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知识驱动的航空产品焊接工艺规范结构模型构建

Construction of structural model for welding process specification of aviation products based on knowledge-driven

  • 摘要: 为实现航空焊接产品性能、可靠性与经济性的综合优化,解决传统工艺规范制定中经验依赖强、稳定性差、缺乏量化设计的难题,开展了基于知识驱动与权衡设计的工艺规范构建方法. 突破了以经验为核心的范式,提出了一个集结构、技术要素、语义三位一体的焊接工艺规范结构模型,实现了工艺知识的形式化封装与数字化赋能. 同时,创立了融合工艺试验矩阵(design of experiments,DOE) 与统计过程控制(statistical process control,SPC)的规范验证方法,通过离散度与过程能力指数的量化分析,实现了关键工艺参数阈值的科学固化. 实例应用表明,该方法为航空产品焊接工艺规范的知识化与标准化提供了系统的理论模型与支撑,有效促进了工艺设计从经验驱动向知识驱动的转变.

     

    Abstract: To achieve comprehensive optimization of performance, reliability, and economy of aviation welding products and address the challenges of strong reliance on experience, poor stability, and lack of quantitative design in traditional process specification formulation, a construction method of process specification based on knowledge-driven and trade-off design was developed. By breaking through the experience-centric paradigm, a three-in-one structural model of welding process specification integrating structure, technical elements, and semantics was proposed, which achieved the formal encapsulation and digital empowerment of process knowledge. Meanwhile, a specification verification method integrating design of experiments(DOE) and statistical process control(SPC) was established. Through the quantitative analysis of dispersion and process capability index, the scientific solidification of key process parameter thresholds was realized. Case application shows that this method provides a systematic theoretical model and support for the intellectualization and standardization of welding process specification of aviation products, effectively promoting the transition of process design from being experience-driven to being knowledge-driven.

     

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