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Datong LIU
Datong LIU
Professor, School of Electronics and Information Engineering, Harbin Institute of Technology
Verified email at hit.edu.cn - Homepage
Title
Cited by
Cited by
Year
Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression
D Liu, J Pang, J Zhou, Y Peng, M Pecht
Microelectronics Reliability 53 (6), 832-839, 2013
4692013
A health indicator extraction and optimization framework for lithium-ion battery degradation modeling and prognostics
D Liu, J Zhou, H Liao, Y Peng, X Peng
IEEE Transactions on Systems, Man, and Cybernetics: Systems 45 (6), 915-928, 2015
2952015
Lithium-ion battery remaining useful life estimation with an optimized relevance vector machine algorithm with incremental learning
D Liu, J Zhou, D Pan, Y Peng, X Peng
Measurement 63, 143-151, 2015
2512015
Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm
D Liu, Y Luo, J Liu, Y Peng, L Guo, M Pecht
Neural Computing and Applications 25, 557-572, 2014
2142014
Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery
Y Song, D Liu, C Yang, Y Peng
Microelectronics Reliability 75, 142-153, 2017
1882017
Satellite lithium-ion battery remaining cycle life prediction with novel indirect health indicator extraction
D Liu, H Wang, Y Peng, W Xie, H Liao
Energies 6 (8), 3654-3668, 2013
1842013
A hybrid statistical data-driven method for on-line joint state estimation of lithium-ion batteries
Y Song, D Liu, H Liao, Y Peng
Applied Energy 261, 114408, 2020
1722020
An integrated probabilistic approach to lithium-ion battery remaining useful life estimation
D Liu, W Xie, H Liao, Y Peng
IEEE Transactions on Instrumentation and Measurement 64 (3), 660-670, 2014
1662014
故障预测与健康管理技术综述
彭宇, 刘大同, 彭喜元
电子测量与仪器学报, 1-9, 2010
1552010
Satellite lithium-ion battery remaining useful life estimation with an iterative updated RVM fused with the KF algorithm
S Yuchen, LIU Datong, HOU Yandong, YU Jinxiang, P Yu
Chinese Journal of Aeronautics 31 (1), 31-40, 2018
1442018
On-line life cycle health assessment for lithium-ion battery in electric vehicles
D Liu, Y Song, L Li, H Liao, Y Peng
Journal of cleaner production 199, 1050-1065, 2018
1292018
An on-line state of health estimation of lithium-ion battery using unscented particle filter
D Liu, X Yin, Y Song, W Liu, Y Peng
Ieee Access 6, 40990-41001, 2018
1202018
Summary and perspective survey on digital twin technology
D Liu, K Guo, B Wang, Y Peng
Chinese Journal of Scientific Instrument 39 (11), 1-10, 2018
1052018
A review: Prognostics and health management
Y Peng, D Liu, X Peng
Journal of Electronic Measurement and Instrument 24 (1), 1-9, 2010
1042010
Hybrid state of charge estimation for lithium-ion battery under dynamic operating conditions
D Liu, L Li, Y Song, L Wu, Y Peng
International Journal of Electrical Power & Energy Systems 110, 48-61, 2019
942019
A modified echo state network based remaining useful life estimation approach
Y Peng, H Wang, J Wang, D Liu, X Peng
2012 IEEE Conference on Prognostics and Health Management, 1-7, 2012
942012
Data-driven prognostics for lithium-ion battery based on Gaussian process regression
D Liu, J Pang, J Zhou, Y Peng
Proceedings of the IEEE 2012 prognostics and system health management …, 2012
862012
Multivariate regression-based fault detection and recovery of UAV flight data
B Wang, D Liu, Y Peng, X Peng
IEEE Transactions on Instrumentation and Measurement 69 (6), 3527-3537, 2019
842019
Data-driven prognostics and health management: A review of recent advances
Y Peng, DT Liu
Chinese Journal of Scientific Instrument 35 (3), 481-495, 2014
772014
Entropy-based sensor selection for condition monitoring and prognostics of aircraft engine
L Liu, S Wang, D Liu, Y Zhang, Y Peng
Microelectronics Reliability 55 (9-10), 2092-2096, 2015
762015
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