A Lifelong Learning Method for Gearbox Diagnosis With Incremental Fault Types-Reference-Cited by-同舟云学术

A Lifelong Learning Method for Gearbox Diagnosis With Incremental Fault Types

Published:2022 Issue: Volume:71 Page:1-10
ISSN:0018-9456
Container-title:IEEE Transactions on Instrumentation and Measurement
language:
Short-container-title:IEEE Trans. Instrum. Meas.

Author:

Chen Bojian¹^ORCID,Shen Changqing¹^ORCID,Wang Dong²^ORCID,Kong Lin³^ORCID,Chen Liang¹^ORCID,Zhu Zhongkui¹^ORCID

Affiliation:

1. School of Rail Transportation, Soochow University, Suzhou, China

2. State Key Laboratory of Mechanical System and Vibration and the Department of Industrial Engineering and Management, Shanghai Jiao Tong University, Shanghai, China

3. Chang Guang Satellite Technology Company Ltd., Changchun, China

Funder

National Natural Science Foundation of China

Research Project of State Key Laboratory of Mechanical System and Vibration, Shanghai Jiaotong University

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Link

http://xplorestaging.ieee.org/ielx7/19/9717300/09780125.pdf?arnumber=9780125

Reference24 articles.

1. iCaRL: Incremental Classifier and Representation Learning

2. Class-incremental learning: Survey and performance evaluation on image classification;masana;arXiv 2010 15277,2020

3. Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

4. Metric-based meta-learning model for few-shot fault diagnosis under multiple limited data conditions

5. Learning a Unified Classifier Incrementally via Rebalancing

Cited by 28 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Reserving embedding space for new fault types: A new continual learning method for bearing fault diagnosis;Reliability Engineering & System Safety;2024-12

2. Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments;Advanced Engineering Informatics;2024-10

3. A new feature boosting based continual learning method for bearing fault diagnosis with incremental fault types;Advanced Engineering Informatics;2024-08

4. Prognostics and health management for predictive maintenance: A review;Journal of Manufacturing Systems;2024-08

5. Automated Design of Fault Diagnosis CNN Network for Satellite Attitude Control Systems;IEEE Transactions on Cybernetics;2024-07