Extensible and displaceable hyperdisk based classifier for gear fault intelligent diagnosis

作者：

Highlights：

• Extensible and displaceable hyperdisk based classifier is proposed and applied to gear fault diagnosis.

• Multiscale fuzzy distribution entropy is proposed for feature extraction in gear fault diagnosis.

• A gear fault diagnosis method based on extensible and displaceable hyperdisk based classifier is proposed.

• Comparative experiments with existing methods verify the superiority of the proposed method.

摘要

•Extensible and displaceable hyperdisk based classifier is proposed and applied to gear fault diagnosis.•Multiscale fuzzy distribution entropy is proposed for feature extraction in gear fault diagnosis.•A gear fault diagnosis method based on extensible and displaceable hyperdisk based classifier is proposed.•Comparative experiments with existing methods verify the superiority of the proposed method.

论文关键词：Gear fault,Intelligent diagnosis,Extensible and displaceable hyperdisk,Multiscale fuzzy distribution entropy

论文评审过程：Received 14 January 2020, Revised 28 May 2020, Accepted 9 July 2020, Available online 10 July 2020, Version of Record 14 July 2020.

论文官网地址：https://doi.org/10.1016/j.knosys.2020.106250