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Optimization of Selective Assembly for Shafts and Holes Based on Relative Entropy and Dynamic Programming
Selective assembly is the method of obtaining high precision assemblies from relatively low precision components. For precision instruments, the geometric error on mating surface is an important factor affecting assembly accuracy. Different from the traditional selective assembly method, this paper...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712107/ https://www.ncbi.nlm.nih.gov/pubmed/33286979 http://dx.doi.org/10.3390/e22111211 |
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author | Xing, Mingyi Zhang, Qiushuang Jin, Xin Zhang, Zhijing |
author_facet | Xing, Mingyi Zhang, Qiushuang Jin, Xin Zhang, Zhijing |
author_sort | Xing, Mingyi |
collection | PubMed |
description | Selective assembly is the method of obtaining high precision assemblies from relatively low precision components. For precision instruments, the geometric error on mating surface is an important factor affecting assembly accuracy. Different from the traditional selective assembly method, this paper proposes an optimization method of selective assembly for shafts and holes based on relative entropy and dynamic programming. In this method, relative entropy is applied to evaluate the clearance uniformity between shafts and holes, and dynamic programming is used to optimize selective assembly of batches of shafts and holes. In this paper, the case studied has 8 shafts and 20 holes, which need to be assembled into 8 products. The results show that optimal combinations are selected, which provide new insights into selective assembly optimization and lay the foundation for selective assembly of multi-batch precision parts. |
format | Online Article Text |
id | pubmed-7712107 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-77121072021-02-24 Optimization of Selective Assembly for Shafts and Holes Based on Relative Entropy and Dynamic Programming Xing, Mingyi Zhang, Qiushuang Jin, Xin Zhang, Zhijing Entropy (Basel) Article Selective assembly is the method of obtaining high precision assemblies from relatively low precision components. For precision instruments, the geometric error on mating surface is an important factor affecting assembly accuracy. Different from the traditional selective assembly method, this paper proposes an optimization method of selective assembly for shafts and holes based on relative entropy and dynamic programming. In this method, relative entropy is applied to evaluate the clearance uniformity between shafts and holes, and dynamic programming is used to optimize selective assembly of batches of shafts and holes. In this paper, the case studied has 8 shafts and 20 holes, which need to be assembled into 8 products. The results show that optimal combinations are selected, which provide new insights into selective assembly optimization and lay the foundation for selective assembly of multi-batch precision parts. MDPI 2020-10-26 /pmc/articles/PMC7712107/ /pubmed/33286979 http://dx.doi.org/10.3390/e22111211 Text en © 2020 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 Xing, Mingyi Zhang, Qiushuang Jin, Xin Zhang, Zhijing Optimization of Selective Assembly for Shafts and Holes Based on Relative Entropy and Dynamic Programming |
title | Optimization of Selective Assembly for Shafts and Holes Based on Relative Entropy and Dynamic Programming |
title_full | Optimization of Selective Assembly for Shafts and Holes Based on Relative Entropy and Dynamic Programming |
title_fullStr | Optimization of Selective Assembly for Shafts and Holes Based on Relative Entropy and Dynamic Programming |
title_full_unstemmed | Optimization of Selective Assembly for Shafts and Holes Based on Relative Entropy and Dynamic Programming |
title_short | Optimization of Selective Assembly for Shafts and Holes Based on Relative Entropy and Dynamic Programming |
title_sort | optimization of selective assembly for shafts and holes based on relative entropy and dynamic programming |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7712107/ https://www.ncbi.nlm.nih.gov/pubmed/33286979 http://dx.doi.org/10.3390/e22111211 |
work_keys_str_mv | AT xingmingyi optimizationofselectiveassemblyforshaftsandholesbasedonrelativeentropyanddynamicprogramming AT zhangqiushuang optimizationofselectiveassemblyforshaftsandholesbasedonrelativeentropyanddynamicprogramming AT jinxin optimizationofselectiveassemblyforshaftsandholesbasedonrelativeentropyanddynamicprogramming AT zhangzhijing optimizationofselectiveassemblyforshaftsandholesbasedonrelativeentropyanddynamicprogramming |