Work

Applications of machine learning to machine fault diagnosis: A review and roadmap

Year: 2020

Type: article

Source: Mechanical Systems and Signal Processing

DOI: 10.1016/j.ymssp.2019.106587

Authors: Yaguo Lei, Bin Yang, Xinwei Jiang, Feng Jia, Naipeng Li, Asoke K. Nandi

Institutions: Xi'an Jiaotong University, Brunel University of London

Language: English

Topic: Machine Fault Diagnosis Techniques

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: green

Funders: National Natural Science Foundation of China, Ministry of Science and Technology of the People's Republic of China, National Natural Science Foundation of China-Zhejiang Joint Fund for the Integration of Industrialization and Informatization

Awards: G2529385970, G4213328838, G5775067451, G8921121008

OpenAlex ID: W2998506103

FWCI: 147.5

Cites: 443

Cited by: 3,087

Related to: 10