Liang Ma

Nanjing University of Information Science and Technology — China

Engineering · Physical Sciences

14h-index769citations49works0.82yr avg
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Research Topics

Machine Fault Diagnosis Techniques(14), Fault Detection and Control Systems(6), Grouting, Rheology, and Soil Mechanics(6), Gear and Bearing Dynamics Analysis(5), Engineering Diagnostics and Reliability(5)

Publications49 total

Source-Load Scenario Generation Method Based on Temporal Generative Adversarial Network
2025
Preliminary Discussion on Carbon Emission Accounting Model of Highway Operation and Maintenance Periods
Advances in transdisciplinary engineering·2025Open Access
Multi-Time Scale Scenario Generation for Source–Load Modeling Through Temporal Generative Adversarial Networks
Energies·2025· 3 citedOpen Access
Real-time Voltage Control in Smart Distribution Network through Multi-agent Cooperative Optimization
IEEE Transactions on Sustainable Energy·2025· 1 cited
Research on Key Technology and Applications of Predictive Maintenance for Wind Turbines
2024
Bearing cross-domain fault diagnosis based on domain adversarial network
IET conference proceedings.·2023· 2 cited
An adaptive fault diagnosis framework under class-imbalanced conditions based on contrastive augmented deep reinforcement learning
Expert Systems with Applications·2023· 28 cited
A DRL-Based Load Shedding Strategy Considering Communication Delay for Mitigating Power Grid Cascading Failure
Electronics·2023· 4 citedOpen Access
Domain transferring self-supervised pretraining based wind power plant safety helmet detection
2023· 2 cited
An unsupervised domain adaptation approach with enhanced transferability and discriminability for bearing fault diagnosis under few-shot samples
Expert Systems with Applications·2023· 76 cited
A collaborative central domain adaptation approach with multi-order graph embedding for bearing fault diagnosis under few-shot samples
Applied Soft Computing·2023· 35 cited
Fault Diagnosis of Hydraulic Systems with Missing Data Based on FGCN: A Data Augmentation Approach
Lecture notes in electrical engineering·2023· 1 cited
Binomial adversarial representation learning for machinery fault feature extraction and diagnosis
Applied Soft Computing·2022· 5 cited
A novel Long-term degradation trends predicting method for Multi-Formulation Li-ion batteries based on deep reinforcement learning
Advanced Engineering Informatics·2022· 16 citedOpen Access
DecOT: Bulk Deconvolution With Optimal Transport Loss Using a Single-Cell Reference
Frontiers in Genetics·2022· 2 citedOpen Access
State scheduling method of redundant nodes in power communication network based on least square method
International Journal of Autonomous and Adaptive Communications Systems·2022
Field assessment of rigid pavement stabilization using cementitious grout: Case study
2021
Effect of double track tunnel with small distance on existing tunnel deformation
2021
An interpretable data augmentation scheme for machine fault diagnosis based on a sparsity-constrained generative adversarial network
Expert Systems with Applications·2021· 75 cited
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·2021· 23 cited
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Frequent Co-authors

Yu Ding(8), Chen Lü(7), Jian Ma(5), Laifa Tao(5), Chao Wang(4), Xuansheng Cheng(3), Yujie Cheng(2), Wengang Ma(2), Zili Wang(2), Junhong Zhang(2), Qin Zhao(2), Gang Xu(2), Junhong Zhang(2), Xin Lu(2), S. J. Jiang(2), Zhihui Cong(2), Mingliang Suo(1), Yadong Zhang(1), Ruiqi Liu(1), Shan Yan(1)