Development of Mathematical Functions to Predict Deflection of Radial and Bias Tractor Tires on Rigid Surface
The objective of this study was to develop mathematical functions to predict deflection for radial and bias tires. In order to develop the models, the data were obtained from the tire manufacturing companies and organized in Excel first and then transferred to Minitab® for stepwise regression analys...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Turkish Science and Technology Publishing (TURSTEP)
2021-12-01
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| Series: | Turkish Journal of Agriculture: Food Science and Technology |
| Subjects: | |
| Online Access: | http://www.agrifoodscience.com/index.php/TURJAF/article/view/4498 |
| _version_ | 1797905965864976384 |
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| author | Firat Komekci Adnan Degirmencioglu |
| author_facet | Firat Komekci Adnan Degirmencioglu |
| author_sort | Firat Komekci |
| collection | DOAJ |
| description | The objective of this study was to develop mathematical functions to predict deflection for radial and bias tires. In order to develop the models, the data were obtained from the tire manufacturing companies and organized in Excel first and then transferred to Minitab® for stepwise regression analysis. The variables considered in the study were inflation pressure, load and tire width and overall diameter. Tire width (w) and overall diameter (d) was considered in a multiplication form. The tire deflection models in two different form (linear and non-linear) were developed for both, radial and bias tires. The model selection was achieved by three different criteria and % differences between the measured and predicted data. Based on the results of applying model selection criteria, the models for radial and bias tire in non-linear form were found to be adequate for predicting the tire deflection. The results from the stepwise analysis indicated that the load on tire was the predominant variable in the models and made the highest contribution to the prediction functions. The developed models were verified against to published literature data and found a good agreement. |
| first_indexed | 2024-04-10T10:13:33Z |
| format | Article |
| id | doaj.art-8217be4edbb54923aaa94c12763d722a |
| institution | Directory Open Access Journal |
| issn | 2148-127X |
| language | English |
| last_indexed | 2024-04-10T10:13:33Z |
| publishDate | 2021-12-01 |
| publisher | Turkish Science and Technology Publishing (TURSTEP) |
| record_format | Article |
| series | Turkish Journal of Agriculture: Food Science and Technology |
| spelling | doaj.art-8217be4edbb54923aaa94c12763d722a2023-02-15T16:22:01ZengTurkish Science and Technology Publishing (TURSTEP)Turkish Journal of Agriculture: Food Science and Technology2148-127X2021-12-019122226223210.24925/turjaf.v9i12.2226-2232.44982279Development of Mathematical Functions to Predict Deflection of Radial and Bias Tractor Tires on Rigid SurfaceFirat Komekci0Adnan Degirmencioglu1Department of Agricultural Machinery and Technologies Engineering, Ege University, Faculty of Agriculture, 35100 İzmirDepartment of Agricultural Machinery and Technologies Engineering, Ege University, Faculty of Agriculture, 35100 İzmirThe objective of this study was to develop mathematical functions to predict deflection for radial and bias tires. In order to develop the models, the data were obtained from the tire manufacturing companies and organized in Excel first and then transferred to Minitab® for stepwise regression analysis. The variables considered in the study were inflation pressure, load and tire width and overall diameter. Tire width (w) and overall diameter (d) was considered in a multiplication form. The tire deflection models in two different form (linear and non-linear) were developed for both, radial and bias tires. The model selection was achieved by three different criteria and % differences between the measured and predicted data. Based on the results of applying model selection criteria, the models for radial and bias tire in non-linear form were found to be adequate for predicting the tire deflection. The results from the stepwise analysis indicated that the load on tire was the predominant variable in the models and made the highest contribution to the prediction functions. The developed models were verified against to published literature data and found a good agreement.http://www.agrifoodscience.com/index.php/TURJAF/article/view/4498mathematical modellingmodel selectiontire stiffnessnon-linear models |
| spellingShingle | Firat Komekci Adnan Degirmencioglu Development of Mathematical Functions to Predict Deflection of Radial and Bias Tractor Tires on Rigid Surface Turkish Journal of Agriculture: Food Science and Technology mathematical modelling model selection tire stiffness non-linear models |
| title | Development of Mathematical Functions to Predict Deflection of Radial and Bias Tractor Tires on Rigid Surface |
| title_full | Development of Mathematical Functions to Predict Deflection of Radial and Bias Tractor Tires on Rigid Surface |
| title_fullStr | Development of Mathematical Functions to Predict Deflection of Radial and Bias Tractor Tires on Rigid Surface |
| title_full_unstemmed | Development of Mathematical Functions to Predict Deflection of Radial and Bias Tractor Tires on Rigid Surface |
| title_short | Development of Mathematical Functions to Predict Deflection of Radial and Bias Tractor Tires on Rigid Surface |
| title_sort | development of mathematical functions to predict deflection of radial and bias tractor tires on rigid surface |
| topic | mathematical modelling model selection tire stiffness non-linear models |
| url | http://www.agrifoodscience.com/index.php/TURJAF/article/view/4498 |
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