Research on Fault Diagnosis iagnosis Based on BP BP-SOM Hybrid ybrid Algorithms lgorithms for NC machine

摘要：

NC machines are more and more widely used in manufacturing industry. As the ke key equipments in the factory, NC machines should be closely monitored to avoid faults. Therefore, the research on multi multi-function diagnosis based on BP BP-SOM is discussed for NC machine in the paper paper. Taking the precision data as the basi basic data for diagnosis, t the research used BP and SOM algorithms he to build up diagnosis models. As a result, the research has accomplished the diagnosing process and acquires good simulation output, which resembles with the real fact.

关键词： NC machine BP SOM fault diagnos diagnosis is precision

作者: DENG Chao DONG Wenlong WANG ANG Yuanhang XIONG Yao

作者单位: State Key Laboratory of Digital Manufacturing Equipment and Technology Technology, Huazhong Universi State Key Laboratory of Digital Manufacturing Equipment and Technology Technology, Huazhong Universi

会议类型: 国际会议

会议名称: 第三届产品开发与可靠性进展国际会议

会议地点: 武汉

会议语种:英文

页码: 32-37

在线出版日期: 2012-07-29（万方平台首次上网日期，不代表论文的发表时间）