Automatic Virtual Metrology for Carbon Fiber Manufacturing

Yu Ming Hsieh, Chin Yi Lin, Yu Ru Yang, Min Hsiung Hung, Fan-Tien Cheng

研究成果: Article

摘要

Carbon fiber is currently one of the most popular composite materials in the world, with its wide applications ranging from bikes to space shuttles. However, there is no comprehensive method for the total quality inspection of carbon fiber products so far due to its feature of continuous production and destructive examination of quality inspection. Through years of development, the Automatic Virtual Metrology (AVM) technology has been applied to various industries to turn the offline sampling inspection with metrology delay into online and real-time total inspection. With AVM, every workpiece of the carbon fiber products can be examined to ensure total quality inspection. The biggest issue of continuous production is that it can neither accurately define each unit nor label on the products. To solve this problem, a production data traceback (PDT) mechanism is proposed in this letter. The PDT mechanism can provide a virtual label to each unit for referring back to the process parameters of the production. With PDT, the process data of each workpiece of a complete spin can be acquired so as to accomplish the work-in-process (WIP) tracking requirement of applying AVM. Also, the Advanced Manufacturing Cloud of Things (AMCoT) platform is adopted in this letter to fulfill all the smart manufacturing requirements for achieving the goal of zero defects of carbon fiber manufacturing.

原文English
文章編號8716511
頁(從 - 到)2730-2737
頁數8
期刊IEEE Robotics and Automation Letters
4
發行號3
DOIs
出版狀態Published - 2019 七月 1

指紋

Carbon Fiber
Metrology
Carbon fibers
Manufacturing
Inspection
Labels
Unit
Space shuttles
Requirements
Process Parameters
Composite Materials
Thing
Defects
Industry
Sampling
Real-time
Composite materials
Zero

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

Hsieh, Yu Ming ; Lin, Chin Yi ; Yang, Yu Ru ; Hung, Min Hsiung ; Cheng, Fan-Tien. / Automatic Virtual Metrology for Carbon Fiber Manufacturing. 於: IEEE Robotics and Automation Letters. 2019 ; 卷 4, 編號 3. 頁 2730-2737.
@article{42bb93c1567340b28d6bc06d9eac962b,
title = "Automatic Virtual Metrology for Carbon Fiber Manufacturing",
abstract = "Carbon fiber is currently one of the most popular composite materials in the world, with its wide applications ranging from bikes to space shuttles. However, there is no comprehensive method for the total quality inspection of carbon fiber products so far due to its feature of continuous production and destructive examination of quality inspection. Through years of development, the Automatic Virtual Metrology (AVM) technology has been applied to various industries to turn the offline sampling inspection with metrology delay into online and real-time total inspection. With AVM, every workpiece of the carbon fiber products can be examined to ensure total quality inspection. The biggest issue of continuous production is that it can neither accurately define each unit nor label on the products. To solve this problem, a production data traceback (PDT) mechanism is proposed in this letter. The PDT mechanism can provide a virtual label to each unit for referring back to the process parameters of the production. With PDT, the process data of each workpiece of a complete spin can be acquired so as to accomplish the work-in-process (WIP) tracking requirement of applying AVM. Also, the Advanced Manufacturing Cloud of Things (AMCoT) platform is adopted in this letter to fulfill all the smart manufacturing requirements for achieving the goal of zero defects of carbon fiber manufacturing.",
author = "Hsieh, {Yu Ming} and Lin, {Chin Yi} and Yang, {Yu Ru} and Hung, {Min Hsiung} and Fan-Tien Cheng",
year = "2019",
month = "7",
day = "1",
doi = "10.1109/LRA.2019.2917384",
language = "English",
volume = "4",
pages = "2730--2737",
journal = "IEEE Robotics and Automation Letters",
issn = "2377-3766",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
number = "3",

}

Automatic Virtual Metrology for Carbon Fiber Manufacturing. / Hsieh, Yu Ming; Lin, Chin Yi; Yang, Yu Ru; Hung, Min Hsiung; Cheng, Fan-Tien.

於: IEEE Robotics and Automation Letters, 卷 4, 編號 3, 8716511, 01.07.2019, p. 2730-2737.

研究成果: Article

TY - JOUR

T1 - Automatic Virtual Metrology for Carbon Fiber Manufacturing

AU - Hsieh, Yu Ming

AU - Lin, Chin Yi

AU - Yang, Yu Ru

AU - Hung, Min Hsiung

AU - Cheng, Fan-Tien

PY - 2019/7/1

Y1 - 2019/7/1

N2 - Carbon fiber is currently one of the most popular composite materials in the world, with its wide applications ranging from bikes to space shuttles. However, there is no comprehensive method for the total quality inspection of carbon fiber products so far due to its feature of continuous production and destructive examination of quality inspection. Through years of development, the Automatic Virtual Metrology (AVM) technology has been applied to various industries to turn the offline sampling inspection with metrology delay into online and real-time total inspection. With AVM, every workpiece of the carbon fiber products can be examined to ensure total quality inspection. The biggest issue of continuous production is that it can neither accurately define each unit nor label on the products. To solve this problem, a production data traceback (PDT) mechanism is proposed in this letter. The PDT mechanism can provide a virtual label to each unit for referring back to the process parameters of the production. With PDT, the process data of each workpiece of a complete spin can be acquired so as to accomplish the work-in-process (WIP) tracking requirement of applying AVM. Also, the Advanced Manufacturing Cloud of Things (AMCoT) platform is adopted in this letter to fulfill all the smart manufacturing requirements for achieving the goal of zero defects of carbon fiber manufacturing.

AB - Carbon fiber is currently one of the most popular composite materials in the world, with its wide applications ranging from bikes to space shuttles. However, there is no comprehensive method for the total quality inspection of carbon fiber products so far due to its feature of continuous production and destructive examination of quality inspection. Through years of development, the Automatic Virtual Metrology (AVM) technology has been applied to various industries to turn the offline sampling inspection with metrology delay into online and real-time total inspection. With AVM, every workpiece of the carbon fiber products can be examined to ensure total quality inspection. The biggest issue of continuous production is that it can neither accurately define each unit nor label on the products. To solve this problem, a production data traceback (PDT) mechanism is proposed in this letter. The PDT mechanism can provide a virtual label to each unit for referring back to the process parameters of the production. With PDT, the process data of each workpiece of a complete spin can be acquired so as to accomplish the work-in-process (WIP) tracking requirement of applying AVM. Also, the Advanced Manufacturing Cloud of Things (AMCoT) platform is adopted in this letter to fulfill all the smart manufacturing requirements for achieving the goal of zero defects of carbon fiber manufacturing.

UR - http://www.scopus.com/inward/record.url?scp=85066612193&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85066612193&partnerID=8YFLogxK

U2 - 10.1109/LRA.2019.2917384

DO - 10.1109/LRA.2019.2917384

M3 - Article

AN - SCOPUS:85066612193

VL - 4

SP - 2730

EP - 2737

JO - IEEE Robotics and Automation Letters

JF - IEEE Robotics and Automation Letters

SN - 2377-3766

IS - 3

M1 - 8716511

ER -