Engineering (MACE), Wuhan, China, June 26–28, pp. 511–514.10.1109/MACE.2010.5536720

2. Range Data Processing: Representation of Surfaces by Edges,1985

3. Segmentation Through Variable-Order Surface Fitting;IEEE Trans. Pattern Anal. Mach. Intell.,1988

4. Lazarevic, D., Misic, M., and Stojcetovic, B., 2014, “3D Mesh Segmentation for CAD Application,” Eighth International Quality Conference, Kragujevac, Serbia, May 23, pp. 617–629.

5. A Comparative Study of Existing Metrics for 3D-Mesh Segmentation Evaluation;Visual Comput.,2010

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