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Screening Scheme Evaluation of the Assembly Process Based on the Stress-Strength Model and Defect Stream Analysis
During the assembly process, there are inevitable variations and noise factors in the material properties, process parameters and screening scheme, which may affect the quality of the product. Using the stress-strength model, an evaluated screening scheme method, by analyzing the variation of the de...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512965/ https://www.ncbi.nlm.nih.gov/pubmed/33265537 http://dx.doi.org/10.3390/e20060447 |
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author | Huang, Yubing Dai, Wei Liu, Lianxi Zhao, Yu |
author_facet | Huang, Yubing Dai, Wei Liu, Lianxi Zhao, Yu |
author_sort | Huang, Yubing |
collection | PubMed |
description | During the assembly process, there are inevitable variations and noise factors in the material properties, process parameters and screening scheme, which may affect the quality of the product. Using the stress-strength model, an evaluated screening scheme method, by analyzing the variation of the defect density in the assembly process, is proposed and discussed. The influence of screening stress on product defects is considered to determine the screening scheme. We performed the defect stream analysis by calculating the recursive relations of residual defect density under multi-stress conditions. We find that the probability density function, which shows the defect changing process from latent to dominant relative to the time process, agrees very well with the historical data. We also calculate the risk as the entropy of the assembly task. Finally, we verify our method by analyzing the assembly process of a certain product. |
format | Online Article Text |
id | pubmed-7512965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75129652020-11-09 Screening Scheme Evaluation of the Assembly Process Based on the Stress-Strength Model and Defect Stream Analysis Huang, Yubing Dai, Wei Liu, Lianxi Zhao, Yu Entropy (Basel) Article During the assembly process, there are inevitable variations and noise factors in the material properties, process parameters and screening scheme, which may affect the quality of the product. Using the stress-strength model, an evaluated screening scheme method, by analyzing the variation of the defect density in the assembly process, is proposed and discussed. The influence of screening stress on product defects is considered to determine the screening scheme. We performed the defect stream analysis by calculating the recursive relations of residual defect density under multi-stress conditions. We find that the probability density function, which shows the defect changing process from latent to dominant relative to the time process, agrees very well with the historical data. We also calculate the risk as the entropy of the assembly task. Finally, we verify our method by analyzing the assembly process of a certain product. MDPI 2018-06-07 /pmc/articles/PMC7512965/ /pubmed/33265537 http://dx.doi.org/10.3390/e20060447 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Huang, Yubing Dai, Wei Liu, Lianxi Zhao, Yu Screening Scheme Evaluation of the Assembly Process Based on the Stress-Strength Model and Defect Stream Analysis |
title | Screening Scheme Evaluation of the Assembly Process Based on the Stress-Strength Model and Defect Stream Analysis |
title_full | Screening Scheme Evaluation of the Assembly Process Based on the Stress-Strength Model and Defect Stream Analysis |
title_fullStr | Screening Scheme Evaluation of the Assembly Process Based on the Stress-Strength Model and Defect Stream Analysis |
title_full_unstemmed | Screening Scheme Evaluation of the Assembly Process Based on the Stress-Strength Model and Defect Stream Analysis |
title_short | Screening Scheme Evaluation of the Assembly Process Based on the Stress-Strength Model and Defect Stream Analysis |
title_sort | screening scheme evaluation of the assembly process based on the stress-strength model and defect stream analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512965/ https://www.ncbi.nlm.nih.gov/pubmed/33265537 http://dx.doi.org/10.3390/e20060447 |
work_keys_str_mv | AT huangyubing screeningschemeevaluationoftheassemblyprocessbasedonthestressstrengthmodelanddefectstreamanalysis AT daiwei screeningschemeevaluationoftheassemblyprocessbasedonthestressstrengthmodelanddefectstreamanalysis AT liulianxi screeningschemeevaluationoftheassemblyprocessbasedonthestressstrengthmodelanddefectstreamanalysis AT zhaoyu screeningschemeevaluationoftheassemblyprocessbasedonthestressstrengthmodelanddefectstreamanalysis |