Automatic Virtual Metrology and Deformation Fusion Scheme for Engine-Case Manufacturing

Hao Tieng, Tsung Han Tsai, Chun Fang Chen, Haw Ching Yang, Jhih Wei Huang, Fan Tien Cheng

研究成果: Article

1 引文 (Scopus)

摘要

Industry 4.0 paves the way to smart factory through integrating Internet of Things, cyber-physical systems, cloud manufacturing, and big data analytics for various industrial fields. Especially, the machinery industry significantly benefits from these automation techniques in machine-tool quality inspection, cutting-tool remaining-useful-life, surface roughness prediction, etc. However, these innovation technologies are still not executable in the aerospace-component production due to their complex machining conditions, which result in long metrology delays and severe component deformations. To overcome these two challenges of the aerospace industry, this letter proposes to apply the automatic virtual metrology (AVM) system to successfully convert sampling inspections with metrology delay into real-time and online total inspection and to utilize the so-called deformation fusion (DF) scheme for dealing with the component-deformation problem. The application of the flange operation of aerospace engine-case manufacturing is adopted to illustrate the performance of the AVM-plus-DF approach.

原文English
文章編號8255616
頁(從 - 到)934-941
頁數8
期刊IEEE Robotics and Automation Letters
3
發行號2
DOIs
出版狀態Published - 2018 四月 1

指紋

Metrology
Fusion
Engine
Fusion reactions
Manufacturing
Engines
Inspection
Industry
Internet of Things
Aerospace industry
Machine Tool
Cutting tools
Flanges
Surface Roughness
Machine tools
Machining
Automation
Machinery
Convert
Industrial plants

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Biomedical Engineering
  • Human-Computer Interaction
  • Mechanical Engineering
  • Computer Vision and Pattern Recognition
  • Computer Science Applications
  • Control and Optimization
  • Artificial Intelligence

引用此文

Tieng, Hao ; Tsai, Tsung Han ; Chen, Chun Fang ; Yang, Haw Ching ; Huang, Jhih Wei ; Cheng, Fan Tien. / Automatic Virtual Metrology and Deformation Fusion Scheme for Engine-Case Manufacturing. 於: IEEE Robotics and Automation Letters. 2018 ; 卷 3, 編號 2. 頁 934-941.
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Automatic Virtual Metrology and Deformation Fusion Scheme for Engine-Case Manufacturing. / Tieng, Hao; Tsai, Tsung Han; Chen, Chun Fang; Yang, Haw Ching; Huang, Jhih Wei; Cheng, Fan Tien.

於: IEEE Robotics and Automation Letters, 卷 3, 編號 2, 8255616, 01.04.2018, p. 934-941.

研究成果: Article

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