IEEE - Institute of Electrical and Electronics Engineers, Inc. - Research of Bearing Fault Diagnosis Method Based on Multi-Layer Extreme Learning Machine Optimized by Novel Ant Lion Algorithm

Author(s): Likang Zheng ; Zhijian Wang ; Zeyang Zhao ; Junyuan Wang ; Wenhua Du
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2019
Volume: 7
Page(s): 89,845 - 89,856
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2019.2926348
Regular:

In this paper, a novel bearing fault diagnosis method based on multi-layer extreme learning machine (MELM) optimized by the novel ant lion algorithm (NALO) is proposed. First, using permutation... View More

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