Title: Superficial alterations in the generation of a 3D surface. The case of machining by turning. Application of principal component analysis to the study of the various factors involved
Authors: F. Ancio; A.J. Gámez; M. Marcos
Addresses: Engineering of Structures and Materials Research Group, Polytechnic School, University of Sevilla, C/ Virgen de África, Nº7, 41011, Sevilla, Spain ' Department of Mechanical Engineering and Industrial Design, University of Cádiz, Avd. Universidad de Cádiz, Puerto Real, 11510, Cádiz, Spain ' Deceased; formerly of: Department of Mechanical Engineering and Industrial Design, University of Cádiz, Avd. Universidad de Cádiz, Puerto Real, 11510, Cádiz, Spain
Abstract: Surface quality is an essential requisite in the manufacturing industry. In order to perform an in-depth study into the mechanisms that govern the formation of this surface, all factors involved in the machining process must be ascertained. The resulting surface after turning (real surface) is studied as the superposition of multiple surfaces. A first surface, (tool surface), is generated from the geometry of the tool and machining parameters. A second surface (vibration surface) is generated from the vibration of the tool. Finally, a third surface (other-factors surface) is taken as the joint result of fracture of material, elastic recoveries, plastic deformations, hardness, kinematic, deposits and/or adhesions of material and/or tool wear. The comparison of these four surfaces enables this objective to be reached. A new parameter denominated dispersion is defined. Principal component analysis (PCA) is used in the definition of this parameter.
Keywords: surface quality; manufacturing industry; turning; roughness; vibration; fracture of material; elastic recoveries; plastic deformations; deposits and/or adhesions of material; tool wear; principal component analysis; PCA; characterisation of surfaces.
International Journal of Surface Science and Engineering, 2018 Vol.12 No.2, pp.77 - 98
Received: 27 Feb 2017
Accepted: 16 Sep 2017
Published online: 11 Apr 2018 *