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| 创成式人工智能技术在轮胎花纹设计中的应用 |
| Application of Creative Artificial Intelligence Technology in Tire Pattern Design |
| Received:January 04, 2025 Revised:January 04, 2025 |
| DOI： |
| 中文关键词: 轮胎；创成式AI技术；花纹设计；设计流程 |
| 英文关键词: tire；creative AI technology；pattern design；design process |
| 基金项目: |
| 中图分类号: |
| Author Name | Affiliation | | ZHAO Yong | Shandong Fengyuan Tire Manufacturing Co.，Ltd | | QU Dongshan | Shandong Fengyuan Tire Manufacturing Co.，Ltd | | CHEN Qiang | Shandong Fengyuan Tire Manufacturing Co.，Ltd | | NING Weiming | Shandong Fengyuan Tire Manufacturing Co.，Ltd | | ZHENG Tao | Shandong Fengyuan Tire Manufacturing Co.，Ltd |
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| 中文摘要: |
| 研究创成式人工智能（AI）技术在轮胎花纹设计中的创新应用，以期通过先进的AI算法生成具有高性能的新型轮胎花纹，解决传统设计方法效率低、成本高和创新力不足的问题。本研究提出1套完整的基于创成式AI的设计流程，包括数据收集与处理、AI模型选择与构建、模型训练与优化等，确保设计过程的科学性和有效性；同时利用此技术成功创建出多款具备优良排水性能、耐磨性能和抓着性能的新型轮胎花纹。 |
| 英文摘要: |
| The innovative application of creative artificial intelligence（AI） technology in tire pattern design was studied，in order to generate high-performance new tire patterns through advanced AI algorithms，and solve the problems of low efficiency，high cost and insufficient innovation in traditional design methods.This study proposed a complete design process based on creative AI，including data collection and processing，AI model selection and construction，model training and optimization，ensuring the scientificity and effectiveness of the design process.Simultaneously，utilizing this technology，multiple new tire patterns with excellent drainage，wear resistance and grip performance had been successfully created. |
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