Optimization of Parameters of a Planetary Gearbox Using the Taguchi-Grey Relational Analysis
Optimization of parameters of central gears of a planetary gearbox was performed in this study. Since the optimization of multi-performance characteristics is more complex compared to optimization of a single-performance characteristics, the Taguchi-Grey analysis was used. That approach combines the...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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University of Žilina
2018-09-01
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| Series: | Communications |
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| Online Access: | https://komunikacie.uniza.sk/artkey/csl-201803-0006_optimization-of-parameters-of-a-planetary-gearbox-using-the-taguchi-grey-relational-analysis.php |
| _version_ | 1827967213032701952 |
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| author | Slavica Miladinovic Sandra Velickovic Blaza Stojanovic Ruzica Nikolic |
| author_facet | Slavica Miladinovic Sandra Velickovic Blaza Stojanovic Ruzica Nikolic |
| author_sort | Slavica Miladinovic |
| collection | DOAJ |
| description | Optimization of parameters of central gears of a planetary gearbox was performed in this study. Since the optimization of multi-performance characteristics is more complex compared to optimization of a single-performance characteristics, the Taguchi-Grey analysis was used. That approach combines the Taguchi orthogonal array L27 with the Grey relational analysis to determine the influence of the material, module and gear width on the safety coefficient of the planetary gearbox. A Grey relational grade obtained from the Grey relational analysis is used as the performance characteristics in the Taguchi method and Analysis of variance (ANOVA). The optimal combination of parameters for the safety coefficient values was obtained, when the value of the Grey relational grade is 1. Based on the ANOVA analysis, it was established that the most influential parameter is the module, then the gear width and the least influential one is the material. |
| first_indexed | 2024-04-09T18:01:52Z |
| format | Article |
| id | doaj.art-fdc79b9e50b5419b80b86c9ac25762e5 |
| institution | Directory Open Access Journal |
| issn | 1335-4205 2585-7878 |
| language | English |
| last_indexed | 2024-04-09T18:01:52Z |
| publishDate | 2018-09-01 |
| publisher | University of Žilina |
| record_format | Article |
| series | Communications |
| spelling | doaj.art-fdc79b9e50b5419b80b86c9ac25762e52023-04-14T06:31:45ZengUniversity of ŽilinaCommunications1335-42052585-78782018-09-01203303510.26552/com.C.2018.3.30-35csl-201803-0006Optimization of Parameters of a Planetary Gearbox Using the Taguchi-Grey Relational AnalysisSlavica Miladinovic0Sandra Velickovic1Blaza Stojanovic2Ruzica Nikolic3Faculty of Engineering, University of Kragujevac, SerbiaFaculty of Engineering, University of Kragujevac, SerbiaFaculty of Engineering, University of Kragujevac, SerbiaResearch Center, University of Zilina, SlovakiaOptimization of parameters of central gears of a planetary gearbox was performed in this study. Since the optimization of multi-performance characteristics is more complex compared to optimization of a single-performance characteristics, the Taguchi-Grey analysis was used. That approach combines the Taguchi orthogonal array L27 with the Grey relational analysis to determine the influence of the material, module and gear width on the safety coefficient of the planetary gearbox. A Grey relational grade obtained from the Grey relational analysis is used as the performance characteristics in the Taguchi method and Analysis of variance (ANOVA). The optimal combination of parameters for the safety coefficient values was obtained, when the value of the Grey relational grade is 1. Based on the ANOVA analysis, it was established that the most influential parameter is the module, then the gear width and the least influential one is the material.https://komunikacie.uniza.sk/artkey/csl-201803-0006_optimization-of-parameters-of-a-planetary-gearbox-using-the-taguchi-grey-relational-analysis.phptaguchi methodgrey relational analysisanovaoptimizationplanetary gearbox |
| spellingShingle | Slavica Miladinovic Sandra Velickovic Blaza Stojanovic Ruzica Nikolic Optimization of Parameters of a Planetary Gearbox Using the Taguchi-Grey Relational Analysis Communications taguchi method grey relational analysis anova optimization planetary gearbox |
| title | Optimization of Parameters of a Planetary Gearbox Using the Taguchi-Grey Relational Analysis |
| title_full | Optimization of Parameters of a Planetary Gearbox Using the Taguchi-Grey Relational Analysis |
| title_fullStr | Optimization of Parameters of a Planetary Gearbox Using the Taguchi-Grey Relational Analysis |
| title_full_unstemmed | Optimization of Parameters of a Planetary Gearbox Using the Taguchi-Grey Relational Analysis |
| title_short | Optimization of Parameters of a Planetary Gearbox Using the Taguchi-Grey Relational Analysis |
| title_sort | optimization of parameters of a planetary gearbox using the taguchi grey relational analysis |
| topic | taguchi method grey relational analysis anova optimization planetary gearbox |
| url | https://komunikacie.uniza.sk/artkey/csl-201803-0006_optimization-of-parameters-of-a-planetary-gearbox-using-the-taguchi-grey-relational-analysis.php |
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