State recognition of motor pump based on multimodal homologous features and XGBoost

2021 IEEE International Conference on Manipulation, Manufacturing and Measurement on the Nanoscale (3M-NANO)(2021)

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Abstract
Nowadays, state monitoring on industrial equipment attract extensive attention of machinery field. While the sufficient study of the intelligent state recognition of the motor pump operating state in complex operation states is still in need. A motor pump state recognition algorithm based on multimodal homologous features combined with the eXtreme Gradient Boosting (XGBoost) model is proposed. For...
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Key words
State recognition,Multimodal homologous features,eXtreme Gradient Boosting,Intelligent diagnosis
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