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A Spacecraft Fault Diagnosis Method Based on Graph Attention Network and DDPG Algorithm
WANG Shuyi, XING Xiaoyu, LIU Lei, LIU Wenjing
2023, 49(4): 1-8. DOI: 10.3969/j.issn.1674-1579.2023.04.001
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Research on Time Series Fault Diagnosis Method Based on Unsupervised Learning
LIANG Qiujin, WANG Duo, WANG Shengjie, ZAHNG Tao
2023, 49(4): 9-19. DOI: 10.3969/j.issn.1674-1579.2023.04.002
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Life Prediction Method Based on Deviation Analysis of Fuel Calculation at the End of Satellite Life
SHI Lei, WANG Hao, LI Quanjun, LI Donglin, SUN Zhenjiang
2023, 49(4): 20-28. DOI: 10.3969/j.issn.1674-1579.2023.04.003
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Prediction of Bearing Residual Life Based on Bi-LSTM-Att Under State Partition
CHEN Dongnan, HU Changhua, ZHENG Jianfei, PEI Hong, ZHANG Jianxun, PANG Zhenan
2023, 49(4): 29-39. DOI: 10.3969/j.issn.1674-1579.2023.04.004
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Fault Knowledge Graph Construction Method for Spacecraft Based on Multi Source Heterogeneous Data
TANG Diyin, DING Yizhou, WANG Xuan, LIU Wenjing, WANG Shuyi, LALI Yuanjun
2023, 49(4): 40-49. DOI: 10.3969/j.issn.1674-1579.2023.04.005
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Satellite Fault Diagnosis Method Based on Federated Learning
ZHANG Xiuyun, LENG Jiajun, LIU Wenjing, LIU Da, ZONG Qun
2023, 49(4): 50-58. DOI: 10.3969/j.issn.1674-1579.2023.04.006
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Performance Driven Fault Detection for Quadrotor UAV Based on Transfer Learning
XUE shan, LI Linlin, QIAO Liang, DING Menglong
2023, 49(4): 59-66. DOI: 10.3969/j.issn.1674-1579.2023.04.007
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An Abnormal Detection Method of Rocket Power System Based on Improved Support Vector Machine
SUN Hao, CHENG Yuehua, JIANG Bin, LI Wenting
2023, 49(4): 67-75. DOI: 10.3969/j.issn.1674-1579.2023.04.008
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Spacecraft Data Anomaly Detection Technology Based on Transfer Learning
LIU Qie, SHANGGUAN Zizhuo, LI Jiaxi
2023, 49(4): 76-85. DOI: 10.3969/j.issn.1674-1579.2023.04.009
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Aero Engine Life Prediction Based on Multi Scale Temporal Convolutional Networks
LUO Shuyang, ZHOU Qi, HUANG Xufeng, WU Jinhong
2023, 49(4): 86-95. DOI: 10.3969/j.issn.1674-1579.2023.04.010
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Prediction Method of Spacecraft Health Status Based on Unsupervised Clustering and LSTM Networks Learning
LIANG Hanyu, LIU Chengrui, XU Heyu, LIU Wenjing, WANG Shuyi
2023, 49(4): 96-105. DOI: 10.3969/j.issn.1674-1579.2023.04.011
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Heterogeneous Federated Learning for Building Intelligent Operating Methods
YU Jia, NING Baoling, TAN Sixing, SU Xinmiao, LI Wenbo, LIU Chengrui, LIUWenjing
2023, 49(4): 106-118. DOI: 10.3969/j.issn.1674-1579.2023.04.012
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Remaining Useful Life Prediction of Lithium Batteries Based on Transformer Under the Dual Time Scales
GENG Xinyue, HU Changhua, ZHENG Jianfei, PEI Hong
2023, 49(4): 119-126. DOI: 10.3969/j.issn.1674-1579.2023.04.013
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