Surface Roughness Evolution Model for Finishing Using an Abrasive Tool on a Robot

Author:

Fernandez Angel1,Jose Antonio Dieste2,Javierre Carlos1,Jorge Santolaria1

Affiliation:

1. Universidad de Zaragoza, Zaragoza, Spain

2. Fundación AITIIP, Zaragoza, Spain

Abstract

The polishing process is the final step in the manufacturing workflow for many parts and tools. While previous tasks have evolved technically, the finishing of freeform surfaces is still effected mostly by hand. Many parts are rejected because no control of the process is possible. The main problems are geometrical shape deviations and no repeatability of the process. A new methodology has been developed for the passes of the abrasive on the polished part. This research focusses on the feasibility of robotic polishing and the development of a new evolution model pertaining to the surface roughness for an abrasive tool mounted on a spherical robot. The polishing principle is mechanic and based on dry friction. The tool is multilayered with a compressive foamed core. The combination of rotational and translational movement requires the creation of a model that can predict the footprint on the polished surface. The mathematical model developed for the evolution model permits for making a prediction of the final surface quality in the function of the programmed polishing parameters. Furthermore, the model described allows for setting up polishing parameters in order to reach a desired final roughness with less than 15% deviation. Repeatability is assured and polishing time is reduced down to 1/5 of manually effected procedures.

Publisher

SAGE Publications

Subject

Artificial Intelligence,Computer Science Applications,Software

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Methodology to Support Robotic Polishing of Molds Integrated with CAD/CAM;Journal of Advanced Manufacturing Systems;2023-11-17

2. Segmentation and Coverage Planning of Freeform Geometries for Robotic Surface Finishing;IEEE Robotics and Automation Letters;2023-08

3. Robotic Belt Finishing with Process Control for Accurate Surfaces;Journal of Manufacturing and Materials Processing;2023-07-01

4. Surface polishing by industrial robots: a review;The International Journal of Advanced Manufacturing Technology;2023-02-10

5. Lidar/UWB Fusion Based SLAM With Anti-Degeneration Capability;IEEE Transactions on Vehicular Technology;2021-01

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