Datong Liu

According to our database, Datong Liu authored at least 70 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Subdivision Method of Flight Phases Based on Divide-and-Conquer Gaussian Mixture Model.

Yuan Wang, Benkuan Wang, Datong Liu

IEEE Trans. Instrum. Meas., 2023

Discrete Features Enhancement Based Online Anomaly Detection for Satellite Telemetry Series.

Jingyue Pang, Guangquan Zhao, Datong Liu, Xiyuan Peng

IEEE Trans. Instrum. Meas., 2023

Harmonic Reducer Fault Detection With Acoustic Emission.

Liansheng Liu, Zhuo Zhi, Yufei Yang, Shervin Shirmohammadi, Datong Liu

IEEE Trans. Instrum. Meas., 2023

Uncertainty-Aware LSTM Based Dynamic Flight Fault Detection for UAV Actuator.

Kai Guo, Na Wang, Datong Liu, Xiyuan Peng

IEEE Trans. Instrum. Meas., 2023

A Multi-Channel Deep-Learning Prediction Algorithm for Battery State-of-Health Indicator.

Gabriele Patrizi, Marcantonio Catelani, Lorenzo Ciani, Yuchen Song, Datong Liu

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Probabilistic-Attention Fusion-Based Lithium-ion Battery Pack Multivariate Prediction Method.

Yuhang Du, Yuchen Song, Datong Liu, Yu Peng

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Time series fragmental variation trend anomaly detection method based on a temporal sequential modeling approach.

Yingqi Wang, Shengwei Meng, Yuchen Song, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Lithium-ion battery pack on-line health diagnosis based on multi uncertainty model fusion.

Yuchen Song, Datong Liu, Yu Peng

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022

Guest Editorial Special Section for ICSMD 2021.

Datong Liu, Liuyang Zhang

IEEE Trans. Instrum. Meas., 2022

An Embedded Instrument for Online Condition Monitoring of Unmanned and Autonomous Systems.

Benkuan Wang, Bo Chen, Datong Liu, Xiyuan Peng

IEEE Instrum. Meas. Mag., 2022

Sensor Data Prediction for Fixed-wing Drone Based on Online Sequential Learning.

Jingyi Dong, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2022

2021

Guest Editorial Special Section for ICSMD2020.

Ruqiang Yan, Datong Liu

IEEE Trans. Instrum. Meas., 2021

An Improved Random Effects Wiener Process Accelerated Degradation Test Model for Lithium-Ion Battery.

Yandong Hou, Yuhang Du, Yu Peng, Datong Liu

IEEE Trans. Instrum. Meas., 2021

Model-Based Health Diagnosis for Lithium-Ion Battery Pack in Space Applications.

Yuchen Song, Yu Peng, Datong Liu

IEEE Trans. Ind. Electron., 2021

UAV flight control sensing enhancement with a data-driven adaptive fusion model.

Kai Guo, Zhisheng Ye, Datong Liu, Xiyuan Peng

Reliab. Eng. Syst. Saf., 2021

2020

Real-Time Fault Detection for UAV Based on Model Acceleration Engine.

Benkuan Wang, Xiyuan Peng, Min Jiang, Datong Liu

IEEE Trans. Instrum. Meas., 2020

Multivariate Regression-Based Fault Detection and Recovery of UAV Flight Data.

Benkuan Wang, Datong Liu, Yu Peng, Xiyuan Peng

IEEE Trans. Instrum. Meas., 2020

FPGA-based Implementation of Lithium-ion Battery SOH Estimator Using Particle Filter.

Yuchen Song, Datong Liu, Yu Peng

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Unsupervised Flight Phase Recognition with Flight Data Clustering based on GMM.

Datong Liu, Ning Xiao, Yujie Zhang, Xiyuan Peng

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

Accelerated Degradation Wiener Model for Lithiumion Battery Considering Individual Difference.

Yandong Hou, Datong Liu, Yu Peng

Proceedings of the 2020 IEEE International Instrumentation and Measurement Technology Conference, 2020

2019

ADMOST: UAV Flight Data Anomaly Detection and Mitigation via Online Subspace Tracking.

Yongfu He, Yu Peng, Shaojun Wang, Datong Liu

IEEE Trans. Instrum. Meas., 2019

Collective Anomalies Detection for Sensing Series of Spacecraft Telemetry with the Fusion of Probability Prediction and Markov Chain Model.

Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng

Sensors, 2019

UAV Sensor Fault Detection Using a Classifier without Negative Samples: A Local Density Regulated Optimization Algorithm.

Kai Guo, Liansheng Liu, Shuhui Shi, Datong Liu, Xiyuan Peng

Sensors, 2019

Related Entropy Theories Application in Condition Monitoring of Rotating Machineries.

Liansheng Liu, Zhuo Zhi, Hanxing Zhang, Qing Guo, Yu Peng, Datong Liu

Entropy, 2019

Data-Driven Remaining Useful Life Prediction Considering Sensor Anomaly Detection and Data Recovery.

Liansheng Liu, Qing Guo, Datong Liu, Yu Peng

IEEE Access, 2019

Health Indicator Extraction for Electro-Mechanical Actuator with CHMM.

Yujie Zhang, Liansheng Liu, Min He, Dangxia Lyu, Yu Peng, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Data-Driven Anomaly Detection of UAV based on Multimodal Regression Model.

Benkuan Wang, Datong Liu, Xiyuan Peng, Zhenyu Wang

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Series-connected lithium-ion battery pack health modeling with cell inconsistency evaluation.

Yuchen Song, Datong Liu, Yu Peng

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

A Low Cost Flexible Digital Twin Platform for Spacecraft Lithium-ion Battery Pack Degradation Assessment.

Yu Peng, Xulong Zhang, Yuchen Song, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Gearbox Fault Diagnosis Based on VMD and Acoustic Emission Technology.

Liquan Chen, Liansheng Liu, Min He, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

2018

A Structured Sparse Subspace Learning Algorithm for Anomaly Detection in UAV Flight Data.

Yongfu He, Yu Peng, Shaojun Wang, Datong Liu, Philip Heng Wai Leong

IEEE Trans. Instrum. Meas., 2018

An Electro-Mechanical Actuator Motor Voltage Estimation Method with a Feature-Aided Kalman Filter.

Yujie Zhang, Liansheng Liu, Yu Peng, Datong Liu

Sensors, 2018

Optimize the Coverage Probability of Prediction Interval for Anomaly Detection of Sensor-Based Monitoring Series.

Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng

Sensors, 2018

A hybrid approach for UAV flight data estimation and prediction based on flight mode recognition.

Benkuan Wang, Datong Liu, Wenjuan Wang, Xiyuan Peng

Microelectron. Reliab., 2018

Degradation estimation using feature increment stepwise linear regression for PWM Inverter of Electro-Mechanical Actuator.

Yu Peng, Y. J. Zhang, Datong Liu, Liansheng Liu

Microelectron. Reliab., 2018

An embedded intelligent system for on-line anomaly detection of unmanned aerial vehicle.

Benkuan Wang, Yafeng Chen, Datong Liu, Xiyuan Peng

J. Intell. Fuzzy Syst., 2018

Intelligent pattern analysis and anomaly detection of satellite telemetry series with improved time series representation.

Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng

J. Intell. Fuzzy Syst., 2018

An On-Line State of Health Estimation of Lithium-Ion Battery Using Unscented Particle Filter.

Datong Liu, Xuehao Yin, Yuchen Song, Wang Liu, Yu Peng

IEEE Access, 2018

Ieee Access Special Section Editorial: Complex System Health Management Based On Condition Monitoring And Test Data.

Datong Liu, Haitao Liao, Enrico Zio, Qiang Miao, Bin Zhang, Chao Hu, Michael H. Azarian

IEEE Access, 2018

MEMS Sensor Data Anomaly Detection for the UAV Flight Control Subsystem.

Liansheng Liu, Mei Liu, Qing Guo, Datong Liu, Yu Peng

Proceedings of the 2018 IEEE SENSORS, New Delhi, India, October 28-31, 2018, 2018

Data-driven on-line health assessment for lithium-ion battery with uncertainty presentation.

Yuchen Song, Datong Liu, Yu Peng

Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018

A multiscale data-driven framework for lithium-ion battery on-line state estimation.

Yuchen Song, Yu Peng, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Hyperspectral image anomaly targets detection with online deep learning.

Ning Ma, Yu Peng, Shaojun Wang, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

UAV sensor data anomaly detection using predictor with uncertainty estimation and its acceleration on FPGA.

Datong Liu, Zeyang Wang, Shaojun Wang, Yeyong Pang, Liansheng Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

SDR: Sensor data recovery for system condition monitoring.

Liansheng Liu, Datong Liu, Qing Guo, Yu Peng, Jun Liang

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

2017

Low-Cost Adaptive Lebesgue Sampling Particle Filtering Approach for Real-Time Li-Ion Battery Diagnosis and Prognosis.

Wuzhao Yan, Bin Zhang, Wanchun Dou, Datong Liu, Yu Peng

IEEE Trans Autom. Sci. Eng., 2017

EMA remaining useful life prediction with weighted bagging GPR algorithm.

Yujie Zhang, Datong Liu, Jinxiang Yu, Yu Peng, Xiyuan Peng

Microelectron. Reliab., 2017

Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery.

Yuchen Song, Datong Liu, Chen Yang, Yu Peng

Microelectron. Reliab., 2017

Recent progress on electro-mechanical system prognostics and health management.

Qiang Miao, Datong Liu

Microelectron. Reliab., 2017

Quantitative selection of sensor data based on improved permutation entropy for system remaining useful life prediction.

Liansheng Liu, Shaojun Wang, Datong Liu, Yu Peng

Microelectron. Reliab., 2017

Fragment Anomaly Detection With Prediction and Statistical Analysis for Satellite Telemetry.

Datong Liu, Jingyue Pang, Ge Song, Wei Xie, Yu Peng, Xiyuan Peng

IEEE Access, 2017

DSP based module for processing vibration signals of rotation machinery.

Wang Liu, Tianchi Zhao, David He, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2017

2016

Effective Sensor Selection and Data Anomaly Detection for Condition Monitoring of Aircraft Engines.

Liansheng Liu, Datong Liu, Yujie Zhang, Yu Peng

Sensors, 2016

A run-time built-in approach of TID test in SRAM based FPGAs.

Ning Ma, Shaojun Wang, Datong Liu, Yu Peng

Microelectron. Reliab., 2016

DRES: Data recovery for condition monitoring to enhance system reliability.

Liansheng Liu, Dawei Pan, Datong Liu, Yujie Zhang, Yu Peng

Microelectron. Reliab., 2016

FESeR: A data-driven framework to enhance sensor reliability for the system condition monitoring.

Liansheng Liu, Yu Peng, Datong Liu

Microelectron. Reliab., 2016

Kernel Self-Adaptive Learning-Based Satellite Telemetry Data Classification.

Junbao Li, Wenhui Yang, Datong Liu, Jing Liu

Proceedings of the Third International Conference on Computing Measurement Control and Sensor Network, 2016

2015

A Health Indicator Extraction and Optimization Framework for Lithium-Ion Battery Degradation Modeling and Prognostics.

Datong Liu, Jianbao Zhou, Haitao Liao, Yu Peng, Xiyuan Peng

IEEE Trans. Syst. Man Cybern. Syst., 2015

An Integrated Probabilistic Approach to Lithium-Ion Battery Remaining Useful Life Estimation.

Datong Liu, Wei Xie, Haitao Liao, Yu Peng

IEEE Trans. Instrum. Meas., 2015

Anomaly detection for satellite power subsystem with associated rules based on Kernel Principal Component Analysis.

Dawei Pan, Datong Liu, Jun Zhou, Guoyong Zhang

Microelectron. Reliab., 2015

Entropy-based sensor selection for condition monitoring and prognostics of aircraft engine.

Liansheng Liu, Shaojun Wang, Datong Liu, Yujie Zhang, Yu Peng

Microelectron. Reliab., 2015

Locality structure preserving based feature selection for prognostics.

Yu Peng, Yong Xu, Datong Liu, Jun-Bao Li

Intell. Data Anal., 2015

Detecting continual anomalies in monitoring data stream based on sampling GPR algorithm.

Jingyue Pang, Datong Liu, Yu Peng, Xiyuan Peng

Proceedings of the 2015 IEEE Conference on Prognostics and Health Management, 2015

2014

Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm.

Datong Liu, Yue Luo, Jie Liu, Yu Peng, Limeng Guo, Michael G. Pecht

Neural Comput. Appl., 2014

2013

A Multifunctional Joint Angle Sensor with Measurement Adaptability.

Wei Quan, Hua Wang, Datong Liu

Sensors, 2013

Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression.

Datong Liu, Jingyue Pang, Jianbao Zhou, Yu Peng, Michael G. Pecht

Microelectron. Reliab., 2013

Quasiconformal kernel common locality discriminant analysis with application to breast cancer diagnosis.

Jun-Bao Li, Yu Peng, Datong Liu

Inf. Sci., 2013

An optimized Relevance Vector Machine with incremental learning strategy for lithium-ion battery remaining useful life estimation.

Jianbao Zhou, Datong Liu, Yu Peng, Xiyuan Peng

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

A design of fibre channel node with PCI interface.

Liansheng Liu, Chuan Liu, Yu Peng, Datong Liu

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2013

2012

A wearable human gesture sensor with enviromental universality.

Wei Quan, Xin Liu, Datong Liu

Proceedings of the 25th IEEE Canadian Conference on Electrical and Computer Engineering, 2012