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WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis
Work
Year: 2021
Type: article
Abstract: Convolutional neural network (CNN), with the ability of feature learning and nonlinear mapping, has demonstrated its effectiveness in prognostics and health management (PHM). However, an explanation o... more
Source: IEEE Transactions on Systems Man and Cybernetics Systems
Authors Tianfu Li, Zhibin Zhao, Chuang Sun, Cheng Li, Xuefeng Chen +2 more
Institutions Xi'an Jiaotong University, Case Western Reserve University
Cites: 43
Cited by: 305
Related to: 10
FWCI: 34.36
Citation percentile (by year/subfield): 100
Topic: Machine Fault Diagnosis Techniques
Subfield: Control and Systems Engineering
Field: Engineering
Domain: Physical Sciences
Sustainable Development Goal Industry, innovation and infrastructure
Open Access status: green
Funders National Natural Science Foundation of China, Natural Science Basic Research Program of Shaanxi Province, Natural Science Basic Research Program of Shaanxi Province
Grant IDS 51705398, 2019JM-341, 2020JQ-042