Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing

Remanufacturing is a new branch of manufacturing industry in which used mechanical components are repaired and reconditioned to be used as new ones. In remanufacturing processes, used components were cleaned, filled in at the worn locations and reprofiled before being used again. Most of cases, the...

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Main Author: Dung, Van Than
Other Authors: Tegoeh Tjahjowidodo
Format: Theses and Dissertations
Language:English
Published: 2018
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Online Access:https://hdl.handle.net/10356/88841
http://hdl.handle.net/10220/45979
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-888412023-03-11T17:39:05Z Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing Dung, Van Than Tegoeh Tjahjowidodo School of Mechanical and Aerospace Engineering DRNTU::Engineering::Manufacturing::Flexible manufacturing systems DRNTU::Engineering::Manufacturing::CAD/CAM systems Remanufacturing is a new branch of manufacturing industry in which used mechanical components are repaired and reconditioned to be used as new ones. In remanufacturing processes, used components were cleaned, filled in at the worn locations and reprofiled before being used again. Most of cases, the design geometries of the workpieces are not used as a reference because of many reasons, e.g. they might not be provided by suppliers and/or distortions of the workpieces during service life create discrepancies to the design geometries. Therefore, remanufacturing processes rely heavily on skilled workers. In this project, we propose a framework to automate reprofiling processes in remanufacturing industries for freeform surface workpieces in the absence of design geometries. Many components, e.g. in aerospace industries, have complex geometries that are usually generated in freeform surfaces, such as turbine valves, blades, blisks, dies, molds, etc. This brings a significant challenge in automating the reprofiling processes. In the proposed framework, a workpiece (component) will be mounted on a reference table and initially digitized to acquire its geometries in the form of cloud data. Subsequently, the reference table and the Workpiece Coordinate System (WCS) are identified to transform the measured data to the WCS. A depth map image is then generated by resampling the measured data. Based on the B-spline fitting technique, an algorithm is proposed to automatically estimate the nominal profile surfaces of the components from the measured data. Some defects (e.g. from weld beads) are then directly obtained by comparing the estimated nominal surface with the digitized geometries. A tool path program then adaptively generates G-code for each identified defect and it is sent to a milling CNC machine to remove the defect. The performance of the proposed method is finally evaluated using numerical simulation and real measurement data. The results confirm that the method is capable of exactly estimating the nominal profile surface and identify weld beads on freeform surface components with minimal human intervention. Doctor of Philosophy 2018-09-13T01:25:21Z 2019-12-06T17:12:03Z 2018-09-13T01:25:21Z 2019-12-06T17:12:03Z 2018 Thesis Dung, V. T. (2018). Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing. Doctoral thesis, Nanyang Technological University, Singapore. https://hdl.handle.net/10356/88841 http://hdl.handle.net/10220/45979 10.32657/10220/45979 en 176 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Manufacturing::Flexible manufacturing systems
DRNTU::Engineering::Manufacturing::CAD/CAM systems
spellingShingle DRNTU::Engineering::Manufacturing::Flexible manufacturing systems
DRNTU::Engineering::Manufacturing::CAD/CAM systems
Dung, Van Than
Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing
description Remanufacturing is a new branch of manufacturing industry in which used mechanical components are repaired and reconditioned to be used as new ones. In remanufacturing processes, used components were cleaned, filled in at the worn locations and reprofiled before being used again. Most of cases, the design geometries of the workpieces are not used as a reference because of many reasons, e.g. they might not be provided by suppliers and/or distortions of the workpieces during service life create discrepancies to the design geometries. Therefore, remanufacturing processes rely heavily on skilled workers. In this project, we propose a framework to automate reprofiling processes in remanufacturing industries for freeform surface workpieces in the absence of design geometries. Many components, e.g. in aerospace industries, have complex geometries that are usually generated in freeform surfaces, such as turbine valves, blades, blisks, dies, molds, etc. This brings a significant challenge in automating the reprofiling processes. In the proposed framework, a workpiece (component) will be mounted on a reference table and initially digitized to acquire its geometries in the form of cloud data. Subsequently, the reference table and the Workpiece Coordinate System (WCS) are identified to transform the measured data to the WCS. A depth map image is then generated by resampling the measured data. Based on the B-spline fitting technique, an algorithm is proposed to automatically estimate the nominal profile surfaces of the components from the measured data. Some defects (e.g. from weld beads) are then directly obtained by comparing the estimated nominal surface with the digitized geometries. A tool path program then adaptively generates G-code for each identified defect and it is sent to a milling CNC machine to remove the defect. The performance of the proposed method is finally evaluated using numerical simulation and real measurement data. The results confirm that the method is capable of exactly estimating the nominal profile surface and identify weld beads on freeform surface components with minimal human intervention.
author2 Tegoeh Tjahjowidodo
author_facet Tegoeh Tjahjowidodo
Dung, Van Than
format Theses and Dissertations
author Dung, Van Than
author_sort Dung, Van Than
title Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing
title_short Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing
title_full Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing
title_fullStr Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing
title_full_unstemmed Automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing
title_sort automatic reconstruction of nominal freeform surfaces in aero-components for remanufacturing
publishDate 2018
url https://hdl.handle.net/10356/88841
http://hdl.handle.net/10220/45979
_version_ 1761781350711427072