| 马梓健*,苏炼*,封森文*,姚鑫骅**,徐月同**,白洪华***.基于知识图谱的数控滚齿加工工艺方案的决策方法[J].高技术通讯(中文),2026,36(1):101~110 |
| 基于知识图谱的数控滚齿加工工艺方案的决策方法 |
| Decision making method for CNC gear hobbing process based on knowledge graphs |
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| DOI：10. 3772 / j. issn. 1002 - 0470. 2026. 01. 009 |
| 中文关键词: 数控滚齿加工； 工艺方案决策； 知识图谱 |
| 英文关键词: computer numerical control gear hobbing, process scheme decision-making, knowledge graph |
| 基金项目: |
| 作者 | 单位 | | 马梓健* | (*浙江大学全省增材制造技术与装备重点实验室杭州 310027)
（**浙江先端数控机床技术创新中心有限公司台州 317503）
（***浙江振兴阿祥集团有限公司湖州 313008） | | 苏炼* | | | 封森文* | | | 姚鑫骅** | | | 徐月同** | | | 白洪华*** | |
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| 中文摘要: |
| 对于数控（computer numerical control，CNC）滚齿加工的工艺设计，传统的决策方法依赖于工艺人员的经验和知识，缺少对工艺知识的有效组织和管理，导致在工艺方案制订中难以实现知识的共享和重用。本文提出了一种基于知识图谱的数控滚齿加工工艺方案决策方法，设计了滚齿加工中规则类、实例类和资源类知识的表征方法及计算机描述方法，在此基础上构建了完整的数控滚齿加工工艺知识图谱，并基于知识图谱实现了加工工艺方案的快速、高质量智能决策。滚齿工艺设计实例验证了方法的有效性。 |
| 英文摘要: |
| For the process design of computer numerical control (CNC) gear hobbing, the traditional decision-making methods rely on the experience and knowledge of process technicians, lacking effective organization and management of process knowledge, which makes it difficult to achieve knowledge sharing and reuse in the formulation of process schemes. This paper proposes a decision-making method for CNC gear hobbing process schemes based on knowledge graphs. The representation methods and computer description methods of rule-based, instance-based and resource-based knowledge in gear hobbing are designed. On this basis, a complete knowledge graph of CNC gear hobbing process is constructed. Using this graph rapid and high-quality intelligent decision-making of processing schemes is achiered. The example of gear hobbing process design verifies the effectiveness of the method. |
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