刘大同

期刊论文

1. Yuhang Du, Yuchen Song, Datong Liu (2026). A state of health estimation method for series-connected lithium-ion battery packs: From narrow interval estimation to exact point matching. Journal of Energy Storage.DOI
2. Yue Wang, Shengwei Meng, Yuchen Song, Datong Liu (2026). CSIR-Net: a continuous spatio-temporal information redundancy network based on structural priors for satellite telemetry data reliability enhancement. Reliability Engineering & System Safety.DOI
3. Yuwei Qiao, Datong Liu, Liansheng Liu, Yu Peng (2026). Improving Phase Difference Estimation by Optimizing the Condition Number. IEEE Transactions on Instrumentation and Measurement.DOI
4. Runze Yu, Xiyuan Peng, Datong Liu (2026). Gray-Box Behavior Modeling of Non-Ideal Time-Interleaved Pipelined Analog-to-Digital Converter. IEEE Transactions on Instrumentation and Measurement.DOI
5. Yafei Xu, Peihan Li, Haoli Ma, Datong Liu (2026). Physics induced interpretable sparse unrolling network for precise terahertz thickness measurement in composites. Advanced Engineering Informatics.DOI
6. Chuanxiang Wang, Silin Guo, Benkuan Wang, Bo Chen, Ting Yang, Datong Liu (2026). SIVR-VIF: System-Level Source-End Inertial Measurement Unit and Visual Reconstruction for Visual–Inertial Fusion. IEEE Systems Journal.DOI
7. Yuhang Du, Datong Liu, Yuchen Song (2026). Remaining useful life prediction of lithium-ion battery packs using prior cell degradation and limited pack-level data. Energy.DOI
8. Yuan Wang, Benkuan Wang, Jinhan Chen, Datong Liu (2026). A UAV swarm formation phase identification method based on knowledge-guided spatiotemporal representation. Expert Systems with Applications.DOI
9. Yafei Xu, Peihan Li, Xin He, Yuqing Cui, Xiyuan Peng, Datong Liu, Liuyang Zhang (2026). Physics informed terahertz multi-label dual adversarial network for intelligent identification of composite overlapping defects under variable testing conditions. Mechanical Systems and Signal Processing.DOI
10. Pengming Wang, Liansheng Liu, Yuchen Song, Yinghao Guan, Dan Lu, Datong Liu (2026). State estimation for low earth orbit satellite constellations using dynamic graph neural networks. Expert Systems with Applications.DOI
11. Pengming Wang, Liansheng Liu, Liansheng Liu, Yuchen Song, Datong Liu, Datong Liu (2026). Spatiotemporal feature construction and enhancement for incipient faults in satellite power system. Aerospace Science and Technology.DOI
12. Yuchen Song, Xinyi Zhang, Yuhang Du, Shumei Cui, Datong Liu (2026). Uncertainty-oriented collaborative learning for on-orbit state-of-health estimation of satellite lithium-ion batteries considering multi-operating conditions. Applied Energy.DOI
13. Boxun Qi, Xiaowen Zha, Yuan Wang, Datong Liu (2026). An Informer-Based Multi-step Prediction Method for Aero-Engine Condition Monitoring. Lecture notes in mechanical engineering.DOI
14. Lanxiang Liu, Wenyu Lin, Wenying Yang, Fabin Mei, Datong Liu, Enrico Zio (2026). Contact Bounce Suppression and Multi-Objective Robust Optimization of Dynamic Performance in Electromagnetic Relays. IEEE Transactions on Components Packaging and Manufacturing Technology.DOI
15. Tao Liu, Bo Chen, Benkuan Wang, Datong Liu (2025). MDOFusion: A visible and infrared image fusion method based on multi-dimensional quantification allocation and dual optimization mechanism. Expert Systems With Applications, Vol. 280.DOI
16. 刘大同，严如强，苗强，王冬（2025）. 跨界赋能，探索大模型在测量与仪器中的融合应用与系统创新. 《仪器仪表学报》.
17. Peihan Li, Datong Liu, Xingyu Wang, Yuqing Cui, Liuyang Zhang, Yafei Xu (2025). Physics inspired sparse deconvolution network for dispersion compensation of terahertz wave. Mechanical Systems and Signal Processing.DOI
18. Shaobo Ding, Maowei Zhang, Datong Liu, Jun Liang (2025). DCR-YOLO: An enhanced anti-UAV detection method based on triple collaborative optimization strategy. Aerospace Science and Technology.DOI
19. Zhuo Li, Yuchen Song, Datong Liu (2025). Uncertainty Quantification of Success Rate of UAV Autonomous Navigation Mission Based on Multi-Scale Entropy Fusion. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
20. Chang Liu, Datong Liu, Huizhen Hua, Yafei Xu (2025). A Novel Unsupervised Terahertz High-Resolution Imaging Framework for Composite Internal Defects. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
21. Peihan Li, Datong Liu, Hua Zhang, Yafei Xu (2025). Dispersion Suppression and Compensation Strategy of Terahertz Wave in Single and Multiple Layer Structures Based on U-Net with Residual Blocks. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
22. Xinyi Zhang, Feiran Xu, Mo -L Ge, Pengchao Zou, Yuchen Song, Datong Liu (2025). Fusion of Liquid Neural Networks and Multi-Head Attention for State of Health Estimation of Lithium-ion Battery Packs. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
23. Peihan Li, Datong Liu, H. Y. Zhang, Yafei Xu (2025). A Novel Dispersion Compensation Framework for High-Resolution Measurement of Terahertz Wave in Structural Health Monitoring. Global Reliability and Prognostics and Health Management Conference (PHM).DOI
24. Jiayu Sun, Yuchen Song, Datong Liu (2025). Anomaly Detection in Time Series via Correlation-Guided Feature Reduction and Residual Distribution Characterization. Global Reliability and Prognostics and Health Management Conference (PHM).DOI
25. Chang Liu, Datong Liu, Huizhen Hua, H. T. Zhang, Yafei Xu (2025). Label-free Autonomous Terahertz damage identification and imaging in composites using Spectral Clustering-guided ResNet. Global Reliability and Prognostics and Health Management Conference (PHM).DOI
26. Guangyuan Zeng, Yuhang Du, Yuchen Song, Datong Liu, Yu Peng (2025). Stress-informed transfer learning: Accelerated battery life evaluation model across diverse operating conditions and cell mechanisms. Energy and AI.DOI
27. Yingqi Wang, Yuchen Song, Datong Liu (2025). PIAN: A physics-informed assimilation neural network for temporal super-resolution reconstruction of sensor data in satellite attitude control system. Advanced Engineering Informatics.DOI
28. Zhou Su, Chuanjin Han, Shouqiang Kang, Datong Liu (2025). CNN-BisLSTM-Attention: A Hybrid Prediction Model for Key Parameters of Aero-Engines.DOI
29. Maowei Zhang, Datong Liu, Lulu Wang, Shengwei Meng, Xichen He (2025). Comparative Study of Different Intelligent Algorithms in APU Rotor Blade Sorting. International Symposium on Sensors, Mechatronics, and Automation System (ISSMAS).DOI
30. Yingqi Wang, Yuchen Song, Runze Yu, Shengwei Meng, Yu Peng, Datong Liu (2025). Spacecraft sensor data reliability improvement based on spatio-temporal information fusion model. Microelectronics Reliability.DOI
31. Shouqiang Kang, Chuanjin Han, Benkuan Wang, Yuan Wang, Datong Liu (2025). Similarity Augmented Incremental Learning-Based Flight Data Anomaly Detection Method for UAV Dynamic Conditions. IEEE Sensors Journal.DOI
32. Yafei Xu, Xin He, Xingyu Wang, Hua Zhang, Hua Zhang, Xiyuan Peng, Datong Liu, Liuyang Zhang (2025). Physics induced terahertz time-of-flight compensation method for accurate thickness measurement and full-field imaging of damage in composite. Mechanical Systems and Signal Processing.DOI
33. Xiaolei Liu, Liansheng Liu, Lulu Wang, Xiyuan Peng, Datong Liu (2025). Performance Assessment of APU Based on Degradation Enhancement With On-Wing Sensing Data. IEEE Sensors Journal.DOI
34. Yuhang Du, Yuchen Song, Guangyuan Zeng, Yu Peng, Datong Liu (2025). Series-Connected Lithium-Ion Battery Packs’ Self-Adaptive SOH Estimation via Inconsistency Representation Optimization. IEEE Transactions on Instrumentation and Measurement.DOI
35. Zhou Su, Datong Liu, Na Wang, Benkuan Wang (2025). Flight Data-Enabled Refined Anomaly Assessment of Unmanned Aerial Vehicles in Variable Trajectory Scenarios. IEEE Transactions on Instrumentation and Measurement.DOI
36. Lin Yang, Xiyuan Peng, Kai Zhong Guo, Datong Liu (2025). MSFE-AD: Multiscale Feature-Enhanced Early Satellite Sensor Data Anomaly Detection Based on Rare Boundary Samples. IEEE Transactions on Instrumentation and Measurement.DOI
37. Xinyi Zhang, Yuhang Du, Yuchen Song, Datong Liu (2025). SOH uncertainty estimation for lithium-ion battery packs based on cell inconsistency. IET conference proceedings..DOI
38. Yuan Wang, Benkuan Wang, Datong Liu, Wenjuan Wang, Tao Peng (2025). A Modeling Method for Adaptively Evaluating Flight Effectiveness of Autonomous UAV. Lecture notes in electrical engineering.DOI
39. Shengmin Ai, Zhibo Zhao, Yilin Liu, Datong Liu (2025). Scenario Optimization Generation and Testing Method for Airborne Object Detection Algorithm. Lecture notes in electrical engineering.DOI
40. Yilin Liu, Zhibo Zhao, Huailin Zhang, Datong Liu (2025). Heterogeneous Fusion Computing Platform and Task Allocation Method for Intelligent Missions of UAVs. Lecture notes in electrical engineering.DOI
41. Lin Yang, Xiyuan Peng, Yuchen Song, Datong Liu (2025). Deep Multi-level Anomaly Detection Approach for Spacecraft Telemetry Data. IFAC-PapersOnLine.DOI
42. 孙家正，宋宇晨，崔展博，李桢煜，王智鹏，刘大同（2024）. 基于长时间尺度特性建模优化的飞行器遥测数据集合异常检测方法. 《仪器仪表学报》.DOI
43. 李桢煜，宋宇晨，彭喜元，刘大同（2024）. 基于对比序列重构的卫星遥测数据异常检测方法. 《仪器仪表学报》.DOI
44. 杨挺，王媛，王瑛琪，宋宇晨，刘大同（2024）. 基于时空关联的飞控传感器数据异常检测. 《仪器仪表学报》.DOI
45. 王盟，赵光权，刘大同，彭喜元（2024）. 卫星电源系统的数字伴飞建模方法. 《仪器仪表学报》.DOI
46. 刘大同（2024）. 锂离子电池状态监测与状态估计.
47. Pengming Wang, Liansheng Liu, Yuchen Song, Zhidong Li, Liu Datong (2024). A model-driven dual-derivation framework for quantitative fault detection in satellite power system. Advanced Engineering Informatics.DOI
48. Yingqi Wang, Yuchen Song, Shengwei Meng, Liu Datong (2024). Self-Adaptive Reconstruction of Spacecraft Irregular Sampling Telemetry Data Based on Neural Ordinary Differential Equation. 2022 IEEE 20th International Conference on Industrial Informatics (INDIN).DOI
49. Xuehao Han, Su Zhou, Boxun Qi, Benkuan Wang, Datong Liu, Peng Yu (2024). An EGTM-Based RUL Prediction Method for Auxiliary Power Unit of Aircraft. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
50. Zhilin Li, Yingqi Wang, Weiqi Zhang, Yuchen Song, Datong Liu (2024). Operational Safety Prediction of Unmanned Systems Based on Trajectory Planning. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
51. GuiWu Rong, Yilin Liu, Benkuan Wang, Datong Liu (2024). Design of ZYNQ-Based Airborne Flight Data Acquisition Unit. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
52. Lifeng Xi, Shengwei Meng, Dawei Pan, Yuchen Song, Datong Liu, Xiyuan Peng (2024). Anomaly Detection of MIL-STD-1553 Word Types Based on LSTM. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
53. Yuhang Du, Cong Hu, Ruichen Ni, Yuchen Song, Datong Liu (2024). Method for Obtaining Battery Pack Health Index Based on Cell Discharge Interval Differences. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
54. Yuhang Du, Yuchen Song, Datong Liu (2024). Degradation modeling of serial space lithium-ion battery pack based on online inconsistency representation parameters. Journal of Power Sources.DOI
55. Maowei Zhang, Datong Liu, Yongmeng Liu (2024). Recent progress in precision measurement and assembly optimization methods of the aero-engine multistage rotor: A comprehensive review. Measurement.DOI
56. Wenxiang Wu, Bo Chen, Datong Liu (2024). Simulation of UAV-Based Indoor Mapping for Multi-Story Building Using a RGB-D SLAM Solution. IEEE International Instrumentation and Measurement Technology Conference.DOI
57. Runze Yu, Xiyuan Peng, Datong Liu (2024). TIADC Digital Calibration Based on apFFT Phase Measurement. IEEE International Instrumentation and Measurement Technology Conference.DOI
58. Tao Liu, Bo Chen, Benkuan Wang, Datong Liu (2024). An Improved Image Stitching Method Based on Vision-Inertial Fusion. IEEE International Instrumentation and Measurement Technology Conference.DOI
59. Yuwei Qiao, Yu Peng, Liansheng Liu, Datong Liu (2024). A multi-frequency phase difference estimation algorithm with time-frequency analysis. IEEE International Instrumentation and Measurement Technology Conference.DOI
60. Yafei Xu, Yuqing Cui, Xiyuan Peng, Datong Liu, Liuyang Zhang (2024). Terahertz Automatic Localization and Imaging for Multiscene Delamination Damages of Composites Using Multilabel Attention Fusion Network. IEEE Transactions on Instrumentation and Measurement.DOI
61. Zhou Su, Boxun Qi, Benkuan Wang, Datong Liu (2024). A Transformer-Based Condition Monitoring Method for UAV. Lecture notes in electrical engineering.DOI
62. Maowei Zhang, Xichen He, Zhongshen Dong, Lulu Wang, Datong Liu (2024). Unbalance Error Compensation Method of Aircraft APU Turbine Rotor Based on Blade Sorting. IEEE Transactions on Instrumentation and Measurement.DOI
63. 康守强，李坤，王本宽，刘大同（2023）. 多计算任务调度优化的机载智能状态监测单元. 《仪器仪表学报》.DOI
64. 赵光权，王盟，刘大同，陈威铮，彭喜元（2023）. 航天器电源建模仿真综述与展望. 《仪器仪表学报》.DOI
65. Yingqi Wang, Yuchen Song, Cheng-Li Liu, Shengwei Meng, Datong Liu (2023). Virtual sensing of aircraft extreme parameters based on parameter spatial-temporal correlation. IEEE Industrial Electronics Society Annual On-Line Conference (ONCON).DOI
66. Gabriele Patrizi, Marcantonio Catelani, Lorenzo Ciani, Yuchen Song, Datong Liu (2023). A Multi-Channel Deep-Learning Prediction Algorithm for Battery State-of-Health Indicator. IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE).DOI
67. Yuhang Du, Yuchen Song, Datong Liu, Yu Peng (2023). Probabilistic-Attention Fusion-Based Lithium-ion Battery Pack Multivariate Prediction Method. Proceedings of the Annual Conference of the IEEE Industrial Electronics Society.DOI
68. Weiqi Zhang, Yuhang Du, Yuchen Song, Datong Liu, Yu Peng (2023). Uncertainty Quantification Based Health Diagnosis for Lithium-Ion Batteries Under Different Operating Conditions. IEEE International Conference on Electronic Measurement & Instruments.DOI
69. Zhiheng Yi, Yuchen Song, Datong Liu (2023). Indirect Measurement Method of Energy Storage Lithium-Ion Battery Electro-Chemical Parameters. IEEE International Conference on Electronic Measurement & Instruments.DOI
70. Jingyue Pang, Datong Liu, Peng Yu, Xiyuan Peng (2023). Temporal dependence Mahalanobis distance for anomaly detection in multivariate spacecraft telemetry series. ISA Transactions.DOI
71. Datong Liu, Na Wang, Kai Zhong Guo, Benkuan Wang (2023). Ensemble Transfer Learning Based Cross-Domain UAV Actuator Fault Detection. IEEE Sensors Journal.DOI
72. Yingqi Wang, Shengwei Meng, Yuchen Song, Datong Liu (2023). Time series fragmental variation trend anomaly detection method based on a temporal sequential modeling approach. IEEE International Instrumentation and Measurement Technology Conference.DOI
73. Yuchen Song, Datong Liu, Yu Peng (2023). Lithium-ion battery pack on-line health diagnosis based on multi uncertainty model fusion. IEEE International Instrumentation and Measurement Technology Conference.DOI
74. Liansheng Liu, Zhuo Zhi, Yufei Yang, Shervin Shirmohammadi, Datong Liu (2023). Harmonic Reducer Fault Detection With Acoustic Emission. IEEE Transactions on Instrumentation and Measurement.DOI
75. Yuan Wang, Benkuan Wang, Datong Liu (2023). A Subdivision Method of Flight Phases Based on Divide-and-Conquer Gaussian Mixture Model. IEEE Transactions on Instrumentation and Measurement.DOI
76. Jingyue Pang, Guangquan Zhao, Datong Liu, Xiyuan Peng (2023). Discrete Features Enhancement Based Online Anomaly Detection for Satellite Telemetry Series. IEEE Transactions on Instrumentation and Measurement.DOI
77. 张玉杰，彭宇，刘大同（2022）. 飞机机电系统部件数据驱动健康状态在线估计方法综述. 《仪器仪表学报》.DOI
78. Yuhang Du, Yuchen Song, Datong Liu (2022). Weighted Clustering Method for Retired Lithium-ion Batteries Screen under Different Operating Scenarios. International Conference on System Reliability and Safety Engineering (SRSE).DOI
79. Yilin Liu, Datong Liu, Benkuan Wang, Bo Chen (2022). Mob-YOLO: A Lightweight UAV Object Detection Method. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
80. Kai Zhong Guo, Na Wang, Datong Liu, Xiyuan Peng (2022). Uncertainty-Aware LSTM Based Dynamic Flight Fault Detection for UAV Actuator. IEEE Transactions on Instrumentation and Measurement.DOI
81. Yujie Zhang, Datong Liu, Qiang Miao, Yu Peng (2022). Sensing Data-Based Degradation Estimation of Electromechanical Actuator Under Dynamic Operating Conditions. IEEE Sensors Journal.DOI
82. Jinyu Gu, Benkuan Wang, Datong Liu (2022). A Baseline Modeling Method for UAV Condition Monitoring based on Multiple Flight Data. IEEE International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC).DOI
83. Benkuan Wang, Bo Chen, Datong Liu, Xiyuan Peng (2022). An Embedded Instrument for Online Condition Monitoring of Unmanned and Autonomous Systems. IEEE Instrumentation & Measurement Magazine.DOI
84. Jingyi Dong, Datong Liu (2022). Sensor Data Prediction for Fixed-wing Drone Based on Online Sequential Learning. IEEE International Instrumentation and Measurement Technology Conference.DOI
85. Yandong Hou, Yu Peng, Datong Liu (2022). Accelerated capacity model of lithium-ion battery based on non-linear polynomial method with stress coupling analysis under two electrical variables. Measurement.DOI
86. Jingting You, Jun Sheng Liang, Datong Liu (2022). An Adaptable UAV Sensor Data Anomaly Detection Method Based on TCN Model Transferring. Prognostics and Health Management Conference (PHM).DOI
87. Yingqi Wang, Shengwei Meng, Yuchen Song, Datong Liu (2022). Fault detection for large scale indoor distributed antenna system based on time series similarity. Prognostics and Health Management Conference (PHM).DOI
88. Datong Liu, Liuyang Zhang (2022). Guest Editorial Special Section for ICSMD 2021. IEEE Transactions on Instrumentation and Measurement.DOI
89. Kai Guo, Zhisheng Ye, Datong Liu, Xiyuan Peng (2021). UAV flight control sensing enhancement with a data-driven adaptive fusion model. Reliability Engineering & System Safety, Vol. 213.DOI
90. Zhuo Zhi, Liansheng Liu, Datong Liu, Cong Hu (2021). Fault Detection of the Harmonic Reducer Based on CNN-LSTM With a Novel Denoising Algorithm. IEEE Sensors Journal.DOI
91. Zhuo Zhi, Datong Liu, Liansheng Liu (2021). A performance compensation method for GPS/INS integrated navigation system based on CNN–LSTM during GPS outages. Measurement.DOI
92. Bo Chen, Peng Yu, BinBin Gu, Yue Gang Luo, Datong Liu (2021). A Fault Detection Method Based on Enhanced GRU. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
93. Yuhang Du, Yuchen Song, Datong Liu (2021). A State Estimation Method for Nonlinear Systems Based on Uncertainty Fusion. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
94. Na Wang, Jie Ren, Yue Gang Luo, Kai Guo, Datong Liu (2021). UAV Actuator Fault Detection using Maximal Information Coefficient and 1-D Convolutional Neural Network. Global Reliability and Prognostics and Health Management (PHM).DOI
95. Wenbo Hu, Bo Chen, Binbin Gu, Datong Liu (2021). A Multi-Task Online Monitoring System for UAV. IEEE International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC).DOI
96. Yandong Hou, Yuhang Du, Yu Peng, Datong Liu (2021). An Improved Random Effects Wiener Process Accelerated Degradation Test Model for Lithium-Ion Battery. IEEE Transactions on Instrumentation and Measurement.DOI
97. Ruqiang Yan, Datong Liu (2021). Guest Editorial Special Section for ICSMD2020. IEEE Transactions on Instrumentation and Measurement.DOI
98. 刘大同，宋宇晨，武巍，杨晨，彭宇（2020）. 锂离子电池组健康状态估计综述. 《仪器仪表学报》.DOI
99. Yuchen Song, Yu Peng, Datong Liu (2020). Model-Based Health Diagnosis for Lithium-Ion Battery Pack in Space Applications. IEEE Transactions on Industrial Electronics.DOI
100. Wanqing Cheng, Zhiheng Yi, Jun Sheng Liang, Yuchen Song, Datong Liu (2020). An SOC and SOP Joint Estimation Method of Lithium-ion Batteries in Unmanned Aerial Vehicles. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
101. Zhuo Zhi, Liansheng Liu, Datong Liu (2020). Enhancing the Reliability of the Quadrotor by Formulating the Control System Model. International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD).DOI
102. Mei Liu, Benkuan Wang, Datong Liu (2020). A Digital Twin Modeling Method for Turbofan Engine Real-time Test Data Analysis and Performance Monitoring. 2020 11th International Conference on Prognostics and System Health Management (PHM-2020 Jinan).DOI
103. Liansheng Liu, Liquan Chen, Zhiliang Wang, Datong Liu (2020). Early Fault Detection of Planetary Gearbox Based on Acoustic Emission and Improved Variational Mode Decomposition. IEEE Sensors Journal.DOI
104. Benkuan Wang, Xiyuan Peng, Min Jiang, Datong Liu (2020). Real-Time Fault Detection for UAV Based on Model Acceleration Engine. IEEE Transactions on Instrumentation and Measurement.DOI
105. Benkuan Wang, Xiyuan Peng, Datong Liu (2020). Airborne Sensor Data-Based Unsupervised Recursive Identification for UAV Flight Phases. IEEE Sensors Journal.DOI
106. Yuchen Song, Datong Liu, Yu Peng (2020). FPGA-based Implementation of Lithium-ion Battery SOH Estimator Using Particle Filter. IEEE International Instrumentation and Measurement Technology Conference.DOI
107. Datong Liu, Ning Xiao, Yujie Zhang, Xiyuan Peng (2020). Unsupervised Flight Phase Recognition with Flight Data Clustering based on GMM. IEEE International Instrumentation and Measurement Technology Conference.DOI
108. Yandong Hou, Datong Liu, Yu Peng (2020). Accelerated Degradation Wiener Model for Lithiumion Battery Considering Individual Difference. IEEE International Instrumentation and Measurement Technology Conference.DOI
109. Yujie Zhang, Liansheng Liu, Yu Peng, Datong Liu (2020). Health indicator extraction with phase current for power electronics of electro-mechanical actuator. Measurement.DOI
110. Xiaolei Liu, Liansheng Liu, Datong Liu, Lulu Wang, Qing Guo, Xiyuan Peng (2020). A Hybrid Method of Remaining Useful Life Prediction for Aircraft Auxiliary Power Unit. IEEE Sensors Journal.DOI
111. Liansheng Liu, Qing Guo, Lulu Wang, Datong Liu (2020). In-situ remaining useful life prediction of aircraft auxiliary power unit based on quantitative analysis of on-wing sensing data. Advances in Mechanical Engineering.DOI
112. Yuchen Song, Datong Liu, Haitao Liao, Yu Peng (2020). A hybrid statistical data-driven method for on-line joint state estimation of lithium-ion batteries. Applied Energy.DOI
113. 彭宇，史书慧，郭凯，刘大同（2019）. 无人机飞控系统故障仿真及数据生成. 《仪器仪表学报》.DOI
114. 董静怡，庞景月，彭宇，刘大同（2019）. 集成LSTM的航天器遥测数据异常检测方法. 《仪器仪表学报》.DOI
115. 张玉杰，冯伟童，刘大同，彭宇（2019）. 基于贝叶斯更新的机电作动器健康因子构建方法. 《仪器仪表学报》.DOI
116. 彭敏，马宁，王少军，刘大同（2019）. 基于可见光图像的工业过程气体泄漏检测研究. 《电子测量与仪器学报》.DOI
117. 彭宇，何永福，王少军，刘大同，刘连胜（2019）. 飞行数据异常检测技术综述. 《仪器仪表学报》.DOI
118. Liansheng Liu, Zhuo Zhi, Hanxing Zhang, Qing Guo, Yu Peng, Datong Liu (2019). Related Entropy Theories Application in Condition Monitoring of Rotating Machineries. Entropy.DOI
119. Zhiyuan Chen, Xiuhai Cui, Ning Ma, Datong Liu (2019). On‐board multi‐lane parallel MLVDS bus design for in‐orbit embedded satellite test device. The Journal of Engineering.DOI
120. Liansheng Liu, Yu Peng, Lulu Wang, Yuhan Dong, Datong Liu, Qing Guo (2019). Improving EGT sensing data anomaly detection of aircraft auxiliary power unit. Chinese Journal of Aeronautics.DOI
121. Siyang Gong, Shengwei Meng, Benkuan Wang, Datong Liu (2019). Hardware-In-the-Loop Simulation of UAV for Fault Injection. Prognostics and System Health Management Conference.DOI
122. Yandong Hou, Wei Wu, Yuchen Song, Chen Yang, Datong Liu, Yu Peng (2019). Life Extrapolation Model for Lithium-ion Battery with Accelerated Degradation Test. Prognostics and System Health Management Conference.DOI
123. Yaqing Xu, Jun Sheng Liang, Benkuan Wang, Datong Liu, Peng Yu, Xiyuan Peng (2019). UAV Flight State Recognition Using AC-GAN Based Method. Prognostics and System Health Management Conference.DOI
124. Yujie Zhang, Liansheng Liu, Datong Liu, Yu Peng (2019). Improved MRAS based HI extraction method for PMSM of Electro-Mechanical Actuator. Prognostics and System Health Management Conference.DOI
125. Benkuan Wang, Datong Liu, Yu Peng, Xiyuan Peng (2019). Multivariate Regression-Based Fault Detection and Recovery of UAV Flight Data. IEEE Transactions on Instrumentation and Measurement.DOI
126. Jingyi Dong, Yuntong Ma, Datong Liu (2019). Deep Learning based Multiple Sensors Monitoring and Abnormal Discovery for Satellite Power System. International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC).DOI
127. Min Jiang, Benkuan Wang, Datong Liu, Peng Yu (2019). On-board Sensor Data Monitoring System For Unmanned Aerial Vehicle PHM. International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC).DOI
128. Wenjia Gao, Shengwei Meng, Datong Liu (2019). Flight Data Adaptive Segmentation and Classification for Fleet-level Anomaly Detection. International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC).DOI
129. Benkuan Wang, Zeyang Wang, Liansheng Liu, Datong Liu, Xiyuan Peng (2019). Data-Driven Anomaly Detection for UAV Sensor Data Based on Deep Learning Prediction Model. Prognostics and System Health Management Conference.DOI
130. Yu Peng, Xulong Zhang, Yuchen Song, Datong Liu (2019). A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment. IEEE International Instrumentation and Measurement Technology Conference.DOI
131. Benkuan Wang, Datong Liu, Xiyuan Peng, Zhenyu Wang (2019). Data-Driven Anomaly Detection of UAV based on Multimodal Regression Model. IEEE International Instrumentation and Measurement Technology Conference.DOI
132. Yuchen Song, Datong Liu, Yu Peng (2019). Series-connected lithium-ion battery pack health modeling with cell inconsistency evaluation. IEEE International Instrumentation and Measurement Technology Conference.DOI
133. Liquan Chen, Liansheng Liu, Min He, Datong Liu (2019). Gearbox Fault Diagnosis Based on VMD and Acoustic Emission Technology. IEEE International Instrumentation and Measurement Technology Conference.DOI
134. Yujie Zhang, Liansheng Liu, Min He, Dangxia Lyu, Yu Peng, Datong Liu (2019). Health Indicator Extraction for Electro-Mechanical Actuator with CHMM. IEEE International Instrumentation and Measurement Technology Conference.DOI
135. Datong Liu, Lyu Li, Yuchen Song, Lifeng Wu, Yu Peng (2019). Hybrid state of charge estimation for lithium-ion battery under dynamic operating conditions. International Journal of Electrical Power & Energy Systems.DOI
136. Kai Zhong Guo, Liansheng Liu, Shuhui Shi, Datong Liu, Xiyuan Peng (2019). UAV Sensor Fault Detection Using a Classifier without Negative Samples: A Local Density Regulated Optimization Algorithm. Sensors.DOI
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预印本

1. Yuchen Song, Zhiheng Yi, Yuhang Du, Datong Liu (2023). Lithium-Ion Battery Early-Cycle Life Prediction Based on Ensemble Multi-Scale Temporal Sequential Model. SSRN Electronic Journal.DOI