KRCs Driven Product Manufacturing Quality Improvement Approach Using DMAIC

  • Yuxuan Xie*
  • , Yihai He
  • , Jishan Zhang
  • , Yuqi Cai
  • , Anqi Zhang
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Product reliability-oriented quality improvement in the manufacturing stage has great significance to reduce the loss of product design reliability during manufacturing process. Therefore, a novel KRCs (key reliability characteristics) driven product manufacturing quality improvement approach with the aid of Six sigma DMAIC (Define, Measure, Analyze, Improve, Control) procedure is proposed. First, the connotation of product manufacturing reliability and product KRCs are presented, then the degradation mechanism of product manufacturing reliability is expounded; Second, on the basis of degradation mechanism of product manufacturing reliability, an identification and decomposition method based on QFD and VMEA for product KRCs is put forward; Third, a KRCs driven product manufacturing quality improvement approach by adopting DMAIC is established, and the key technique of Response surface methodology based tolerance optimization is expounded. Finally, a key subway parts manufacturing quality improvement example is provided to verify the proposed approach.

Original languageEnglish
Title of host publication2021 Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021
EditorsWei Guo, Steven Li
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665401302
DOIs
StatePublished - 2021
Event12th IEEE Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021 - Nanjing, China
Duration: 15 Oct 202117 Oct 2021

Publication series

Name2021 Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021

Conference

Conference12th IEEE Global Reliability and Prognostics and Health Management, PHM-Nanjing 2021
Country/TerritoryChina
CityNanjing
Period15/10/2117/10/21

Keywords

  • DMAIC
  • KRCs
  • Product manufacturing reliability
  • Response Surface Methodology
  • VMEA

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