Combining FEM and neural networking in the design of optimization of traditional Montenegrin chair
The paper presents the results of tests and analysis of strength of traditional Montenegrin chair using FEM (The Finite Element Method) according to the procedure described in the relevant European standards. Stresses in the critical points of the structure were obtained and compared with values of...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
University of Belgrade - Faculty of Mechanical Engineering, Belgrade
2016-01-01
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| Series: | FME Transactions |
| Subjects: | |
| Online Access: | https://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2016/1451-20921604374V.pdf |
| _version_ | 1828881000302641152 |
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| author | Vujović Aleksandar Krivokapić Zdravko Grujičić Rade Jovanović Jelena Pavlović Ana |
| author_facet | Vujović Aleksandar Krivokapić Zdravko Grujičić Rade Jovanović Jelena Pavlović Ana |
| author_sort | Vujović Aleksandar |
| collection | DOAJ |
| description | The paper presents the results of tests and analysis of strength of traditional Montenegrin chair using FEM (The Finite Element Method) according to the procedure described in the relevant European standards. Stresses in the critical points of the structure were obtained and compared with values of permissible stresses for appropriate material. The influence of design parameters of chair on distribution and intensity of the stresses was considered, so it was selected the appropriate combination of parameters that presents the optimal solution from the aspect of the mentioned criterion. The obtained solution is compared with a volume equivalent model of usual chair with four legs. Based on the results we trained neural network in order to make it enable selection of design parameters of the traditional Montenegrin chairs that provide a satisfactory solution. |
| first_indexed | 2024-12-13T09:58:15Z |
| format | Article |
| id | doaj.art-f75b9b57d2114d15bf05d66dba243caf |
| institution | Directory Open Access Journal |
| issn | 1451-2092 2406-128X |
| language | English |
| last_indexed | 2024-12-13T09:58:15Z |
| publishDate | 2016-01-01 |
| publisher | University of Belgrade - Faculty of Mechanical Engineering, Belgrade |
| record_format | Article |
| series | FME Transactions |
| spelling | doaj.art-f75b9b57d2114d15bf05d66dba243caf2022-12-21T23:51:44ZengUniversity of Belgrade - Faculty of Mechanical Engineering, BelgradeFME Transactions1451-20922406-128X2016-01-014443743791451-20921604374VCombining FEM and neural networking in the design of optimization of traditional Montenegrin chairVujović Aleksandar0Krivokapić Zdravko1Grujičić Rade2Jovanović Jelena3Pavlović Ana4Faculty of Mechanical Engineering, Podgorica, University of Montenegro, MontenegroFaculty of Mechanical Engineering, Podgorica, University of Montenegro, MontenegroFaculty of Mechanical Engineering, Podgorica, University of Montenegro, MontenegroFaculty of Mechanical Engineering, Podgorica, University of Montenegro, MontenegroDepartment of Industrial Engineering, Alma Mater Studiorum University of Bologna, ItalyThe paper presents the results of tests and analysis of strength of traditional Montenegrin chair using FEM (The Finite Element Method) according to the procedure described in the relevant European standards. Stresses in the critical points of the structure were obtained and compared with values of permissible stresses for appropriate material. The influence of design parameters of chair on distribution and intensity of the stresses was considered, so it was selected the appropriate combination of parameters that presents the optimal solution from the aspect of the mentioned criterion. The obtained solution is compared with a volume equivalent model of usual chair with four legs. Based on the results we trained neural network in order to make it enable selection of design parameters of the traditional Montenegrin chairs that provide a satisfactory solution.https://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2016/1451-20921604374V.pdftraditional montenegrin chairfemneural networksoptimizationeuropean standards |
| spellingShingle | Vujović Aleksandar Krivokapić Zdravko Grujičić Rade Jovanović Jelena Pavlović Ana Combining FEM and neural networking in the design of optimization of traditional Montenegrin chair FME Transactions traditional montenegrin chair fem neural networks optimization european standards |
| title | Combining FEM and neural networking in the design of optimization of traditional Montenegrin chair |
| title_full | Combining FEM and neural networking in the design of optimization of traditional Montenegrin chair |
| title_fullStr | Combining FEM and neural networking in the design of optimization of traditional Montenegrin chair |
| title_full_unstemmed | Combining FEM and neural networking in the design of optimization of traditional Montenegrin chair |
| title_short | Combining FEM and neural networking in the design of optimization of traditional Montenegrin chair |
| title_sort | combining fem and neural networking in the design of optimization of traditional montenegrin chair |
| topic | traditional montenegrin chair fem neural networks optimization european standards |
| url | https://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2016/1451-20921604374V.pdf |
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