Liang Ma - Publications, H-index & Citations

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Liang Ma

beihang university

14H-index

50Paper Count

789Citation Count

Published Papers 14

Publication Date

Advanced collaborative system for UAV navigation in human interactive environments

Advanced Engineering Informatics

IF9.9

2026-07-01

PREAI

Zhang, Tao; Wang, Shaofan; Ma, Liang; Wu, Zhenghuang; Li, Ke

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Multi-Time Scale Scenario Generation for Source-Load Modeling Through Temporal Generative Adversarial Networks

ENERGIES

IF3.2

2025-03-17

OAAI

Ma, Liang; Jiang, Shigong; Song, Yi; Si, Chenyi; Li, Xiaohan

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An adaptive fault diagnosis framework under class-imbalanced conditions based on contrastive augmented deep reinforcement learning

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-12-01

PREAI

Zhao, Qin; Ding, Yu; Lu, Chen; Wang, Chao; Ma, Liang; Tao, Laifa; Ma, Jian

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An unsupervised domain adaptation approach with enhanced transferability and discriminability for bearing fault diagnosis under few-shot samples

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2023-09-01

PREAI

Ma, Wengang; Zhang, Yadong; Ma, Liang; Liu, Ruiqi; Yan, Shan

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A collaborative central domain adaptation approach with multi-order graph embedding for bearing fault diagnosis under few-shot samples

APPLIED SOFT COMPUTING

IF6.6

2023-06-01

PREAI

Ma, Wengang; Liu, Ruiqi; Guo, Jin; Wang, Zicheng; Ma, Liang

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Binomial adversarial representation learning for machinery fault feature extraction and diagnosis

APPLIED SOFT COMPUTING

IF6.6

2022-12-01

PREAI

Ma, Liang; Cheng, Yujie; Ding, Yu; Zhao, Qin; Wang, Zili; Lu, Chen

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A novel Long-term degradation trends predicting method for Multi-Formulation Li-ion batteries based on deep reinforcement learning

ADVANCED ENGINEERING INFORMATICS

IF9.9

2022-08-01

OAAI

Wang, Chao; Ding, Yu; Yan, Ning; Ma, Liang; Ma, Jian; Lu, Chen; Yang, Chao; Su, Yuzhuan; Chong, Jin; Jin, Haizu; Lin, Yongshou

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An interpretable data augmentation scheme for machine fault diagnosis based on a sparsity-constrained generative adversarial network

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-11-01

PREAI

Ma, Liang; Ding, Yu; Wang, Zili; Wang, Chao; Ma, Jian; Lu, Chen

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Long-term degradation prediction and assessment with heteroscedasticity telemetry data based on GRU-GARCH and MD hybrid method: An application for satellite

AEROSPACE SCIENCE AND TECHNOLOGY

IF5.8

2021-08-01

PREAI

Tao, Laifa; Zhang, Tong; Peng, Di; Hao, Jie; Jia, Yuan; Lu, Chen; Ding, Yu; Ma, Liang

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Intelligent fault diagnosis for rotating machinery using deep Q-network based health state classification: A deep reinforcement learning approach

ADVANCED ENGINEERING INFORMATICS

IF9.9

2019-10-01

127

PREAI

Ding, Yu; Ma, Liang; Ma, Jian; Suo, Mingliang; Tao, Laifa; Cheng, Yujie; Lu, Chen

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A Generative Adversarial Network-Based Intelligent Fault Diagnosis Method for Rotating Machinery Under Small Sample Size Conditions

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Ding, Yu; Ma, Liang; Ma, Jian; Wang, Chao; Lu, Chen

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Seismic stability of loess tunnels under the effects of rain seepage and a train load

SCIENCE CHINA-TECHNOLOGICAL SCIENCES

IF4.9

2018-01-11

PREAI

Cheng, XuanSheng; Ma, Liang; Yu, DongPo; Fan, Jin; Li, De

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A fault diagnosis approach for diesel engines based on self-adaptive WVD, improved FCBF and PECOC-RVM

NEUROCOMPUTING

IF6.5

2016-02-01

PREAI

Liu, Yu; Zhang, Junhong; Ma, Liang

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Fault diagnosis approach for rotating machinery based on dynamic model and computational intelligence

MEASUREMENT

IF5.6

2015-01-01

PREAI

Zhang, Junhong; Ma, Wenpeng; Lin, Jiewei; Ma, Liang; Jia, Xiaojie

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Research Directions