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Deep convolutional neural network based on self-distillation for tool wear recognition 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 卷号: 132, 页码: 12
作者:  Pan, Yi;  Hao, Ling;  He, Jianliang;  Ding, Kun;  Yu, Qiang;  Wang, Yulin
收藏  |  浏览/下载：13/0  |  提交时间：2024/03/27
Tool fault diagnosis  Mobile inspection robots  Self-distillation  Industry 4.0  Deep learning  
Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning 期刊论文
APPLIED INTELLIGENCE, 2024, 页码: 23
作者:  Liu, Jing-Jing;  Yao, Jie-Peng;  Liu, Jin-Hang;  Wang, Zhong-Yi;  Huang, Lan
收藏  |  浏览/下载：11/0  |  提交时间：2024/03/27
Missing time series data  Small samples  Imputation  Classification  Gradient penalized adversarial Multitasking  
Spatial Domain Image Fusion with Particle Swarm Optimization and Lightweight AlexNet for Robotic Fish Sensor Fault Diagnosis 期刊论文
BIOMIMETICS, 2023, 卷号: 8, 期号: 6, 页码: 20
作者:  Fan, Xuqing;  Deng, Sai;  Wu, Zhengxing;  Fan, Junfeng;  Zhou, Chao
收藏  |  浏览/下载：74/0  |  提交时间：2023/12/21
image fusion  lightweight AlexNet  particle swarm optimization  fault diagnosis  robotic fish  
3D printing in materials manufacturing industry: A realm of Industry 4.0 期刊论文
HELIYON, 2023, 卷号: 9, 期号: 9, 页码: 20
作者:  Tamir, Tariku Sinshaw;  Xiong, Gang;  Shen, Zhen;  Leng, Jiewu;  Fang, Qihang;  Yang, Yong;  Jiang, Jingchao;  Lodhi, Ehtisham;  Wang, Fei-Yue
收藏  |  浏览/下载：62/0  |  提交时间：2024/02/21
3D printing  Additive manufacturing  Closed-loop control  Machine learning  Industry 4.0  
Label propagation-based unsupervised domain adaptation for intelligent fault diagnosis 期刊论文
JOURNAL OF INTELLIGENT MANUFACTURING, 2023, 页码: 18
作者:  Wang, Huanjie;  Li, Yuan;  Bai, Xiwei;  Li, Jingwei;  Tan, Jie;  Liu, Chengbao
收藏  |  浏览/下载：81/0  |  提交时间：2023/11/17
Intelligent diagnosis  Rotating machinery  Label propagation  Subpopulation shift  Unsupervised domain adaptation  
Local Linear Generalized Autoencoder-Based Incipient Fault Detection for Electrical Drive Systems of High-Speed Trains 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 页码: 9
作者:  Cheng, Chao;  Ju, Yunfei;  Xu, Shuiqing;  Lv, Yisheng;  Chen, Hongtian
收藏  |  浏览/下载：57/0  |  提交时间：2023/11/17
Incipient fault  fault detection (FD)  manifold learning  generalized autocoder (GAE)  electrical drive systems  high-speed trains  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：150/57  |  提交时间：2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
Feature Clustering-Based Network for Industrial Process Diagnosis With Incremental Fault Types 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 11
作者:  Xu, Xinyao;  Xu, De
收藏  |  浏览/下载：26/0  |  提交时间：2023/11/17
~Catastrophic forgetting  fault diagnosis  feature clustering  incremental learning  network expansion  
Deep Gradient Learning for Efficient Camouflaged Object Detection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 92-108
作者:  Ge-Peng Ji;  Deng-Ping Fan;  Yu-Cheng Chou;  Dengxin Dai;  Alexander Liniger;  Luc Van Gool
Adobe PDF(5723Kb)  |  收藏  |  浏览/下载：7/1  |  提交时间：2024/04/23
Camouflaged object detection (COD)  object gradient  soft grouping  efficient model  image segmentation  
Metaverses-Based Parallel Oil Fields in CPSS: A Framework and Methodology 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 10
作者:  Wang, Xingxia;  Cheng, Xiang;  Lu, Jingwei;  Kwan, Oliver;  Li, Shixing;  Ping, Zhixing
收藏  |  浏览/下载：109/0  |  提交时间：2023/02/22
Artificial systems  computational experiments  and parallel executions (ACP) approach  Cyber-physical-social systems (CPSS)  digital workers  fault diagnosis  metaverses-based parallel oil fields  parallel systems