基于核极限学习机自编码器的转盘轴承寿命状态识别

潘裕斌,王华,陈捷,洪荣晶

Life condition recognition of slewing bearing based on kernel extreme learning machine based auto-encoder

Yu-bin PAN,Hua WANG,Jie CHEN,Rong-jing HONG

表 2 多领域特征下不同优化算法的寿命识别结果

Tab.2 Life condition recognition result of different optimization algorithm under multi-domain features

模型 P/% tT/s MFO-MLKELM-AE 99.5 13.596 PSO-MLKELM-AE 99.0 13.796 GA-MLKELM-AE 99.5 14.920 BA-MLKELM-AE 98.5 20.414 MLKELM-AE 90.5 0.124