西安理工大学学报2016,Vol.32Issue(3):265-270,6.DOI:10.19322/j.cnki.issn.1006-4710.2016.03.003
基于多色集合的数控机床故障诊断模型构建与推理方法
Modeling and reasoning method of fault diagnosis of CNC machine tools based on polychromatic sets
摘要
Abstract
The faults of CNC machine tools have the complex characteristics of hierarchy and cor-relation.It’s an important process of fault diagnosis of CNC machine tools to establish and rea-son a formal structure model of fault diagnosis.Based on polychromatic sets theory,a formal modeling and reasoning method of fault diagnosis for CNC machine tools was proposed.The basic concepts of polychromatic sets (PS)were introduced and a PS-based hierarchical structure model of fault diagnosis for CNC machine tools was established.On the basis of the element,individual pigmentation and unified pigmentation,the structure model of fault diagnosis for CNC machine tools is described formally from horizontal and vertical direction.The reasoning algorithm of fault diagnosis model for CNC machine tools was proposed,and the top-down of fault diagnosis model was reasoned automatically.Finally,the fault model of tool carrier system is used as an example to illustrate the correctness and feasibility of the proposed theory and method.关键词
多色集合/数控机床/故障诊断/建模与推理/刀架系统Key words
polychromatic sets/numerical control machine tool/fault diagnosis/modeling and reasoning/tool carrier system分类
机械制造引用本文复制引用
高新勤,张艳平,杨明顺,李言,王一珺..基于多色集合的数控机床故障诊断模型构建与推理方法[J].西安理工大学学报,2016,32(3):265-270,6.基金项目
国家自然科学基金资助项目(51575443);陕西省教育厅重点实验室科学研究资助项目(16JS075);西安理工大学青年科技创新团队建设资助项目 ()