The co-optimization method of tool parameters and mounting position parameters for cylindrical gears chamfering tool Article Swipe
Kun He
,
Xiaohu He
,
Yanbin Du
,
Aoting Wang
,
Yang Xiao
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-1611170/v1
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-1611170/v1
In the process of hobbing motion chamfering of cylindrical gear tooth profiles, the tool parameters and mounting position parameters of the chamfering tool directly affect the final chamfering result. Aiming at the multi-objective optimization requirements of tool parameters and mounting position parameters of the chamfering tools, a co-optimization method of multi-parameters based on Improved Non-dominated Sorting Genetic Algorithms-II (INSGA-II) is proposed. Firstly, considering the consistency and symmetry of chamfering result, the co-optimization model of multi-parameters is established with the minimum variance of chamfering width and thickness as the objectives, and the tool parameters and mounting position parameters as variables. Secondly, to avoid the tool parameters and mounting position parameters falling into local optimum, the normal distribution crossover operator is introduced in Non-dominated Sorting Genetic Algorithms-II (NSGA-II) to improve the searchability, and INSGA-II and Fuzzy C-means_Grey Relational Projection (FCM_GRP) are used to optimize and decision parameter combination. Finally, to further verify the applicability of the proposed co-optimization method, the optimized parameter combination is used to calculate the tool rake face profile, and the local curve superposition is used to improve the uneven chamfering at the transition arc. Based on the simulation of tooth profile chamfering, the simulation results verify the effectiveness of the proposed method.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.21203/rs.3.rs-1611170/v1
- https://www.researchsquare.com/article/rs-1611170/latest.pdf
- OA Status
- green
- References
- 24
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4281388678
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Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4281388678Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.21203/rs.3.rs-1611170/v1Digital Object Identifier
- Title
-
The co-optimization method of tool parameters and mounting position parameters for cylindrical gears chamfering toolWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-05-23Full publication date if available
- Authors
-
Kun He, Xiaohu He, Yanbin Du, Aoting Wang, Yang XiaoList of authors in order
- Landing page
-
https://doi.org/10.21203/rs.3.rs-1611170/v1Publisher landing page
- PDF URL
-
https://www.researchsquare.com/article/rs-1611170/latest.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.researchsquare.com/article/rs-1611170/latest.pdfDirect OA link when available
- Concepts
-
Position (finance), Sorting, Computer science, Process (computing), Genetic algorithm, Mathematical optimization, Algorithm, Mathematics, Operating system, Economics, FinanceTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
- References (count)
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24Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.results | 197 |
| abstract_inverted_index.Abstract | 0 |
| abstract_inverted_index.Finally, | 147 |
| abstract_inverted_index.Firstly, | 62 |
| abstract_inverted_index.INSGA-II | 132 |
| abstract_inverted_index.Improved | 54 |
| abstract_inverted_index.decision | 144 |
| abstract_inverted_index.directly | 24 |
| abstract_inverted_index.mounting | 17, 40, 95, 107 |
| abstract_inverted_index.operator | 118 |
| abstract_inverted_index.optimize | 142 |
| abstract_inverted_index.optimum, | 113 |
| abstract_inverted_index.position | 18, 41, 96, 108 |
| abstract_inverted_index.profile, | 170 |
| abstract_inverted_index.proposed | 155, 203 |
| abstract_inverted_index.symmetry | 67 |
| abstract_inverted_index.variance | 81 |
| abstract_inverted_index.(FCM_GRP) | 138 |
| abstract_inverted_index.(NSGA-II) | 126 |
| abstract_inverted_index.Secondly, | 100 |
| abstract_inverted_index.calculate | 165 |
| abstract_inverted_index.crossover | 117 |
| abstract_inverted_index.optimized | 159 |
| abstract_inverted_index.parameter | 145, 160 |
| abstract_inverted_index.profiles, | 12 |
| abstract_inverted_index.proposed. | 61 |
| abstract_inverted_index.thickness | 86 |
| abstract_inverted_index.(INSGA-II) | 59 |
| abstract_inverted_index.Projection | 137 |
| abstract_inverted_index.Relational | 136 |
| abstract_inverted_index.chamfering | 7, 22, 28, 45, 69, 83, 182 |
| abstract_inverted_index.introduced | 120 |
| abstract_inverted_index.parameters | 15, 19, 38, 42, 93, 97, 105, 109 |
| abstract_inverted_index.simulation | 190, 196 |
| abstract_inverted_index.transition | 185 |
| abstract_inverted_index.variables. | 99 |
| abstract_inverted_index.chamfering, | 194 |
| abstract_inverted_index.combination | 161 |
| abstract_inverted_index.considering | 63 |
| abstract_inverted_index.consistency | 65 |
| abstract_inverted_index.cylindrical | 9 |
| abstract_inverted_index.established | 77 |
| abstract_inverted_index.objectives, | 89 |
| abstract_inverted_index.C-means_Grey | 135 |
| abstract_inverted_index.combination. | 146 |
| abstract_inverted_index.distribution | 116 |
| abstract_inverted_index.optimization | 34 |
| abstract_inverted_index.requirements | 35 |
| abstract_inverted_index.Algorithms-II | 58, 125 |
| abstract_inverted_index.Non-dominated | 55, 122 |
| abstract_inverted_index.applicability | 152 |
| abstract_inverted_index.effectiveness | 200 |
| abstract_inverted_index.superposition | 175 |
| abstract_inverted_index.searchability, | 130 |
| abstract_inverted_index.co-optimization | 48, 72, 156 |
| abstract_inverted_index.multi-objective | 33 |
| abstract_inverted_index.multi-parameters | 51, 75 |
| cited_by_percentile_year | |
| corresponding_author_ids | https://openalex.org/A5049903518 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 5 |
| corresponding_institution_ids | https://openalex.org/I145581781 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/16 |
| sustainable_development_goals[0].score | 0.5699999928474426 |
| sustainable_development_goals[0].display_name | Peace, Justice and strong institutions |
| citation_normalized_percentile.value | 0.04920207 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |