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Multi-scale entropy analysis of acoustic emission for gearbox fault severity classification.

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Title: Multi-scale entropy analysis of acoustic emission for gearbox fault severity classification.
Authors: Sánchez RV; Universidad Politécnica Salesiana, GIDTEC, Cuenca, 010105, Ecuador. rsanchezl@ups.edu.ec., Liu Y; Jiujiang Polytechnic University of Science and Technology, International Shipping Research Institute, Gongqing City, 332020, China.; Northeast Electric Power University, Department of Mechanical Engineering, Jilin, 132012, China., Qin H; Chongqing Technology and Business University, National Research Base of Intelligent Manufacturing Service, Chongqing, China.; Chongqing Micro-Vein Intelligent Technology Company, Chongqing, China., Cerrada M; Universidad Estatal de Milagro, Research Faculty, Milagro, 091050, Ecuador., Cabrera D; South China University of Technology, Mechanical and Automotive Engineering School, Guangzhou, 510641, China., Carrasquero E; Universidad Estatal de Milagro, Research Faculty, Milagro, 091050, Ecuador.; Universidad Estatal de Milagro, Sciences and Engineering Faculty, Milagro, 091050, Ecuador., Medina R; Universidad de los Andes, Engineering, CIBYTEL, Mérida, 5101, Venezuela.
Source: Scientific reports [Sci Rep] 2026 Feb 04; Vol. 16 (1). Date of Electronic Publication: 2026 Feb 04.
Publication Type: Journal Article
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Sánchez+RV%22">Sánchez RV</searchLink>; Universidad Politécnica Salesiana, GIDTEC, Cuenca, 010105, Ecuador. rsanchezl@ups.edu.ec.<br /><searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Jiujiang Polytechnic University of Science and Technology, International Shipping Research Institute, Gongqing City, 332020, China.; Northeast Electric Power University, Department of Mechanical Engineering, Jilin, 132012, China.<br /><searchLink fieldCode="AU" term="%22Qin+H%22">Qin H</searchLink>; Chongqing Technology and Business University, National Research Base of Intelligent Manufacturing Service, Chongqing, China.; Chongqing Micro-Vein Intelligent Technology Company, Chongqing, China.<br /><searchLink fieldCode="AU" term="%22Cerrada+M%22">Cerrada M</searchLink>; Universidad Estatal de Milagro, Research Faculty, Milagro, 091050, Ecuador.<br /><searchLink fieldCode="AU" term="%22Cabrera+D%22">Cabrera D</searchLink>; South China University of Technology, Mechanical and Automotive Engineering School, Guangzhou, 510641, China.<br /><searchLink fieldCode="AU" term="%22Carrasquero+E%22">Carrasquero E</searchLink>; Universidad Estatal de Milagro, Research Faculty, Milagro, 091050, Ecuador.; Universidad Estatal de Milagro, Sciences and Engineering Faculty, Milagro, 091050, Ecuador.<br /><searchLink fieldCode="AU" term="%22Medina+R%22">Medina R</searchLink>; Universidad de los Andes, Engineering, CIBYTEL, Mérida, 5101, Venezuela.
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  Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2026 Feb 04; Vol. 16 (1). <i>Date of Electronic Publication: </i>2026 Feb 04.
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        Value: 10.1038/s41598-026-37858-4
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