AI-assisted Sinking: Generative Forms to Dapping Dies
AI 辅助下凹造型：生成式设计到窝模
标签：AI 设计, 生成式, 数控窝模, 参数化
生成式 AI 可加速异形下凹的前期设计：把器型关键词与硬约束（口径、深度、拔模角 ≥3°）输入生成工具，一次产出 20–30 个曲面方案；选定后用 Grasshopper 等参数化软件展开坯料轮廓，并直接输出 CNC 铝质窝模（留 0.3 mm 抛光余量）或树脂打印模（适合 ≤50 次的小批试产）。设计师仍须手工验证延展路径与退火节奏——AI 负责给形，金属的流动规律仍归匠人判断。
Generative AI speeds up the front end of irregular sinking: feed form keywords with hard constraints (mouth diameter, depth, draft ≥3°) and the tool returns 20–30 surface options; the chosen form is unfolded in parametric Grasshopper and output straight to a CNC aluminium die (0.3 mm polish allowance) or a resin-printed die good for ≤50 test strikes. The designer still verifies stretch paths and anneal rhythm by hand—AI proposes the shape; the metal's flow belongs to the smith.