研究文章

基于三级转译与双循环机制的 AI 辅助摩托车造型设计方法

佳林 邹

4 卷, 9 期 (2026) 页码 13-15 开放存取

摘要

针对摩托车造型设计中品牌意图、视觉形式与工程约束衔接不足，以及生成式人工智能输出可控性和可解释性有限的问题，本文构建三级转译框架与生成—约束双循环机制。研究采用文献概念归纳、项目档案编码和回顾性案例映射，将设计信息组织为“战略与概念—风格与形式—体验与技术”三个层级，并以工程硬约束、语义一致性和设计质量构成递进式评价闸门。轻型电动踏板式摩托车案例说明，该框架可将任务书、提示结构、草图生成、设计师重绘和三维预演连接为可追溯流程。本文的结论限定为方法构建与案例说明，不对效率或创新性作因果推断。

关键词

摩托车造型；生成式人工智能；人机协同；三级转译；双循环

参考

DORST K, CROSS N. Creativity in the design process: Co-evolution of problem-solution[J]. Design Studies, 2001, 22(5): 425-437.

GERO J S, KANNENGIESSER U. The situated function-behaviour-structure framework[J]. Design Studies, 2004, 25(4): 373-391.

VERGANTI R, VENDRAMINELLI L, IANSITI M. Innovation and design in the age of artificial intelligence[J]. Journal of Product Innovation Management, 2020, 37(3): 212-227.

SHNEIDERMAN B. Human-centered artificial intelligence: Reliable, safe & trustworthy[J]. International Journal of Human-Computer Interaction, 2020, 36(6): 495-504.

FURTADO L S, SOARES J B, FURTADO V. A task-oriented framework for generative AI in design[J]. Journal of Creativity, 2024, 34(2): 100086.

WU Y, MA L, YUAN X, et al. Human-machine hybrid intelligence for the generation of car frontal forms[J]. Advanced Engineering Informatics, 2023, 55: 101906.

LAI H, WU Z, ZHANG X, et al. A method for product appearance design evaluation based on heterogeneous data[J]. Advanced Engineering Informatics, 2023, 57: 102089.

WIŃSKI K, PIECHNA A. Comprehensive CFD aerodynamic simulation of a sport motorcycle[J]. Energies, 2022, 15(16): 5920.

RAFI M, PUTRI Y H, MUSLIM E, et al. Analysis of motorcycle design toward female rider based on posture evaluation index in virtual environment[J]. IOP Conference Series: Materials Science and Engineering, 2020, 1003: 012080.

冯玉泉. AIGC在工业设计上的应用与思考[J]. 包装工程, 2024, 45(8): 337-345.

Refbacks

  • 当前没有refback。
版权所有（c）2026 佳林 邹
Creative Commons License
此作品已接受知识共享署名-非商业性使用 4.0国际许可协议的许可。