Non-Pneumatic Tire (NPT) has been widely used due to their various advantages. Existing solutions/approaches provide limited flexibility on the overall tire performance and have less stiffness and poor damage performance. Embodiments of the present disclosure provides systems and methods that generate optimized spoke design for non-pneumatic tires. More specifically, the system of the present disclosure can generate optimized topology with customized property/performance outcomes for NPTs. The variety of spoke designs have been created using a computer generative method. The performance of these generative spoke designs has been investigated using a finite element method (FEM) technique, wherein output of the FEM technique is used for training machine learning model(s) that enable selection of optimal spoke design for tire manufacturing.
SYSTEMS AND METHODS FOR GENERATING OPTIMIZED SPOKE DESIGN FOR NON-PNEUMATIC TIRES (NPT)
2024-05-16
Patent
Electronic Resource
English
Effects on Spoke Structure of Non-Pneumatic Tires by Finite Element Analysis
Springer Verlag | 2022
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