Datong LIU

About Datong LIU

Datong LIU, With an exceptional h-index of 39 and a recent h-index of 36 (since 2020), a distinguished researcher at Harbin Institute of Technology, specializes in the field of data-driven prognostics, system health management, Unmanned aerial system.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Harmonic reducer fault detection with acoustic emission

Ensemble transfer learning based cross-domain UAV actuator fault detection

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

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

Discrete Features Enhancement based Online Anomaly Detection for Satellite Telemetry Series

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

A Transformer-Based Condition Monitoring Method for UAV

Datong LIU Information

University

Position

Professor School of Electronics and Information Engineering

Citations(all)

5478

Citations(since 2020)

4212

Cited By

2686

hIndex(all)

39

hIndex(since 2020)

36

i10Index(all)

94

i10Index(since 2020)

81

Email

University Profile Page

Google Scholar

Datong LIU Skills & Research Interests

data-driven prognostics

system health management

Unmanned aerial system

Top articles of Datong LIU

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

IEEE Transactions on Instrumentation and Measurement

2023/7/19

Yuan Wang
Yuan Wang

H-Index: 4

Datong Liu
Datong Liu

H-Index: 23

Harmonic reducer fault detection with acoustic emission

IEEE Transactions on Instrumentation and Measurement

2023/7/3

Liansheng Liu
Liansheng Liu

H-Index: 8

Datong Liu
Datong Liu

H-Index: 23

Ensemble transfer learning based cross-domain UAV actuator fault detection

IEEE Sensors Journal

2023/6/2

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

2023/5/22

Datong Liu
Datong Liu

H-Index: 23

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

2023/5/22

Datong Liu
Datong Liu

H-Index: 23

Yu Peng
Yu Peng

H-Index: 5

Discrete Features Enhancement based Online Anomaly Detection for Satellite Telemetry Series

IEEE Transactions on Instrumentation and Measurement

2023/10/20

Datong Liu
Datong Liu

H-Index: 23

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

2023/10/16

Datong Liu
Datong Liu

H-Index: 23

Yu Peng
Yu Peng

H-Index: 5

A Transformer-Based Condition Monitoring Method for UAV

2023/9/9

Zhou Su
Zhou Su

H-Index: 6

Datong Liu
Datong Liu

H-Index: 23

Temporal dependence Mahalanobis distance for anomaly detection in multivariate spacecraft telemetry series

ISA transactions

2023/9/1

Datong Liu
Datong Liu

H-Index: 23

Yu Peng
Yu Peng

H-Index: 5

Indirect Measurement Method of Energy Storage Lithium-Ion Battery Electro-Chemical Parameters

2023/8/9

Datong Liu
Datong Liu

H-Index: 23

Uncertainty Quantification Based Health Diagnosis for Lithium-Ion Batteries Under Different Operating Conditions

2023/8/9

Weighted Clustering Method for Retired Lithium-ion Batteries Screen under Different Operating Scenarios

2022/12/15

Datong Liu
Datong Liu

H-Index: 23

Uncertainty-aware LSTM based dynamic flight fault detection for UAV actuator

IEEE Transactions on Instrumentation and Measurement

2022/11/28

Guest Editorial Special Section for ICSMD 2021

IEEE Transactions on Instrumentation and Measurement

2022/11/14

Datong Liu
Datong Liu

H-Index: 23

Sensing data-based degradation estimation of electromechanical actuator under dynamic operating conditions

IEEE Sensors Journal

2022/9/26

A Baseline Modeling Method for UAV Condition Monitoring based on Multiple Flight Data

2022/8/5

Jinyu Gu
Jinyu Gu

H-Index: 3

Datong Liu
Datong Liu

H-Index: 23

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

IEEE Instrumentation & Measurement Magazine

2022/7/18

Bo Chen
Bo Chen

H-Index: 1

Datong Liu
Datong Liu

H-Index: 23

Accelerated capacity model of lithium-ion battery based on non-linear polynomial method with stress coupling analysis under two electrical variables

Measurement

2022/6/15

Yu Peng
Yu Peng

H-Index: 5

Datong Liu
Datong Liu

H-Index: 23

An adaptable UAV sensor data anomaly detection method based on TCN model transferring

2022/5/27

Jun Liang
Jun Liang

H-Index: 31

Datong Liu
Datong Liu

H-Index: 23

Fault detection for large scale indoor distributed antenna system based on time series similarity

2022/5/27

Datong Liu
Datong Liu

H-Index: 23

See List of Professors in Datong LIU University(Harbin Institute of Technology)

Co-Authors

academic-engine