Jian Ma

19 papers C 1Journal 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fault sample generation under continuous degradation using CRGAN-MDTR: A conditional recurrent GAN with maximum degenerate trend retention.
Appl. Soft Comput.
Yujie Cheng, Pengchao Wang, Haoxin Gu, Jiyan Zeng, Jian Ma
2025 C conf
Exploration of Teaching Reform in the Course of Intelligent Prediction in the Information Age.
INDIN
Jian Ma, Yujie Cheng, Hualiang Wang, Hongmei Liu, Laifa Tao, Chen Lu
2025 J jnl
Quantitative recommendation of fault diagnosis algorithms based on multi-order random graph convolution under case-learning paradigm.
Adv. Eng. Informatics
Chen Lu, Xinyu Zou, Lulu Sun, Zhengduo Zhao, Laifa Tao, Yu Ding, Jian Ma
2024 J jnl
A rail defect detection framework under class-imbalanced conditions based on improved you only look once network.
Eng. Appl. Artif. Intell.
Yu Ding, Qin Zhao, Tianhao Li, Chen Lu, Laifa Tao, Jian Ma
2024 J jnl
An Outline of Prognostics and Health Management Large Model: Concepts, Paradigms, and Challenges.
CoRR
Laifa Tao, Shangyu Li, Haifei Liu, Qixuan Huang, Liang Ma, Guoao Ning, Yiling Chen, Yunlong Wu, Bin Li, Weiwei Zhang, Zhengduo Zhao, Wenchao Zhan, Wenyan Cao, Chao Wang, Hongmei Liu, Jian Ma, Mingliang Suo, Yujie Cheng, Yu Ding, Dengwei Song, Chen Lu
2024 J jnl
Open-Set Fault Recognition and Inference for Rolling Bearing Based on Open Fault Semantic Subspace.
IEEE Trans. Instrum. Meas.
Yu Chen, Laifa Tao, Xue Liu, Jian Ma, Chen Lu, Hongmei Liu
2024 J jnl
Remaining useful life prediction and cycle life test optimization for multiple-formula battery: A method based on multi-source transfer learning.
Reliab. Eng. Syst. Saf.
Dengwei Song, Yujie Cheng, An Zhou, Chen Lu, Jin Chong, Jian Ma
2023 J jnl
A case-learning-based paradigm for quantitative recommendation of fault diagnosis algorithms: A case study of gearbox.
Reliab. Eng. Syst. Saf.
Xinyu Zou, Laifa Tao, Lulu Sun, Chao Wang, Jian Ma, Chen Lu
2023 J jnl
A prediction-based cycle life test optimization method for cross-formula batteries using instance transfer and variable-length-input deep learning model.
Neural Comput. Appl.
Jian Ma, Xinyu Zou, Lulu Sun, Yujie Cheng, Chen Lu, Yuzhuan Su, Jin Chong, Haizu Jin, Yongshou Lin
2023 J jnl
An adaptive fault diagnosis framework under class-imbalanced conditions based on contrastive augmented deep reinforcement learning.
Expert Syst. Appl.
Qin Zhao, Yu Ding, Chen Lu, Chao Wang, Liang Ma, Laifa Tao, Jian Ma
2022 J jnl
A novel Long-term degradation trends predicting method for Multi-Formulation Li-ion batteries based on deep reinforcement learning.
Adv. Eng. Informatics
Chao Wang, Yu Ding, Ning Yan, Liang Ma, Jian Ma, Chen Lu, Chao Yang, Yuzhuan Su, Jin Chong, Haizu Jin, Yongshou Lin
2022 J jnl
An adversarial model for electromechanical actuator fault diagnosis under nonideal data conditions.
Neural Comput. Appl.
Chao Wang, Laifa Tao, Yu Ding, Chen Lu, Jian Ma
2021 J jnl
An interpretable data augmentation scheme for machine fault diagnosis based on a sparsity-constrained generative adversarial network.
Expert Syst. Appl.
Liang Ma, Yu Ding, Zili Wang, Chao Wang, Jian Ma, Chen Lu
2021 J jnl
State-of-Health Prediction for Reaction Wheel of On-Orbit Satellite Based on Fourier Broad Learning System.
IEEE Access
Xingliu Zhang, Zili Wang, Jian Ma, Shangyu Li, Mingliang Suo
2019 J jnl
A Generative Adversarial Network-Based Intelligent Fault Diagnosis Method for Rotating Machinery Under Small Sample Size Conditions.
IEEE Access
Yu Ding, Liang Ma, Jian Ma, Chao Wang, Chen Lu
2019 J jnl
Intelligent fault diagnosis for rotating machinery using deep Q-network based health state classification: A deep reinforcement learning approach.
Adv. Eng. Informatics
Yu Ding, Liang Ma, Jian Ma, Mingliang Suo, Laifa Tao, Yujie Cheng, Chen Lu
2018 J jnl
Fault Diagnosis of Electromechanical Actuator Based on VMD Multifractal Detrended Fluctuation Analysis and PNN.
Complex.
Hongmei Liu, Jiayao Jing, Jian Ma
2018 J jnl
Predicting the Remaining Useful Life of an Aircraft Engine Using a Stacked Sparse Autoencoder with Multilayer Self-Learning.
Complex.
Jian Ma, Hua Su, Wan-lin Zhao, Bin Liu
2017 J jnl
Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification.
Signal Process.
Chen Lu, Zhenya Wang, Wei-Li Qin, Jian Ma