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Generalized sparse filtering for rotating machinery fault diagnosis |
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| Authors: | Cheng Chun Hu Yan Wang Jinrui Liu Haining Pecht Michael |
| Affiliation: | 1.School of Mechatronic Engineering, Jiangsu Normal University, Xuzhou, 221116, China ;2.Department of Mechanical Engineering, CALCE, Center for Advanced Life Cycle Engineering, University of Maryland, College Park, MD, 20740, USA ;3.College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao, 266590, China ;4.School of Electrical Engineering, University of Jinan, Jinan, 250022, China ; |
| Abstract: | The Journal of Supercomputing - This paper develops generalized sparse filtering (GSF) by applying general norm normalization to improve the feature learning ability. A rotating machinery fault... |
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