An Intelligent Fault Diagnostic Method Based on 2D-gcForest and <i>L</i>${}_{\text{2,p}}$-PCA Under Different Data Distributions-Reference-Cited by-同舟云学术

An Intelligent Fault Diagnostic Method Based on 2D-gcForest and L${}_{\text{2,p}}$-PCA Under Different Data Distributions

Published:2022-10 Issue:10 Volume:18 Page:6652-6662
ISSN:1551-3203
Container-title:IEEE Transactions on Industrial Informatics
language:
Short-container-title:IEEE Trans. Ind. Inf.

Author:

Chen Jiayu¹^ORCID,Cui Jingjing²^ORCID,Lin Cuiying¹,Ge Hongjuan¹

Affiliation:

1. College of Civil Aviation, Civil Aviation Key Laboratory of Aircraft Health Monitoring and Intelligent Maintenance, Nanjing University of Aeronautics and Astronautics, Nanjing, China

2. System Design Institute of Mechanical-Electrical Engineering, Beijing, China

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Information Systems,Control and Systems Engineering

Link

http://xplorestaging.ieee.org/ielx7/9424/9828547/09760213.pdf?arnumber=9760213

Reference31 articles.

1. Intelligent Fault Diagnosis Under Varying Working Conditions Based on Domain Adaptive Convolutional Neural Networks

2. A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox

3. A novel deep learning based fault diagnosis approach for chemical process with extended deep belief network

4. A survey of swarm and evolutionary computing approaches for deep learning

5. A method of anomaly detection and fault diagnosis with online adaptive learning under small training samples

Cited by 8 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. Remaining useful life prediction with uncertainty quantification based on multi-distribution fusion structure;Reliability Engineering & System Safety;2024-11

2. A Decision Fusion SWT-RF Method for Rolling Bearing Enhanced Diagnosis Under Low-Quality Data;IEEE Transactions on Instrumentation and Measurement;2024

3. Interpretable data-augmented adversarial variational autoencoder with sequential attention for imbalanced fault diagnosis;Journal of Manufacturing Systems;2023-12

4. Segmented Prediction Model of Lithium-ion Battery Remaining Useful Life Based on LSTM and SVR;2023 6th International Conference on Intelligent Robotics and Control Engineering (IRCE);2023-08-04

5. A novel remaining useful life prediction method for lithium-ion battery based on long short-term memory network optimized by improved sparrow search algorithm;Journal of Energy Storage;2023-05