On the basis of CMAC-PDM (Pattern Discrimination Model) , a novel algorithmof CMAC for monitoring machine degradation is proposed in this paper. The output of CMAC with thenovel algorithm represents the state of a mac...On the basis of CMAC-PDM (Pattern Discrimination Model) , a novel algorithmof CMAC for monitoring machine degradation is proposed in this paper. The output of CMAC with thenovel algorithm represents the state of a machine and PDM is not needed. The principle was explainedby analyzing the modified mapping process of CMAC. The novel CMAC is applied to a tool conditionmonitoring system and two methodologies (novel CMAC and CMAC-PDM) are compared. The results provethat the novel algorithm is feasible and its computational complexity is reduced significantly.展开更多
文摘On the basis of CMAC-PDM (Pattern Discrimination Model) , a novel algorithmof CMAC for monitoring machine degradation is proposed in this paper. The output of CMAC with thenovel algorithm represents the state of a machine and PDM is not needed. The principle was explainedby analyzing the modified mapping process of CMAC. The novel CMAC is applied to a tool conditionmonitoring system and two methodologies (novel CMAC and CMAC-PDM) are compared. The results provethat the novel algorithm is feasible and its computational complexity is reduced significantly.
