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Datong Liu
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2020 – today
- 2024
- [j47]Yafei Xu, Yuqing Cui, Xiyuan Peng, Datong Liu, Liuyang Zhang:
Terahertz Automatic Localization and Imaging for Multiscene Delamination Damages of Composites Using Multilabel Attention Fusion Network. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j46]Maowei Zhang
, Xichen He
Unbalance Error Compensation Method of Aircraft APU Turbine Rotor Based on Blade Sorting. IEEE Trans. Instrum. Meas. 73: 1-9 (2024) - [c29]Tao Liu, Bo Chen, Benkuan Wang, Datong Liu:
An Improved Image Stitching Method Based on Vision-Inertial Fusion. I2MTC 2024: 1-6 - [c28]Yuwei Qiao, Yu Peng, Liansheng Liu, Datong Liu:
A multi-frequency phase difference estimation algorithm with time-frequency analysis. I2MTC 2024: 1-6 - [c27]Wenxiang Wu, Bo Chen, Datong Liu:
Simulation of UAV-Based Indoor Mapping for Multi-Story Building Using a RGB-D SLAM Solution. I2MTC 2024: 1-6 - [c26]Runze Yu, Xiyuan Peng, Datong Liu:
TIADC Digital Calibration Based on apFFT Phase Measurement. I2MTC 2024: 1-6 - 2023
- [j45]Kai Guo
Uncertainty-Aware LSTM Based Dynamic Flight Fault Detection for UAV Actuator. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [j44]Liansheng Liu
Harmonic Reducer Fault Detection With Acoustic Emission. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j43]Jingyue Pang
Discrete Features Enhancement Based Online Anomaly Detection for Satellite Telemetry Series. IEEE Trans. Instrum. Meas. 72: 1-14 (2023) - [j42]Yuan Wang
A Subdivision Method of Flight Phases Based on Divide-and-Conquer Gaussian Mixture Model. IEEE Trans. Instrum. Meas. 72: 1-11 (2023) - [c25]Yuchen Song, Datong Liu, Yu Peng:
Lithium-ion battery pack on-line health diagnosis based on multi uncertainty model fusion. I2MTC 2023: 1-6 - [c24]Yingqi Wang, Shengwei Meng, Yuchen Song, Datong Liu:
Time series fragmental variation trend anomaly detection method based on a temporal sequential modeling approach. I2MTC 2023: 1-6 - [c23]Yuhang Du, Yuchen Song, Datong Liu, Yu Peng:
Probabilistic-Attention Fusion-Based Lithium-ion Battery Pack Multivariate Prediction Method. IECON 2023: 1-6 - [c22]Gabriele Patrizi, Marcantonio Catelani, Lorenzo Ciani, Yuchen Song, Datong Liu:
A Multi-Channel Deep-Learning Prediction Algorithm for Battery State-of-Health Indicator. MetroXRAINE 2023: 816-821 - 2022
- [j41]Benkuan Wang, Bo Chen, Datong Liu, Xiyuan Peng:
An Embedded Instrument for Online Condition Monitoring of Unmanned and Autonomous Systems. IEEE Instrum. Meas. Mag. 25(5): 23-29 (2022) - [j40]Datong Liu
Guest Editorial Special Section for ICSMD 2021. IEEE Trans. Instrum. Meas. 71: 1-2 (2022) - [c21]Jingyi Dong, Datong Liu:
Sensor Data Prediction for Fixed-wing Drone Based on Online Sequential Learning. I2MTC 2022: 1-5 - 2021
- [j39]Kai Guo, Zhisheng Ye, Datong Liu, Xiyuan Peng:
UAV flight control sensing enhancement with a data-driven adaptive fusion model. Reliab. Eng. Syst. Saf. 213: 107654 (2021) - [j38]Yuchen Song
Model-Based Health Diagnosis for Lithium-Ion Battery Pack in Space Applications. IEEE Trans. Ind. Electron. 68(12): 12375-12384 (2021) - [j37]Yandong Hou
An Improved Random Effects Wiener Process Accelerated Degradation Test Model for Lithium-Ion Battery. IEEE Trans. Instrum. Meas. 70: 1-11 (2021) - [j36]Ruqiang Yan
Guest Editorial Special Section for ICSMD2020. IEEE Trans. Instrum. Meas. 70: 1-2 (2021) - 2020
- [j35]Benkuan Wang, Datong Liu
Multivariate Regression-Based Fault Detection and Recovery of UAV Flight Data. IEEE Trans. Instrum. Meas. 69(6): 3527-3537 (2020) - [j34]Benkuan Wang
Real-Time Fault Detection for UAV Based on Model Acceleration Engine. IEEE Trans. Instrum. Meas. 69(12): 9505-9516 (2020) - [c20]Yandong Hou, Datong Liu, Yu Peng:
Accelerated Degradation Wiener Model for Lithiumion Battery Considering Individual Difference. I2MTC 2020: 1-6 - [c19]Datong Liu, Ning Xiao, Yujie Zhang, Xiyuan Peng:
Unsupervised Flight Phase Recognition with Flight Data Clustering based on GMM. I2MTC 2020: 1-6 - [c18]Yuchen Song, Datong Liu, Yu Peng:
FPGA-based Implementation of Lithium-ion Battery SOH Estimator Using Particle Filter. I2MTC 2020: 1-6
2010 – 2019
- 2019
- [j33]Liansheng Liu
Data-Driven Remaining Useful Life Prediction Considering Sensor Anomaly Detection and Data Recovery. IEEE Access 7: 58336-58345 (2019) - [j32]Liansheng Liu, Zhuo Zhi, Hanxing Zhang, Qing Guo, Yu Peng, Datong Liu:
Related Entropy Theories Application in Condition Monitoring of Rotating Machineries. Entropy 21(11): 1061 (2019) - [j31]Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng:
Collective Anomalies Detection for Sensing Series of Spacecraft Telemetry with the Fusion of Probability Prediction and Markov Chain Model. Sensors 19(3): 722 (2019) - [j30]Kai Guo, Liansheng Liu, Shuhui Shi, Datong Liu, Xiyuan Peng:
UAV Sensor Fault Detection Using a Classifier without Negative Samples: A Local Density Regulated Optimization Algorithm. Sensors 19(4): 771 (2019) - [j29]Yongfu He, Yu Peng, Shaojun Wang
ADMOST: UAV Flight Data Anomaly Detection and Mitigation via Online Subspace Tracking. IEEE Trans. Instrum. Meas. 68(4): 1035-1044 (2019) - [c17]Liquan Chen, Liansheng Liu, Min He, Datong Liu:
Gearbox Fault Diagnosis Based on VMD and Acoustic Emission Technology. I2MTC 2019: 1-6 - [c16]Yu Peng, Xulong Zhang, Yuchen Song, Datong Liu:
A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment. I2MTC 2019: 1-6 - [c15]Yuchen Song, Datong Liu, Yu Peng:
Series-connected lithium-ion battery pack health modeling with cell inconsistency evaluation. I2MTC 2019: 1-6 - [c14]Benkuan Wang, Datong Liu, Xiyuan Peng, Zhenyu Wang:
Data-Driven Anomaly Detection of UAV based on Multimodal Regression Model. I2MTC 2019: 1-6 - [c13]Yujie Zhang, Liansheng Liu, Min He, Dangxia Lyu, Yu Peng, Datong Liu:
Health Indicator Extraction for Electro-Mechanical Actuator with CHMM. I2MTC 2019: 1-5 - 2018
- [j28]Datong Liu
An On-Line State of Health Estimation of Lithium-Ion Battery Using Unscented Particle Filter. IEEE Access 6: 40990-41001 (2018) - [j27]Datong Liu, Haitao Liao, Enrico Zio, Qiang Miao, Bin Zhang, Chao Hu, Michael H. Azarian
Ieee Access Special Section Editorial: Complex System Health Management Based On Condition Monitoring And Test Data. IEEE Access 6: 72028-72032 (2018) - [j26]Benkuan Wang, Yafeng Chen, Datong Liu, Xiyuan Peng:
An embedded intelligent system for on-line anomaly detection of unmanned aerial vehicle. J. Intell. Fuzzy Syst. 34(6): 3535-3545 (2018) - [j25]Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng:
Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation. J. Intell. Fuzzy Syst. 34(6): 3785-3798 (2018) - [j24]Benkuan Wang, Datong Liu
A hybrid approach for UAV flight data estimation and prediction based on flight mode recognition. Microelectron. Reliab. 84: 253-262 (2018) - [j23]Yu Peng, Y. J. Zhang, Datong Liu, Liansheng Liu:
Degradation estimation using feature increment stepwise linear regression for PWM Inverter of Electro-Mechanical Actuator. Microelectron. Reliab. 88-90: 514-518 (2018) - [j22]Jingyue Pang
Optimize the Coverage Probability of Prediction Interval for Anomaly Detection of Sensor-Based Monitoring Series. Sensors 18(4): 967 (2018) - [j21]Yujie Zhang, Liansheng Liu, Yu Peng, Datong Liu:
An Electro-Mechanical Actuator Motor Voltage Estimation Method with a Feature-Aided Kalman Filter. Sensors 18(12): 4190 (2018) - [j20]Yongfu He, Yu Peng, Shaojun Wang
A Structured Sparse Subspace Learning Algorithm for Anomaly Detection in UAV Flight Data. IEEE Trans. Instrum. Meas. 67(1): 90-100 (2018) - [c12]Liansheng Liu, Datong Liu, Qing Guo, Yu Peng, Jun Liang:
SDR: Sensor data recovery for system condition monitoring. I2MTC 2018: 1-6 - [c11]Datong Liu, Zeyang Wang, Shaojun Wang, Yeyong Pang, Liansheng Liu:
UAV sensor data anomaly detection using predictor with uncertainty estimation and its acceleration on FPGA. I2MTC 2018: 1-6 - [c10]Ning Ma, Yu Peng, Shaojun Wang, Datong Liu:
Hyperspectral image anomaly targets detection with online deep learning. I2MTC 2018: 1-6 - [c9]Yuchen Song, Yu Peng, Datong Liu:
A multiscale data-driven framework for lithium-ion battery on-line state estimation. I2MTC 2018: 1-6 - [c8]Yuchen Song, Datong Liu, Yu Peng:
Data-driven on-line health assessment for lithium-ion battery with uncertainty presentation. ICPHM 2018: 1-7 - [c7]Liansheng Liu, Mei Liu, Qing Guo, Datong Liu, Yu Peng:
MEMS Sensor Data Anomaly Detection for the UAV Flight Control Subsystem. IEEE SENSORS 2018: 1-4 - 2017
- [j19]Datong Liu
Fragment Anomaly Detection With Prediction and Statistical Analysis for Satellite Telemetry. IEEE Access 5: 19269-19281 (2017) - [j18]Yuchen Song, Datong Liu, Chen Yang, Yu Peng:
Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery. Microelectron. Reliab. 75: 142-153 (2017) - [j17]Qiang Miao, Datong Liu:
Recent progress on electro-mechanical system prognostics and health management. Microelectron. Reliab. 75: 195-196 (2017) - [j16]Yujie Zhang, Datong Liu, Jinxiang Yu, Yu Peng, Xiyuan Peng:
EMA remaining useful life prediction with weighted bagging GPR algorithm. Microelectron. Reliab. 75: 253-263 (2017) - [j15]Liansheng Liu, Shaojun Wang, Datong Liu, Yu Peng:
Quantitative selection of sensor data based on improved permutation entropy for system remaining useful life prediction. Microelectron. Reliab. 75: 264-270 (2017) - [j14]Wuzhao Yan, Bin Zhang
Low-Cost Adaptive Lebesgue Sampling Particle Filtering Approach for Real-Time Li-Ion Battery Diagnosis and Prognosis. IEEE Trans Autom. Sci. Eng. 14(4): 1601-1611 (2017) - [c6]Wang Liu, Tianchi Zhao, David He, Datong Liu:
DSP based module for processing vibration signals of rotation machinery. I2MTC 2017: 1-6 - 2016
- [j13]Ning Ma, Shaojun Wang, Datong Liu, Yu Peng:
A run-time built-in approach of TID test in SRAM based FPGAs. Microelectron. Reliab. 64: 42-47 (2016) - [j12]Liansheng Liu, Dawei Pan, Datong Liu, Yujie Zhang, Yu Peng:
DRES: Data recovery for condition monitoring to enhance system reliability. Microelectron. Reliab. 64: 125-129 (2016) - [j11]Liansheng Liu, Yu Peng, Datong Liu:
FESeR: A data-driven framework to enhance sensor reliability for the system condition monitoring. Microelectron. Reliab. 64: 681-687 (2016) - [j10]Liansheng Liu, Datong Liu, Yujie Zhang, Yu Peng:
Effective Sensor Selection and Data Anomaly Detection for Condition Monitoring of Aircraft Engines. Sensors 16(5): 623 (2016) - [c5]Junbao Li, Wenhui Yang, Datong Liu, Jing Liu:
Kernel Self-Adaptive Learning-Based Satellite Telemetry Data Classification. CMCSN 2016: 88-91 - 2015
- [j9]Yu Peng, Yong Xu, Datong Liu, Jun-Bao Li:
Locality structure preserving based feature selection for prognostics. Intell. Data Anal. 19(3): 659-682 (2015) - [j8]Dawei Pan, Datong Liu, Jun Zhou, Guoyong Zhang:
Anomaly detection for satellite power subsystem with associated rules based on Kernel Principal Component Analysis. Microelectron. Reliab. 55(9-10): 2082-2086 (2015) - [j7]Liansheng Liu, Shaojun Wang, Datong Liu, Yujie Zhang, Yu Peng:
Entropy-based sensor selection for condition monitoring and prognostics of aircraft engine. Microelectron. Reliab. 55(9-10): 2092-2096 (2015) - [j6]Datong Liu, Wei Xie, Haitao Liao, Yu Peng:
An Integrated Probabilistic Approach to Lithium-Ion Battery Remaining Useful Life Estimation. IEEE Trans. Instrum. Meas. 64(3): 660-670 (2015) - [j5]Datong Liu, Jianbao Zhou, Haitao Liao, Yu Peng, Xiyuan Peng:
A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics. IEEE Trans. Syst. Man Cybern. Syst. 45(6): 915-928 (2015) - [c4]Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng:
Detecting continual anomalies in monitoring data stream based on sampling GPR algorithm. ICPHM 2015: 1-7 - 2014
- [j4]Datong Liu, Yue Luo, Jie Liu, Yu Peng, Limeng Guo, Michael G. Pecht
Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm. Neural Comput. Appl. 25(3-4): 557-572 (2014) - 2013
- [j3]Jun-Bao Li, Yu Peng, Datong Liu:
Quasiconformal kernel common locality discriminant analysis with application to breast cancer diagnosis. Inf. Sci. 223: 256-269 (2013) - [j2]Datong Liu, Jingyue Pang, Jianbao Zhou, Yu Peng, Michael G. Pecht
Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression. Microelectron. Reliab. 53(6): 832-839 (2013) - [j1]Wei Quan, Hua Wang, Datong Liu:
A Multifunctional Joint Angle Sensor with Measurement Adaptability. Sensors 13(11): 15274-15289 (2013) - [c3]Jianbao Zhou, Datong Liu, Yu Peng, Xiyuan Peng:
An optimized Relevance Vector Machine with incremental learning strategy for lithium-ion battery remaining useful life estimation. I2MTC 2013: 561-565 - [c2]Liansheng Liu, Chuan Liu, Yu Peng, Datong Liu:
A design of fibre channel node with PCI interface. I2MTC 2013: 1817-1822 - 2012
- [c1]Wei Quan, Xin Liu, Datong Liu:
A wearable human gesture sensor with enviromental universality. CCECE 2012: 1-5
Coauthor Index
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last updated on 2024-11-07 21:32 CET by the dblp team
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