Guijun Ma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Fault Diagnosis

Class Imbalanced

Unscented Kalman Filter

Convolutional Neural Networks

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Guijun Ma, Songpei Xu, Tao Yang, Zhenbang Du, Limin Zhu, Han Ding, Ye Yuan
A Transfer Learning-Based Method for Personalized State of Health Estimation of Lithium-Ion Batteries. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Guijun Ma, Zidong Wang, Weibo Liu, Jingzhong Fang, Yong Zhang, Han Ding, Ye Yuan
Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach. IEEE CAA J. Autom. Sinica 10 (7) (2023)
Guijun Ma, Zidong Wang, Weibo Liu, Jingzhong Fang, Yong Zhang, Han Ding, Ye Yuan
A two-stage integrated method for early prediction of remaining useful life of lithium-ion batteries. Knowl. Based Syst. 259 (2023)
Minzhi Chen, Guijun Ma, Weibo Liu, Nianyin Zeng, Xin Luo
An overview of data-driven battery health estimation technology for battery management system. Neurocomputing 532 (2023)
Yong Zhang, Yuqi Xin, Zhi-wei Liu, Ming Chi, Guijun Ma
Health status assessment and remaining useful life prediction of aero-engine based on BiGRU and MMoE. Reliab. Eng. Syst. Saf. 220 (2022)
Qianjun Liu, Guijun Ma, Cheng Cheng
Data Fusion Generative Adversarial Network for Multi-Class Imbalanced Fault Diagnosis of Rotating Machinery. IEEE Access 8 (2020)
Cheng Cheng, Beitong Zhou, Guijun Ma, Dongrui Wu, Ye Yuan
Wasserstein distance based deep adversarial transfer learning for intelligent fault diagnosis with unlabeled or insufficient labeled data. Neurocomputing 409 (2020)
Pengchao Hu, Guijun Ma, Yong Zhang, Cheng Cheng, Beitong Zhou, Ye Yuan
State of health estimation for lithium-ion batteries with dynamic time warping and deep kernel learning model. ECC (2020)
Zhiwei Xue, Yong Zhang, Cheng Cheng, Guijun Ma
Remaining useful life prediction of lithium-ion batteries with adaptive unscented kalman filter and optimized support vector regression. Neurocomputing 376 (2020)
Qianjun Liu, Guijun Ma, Cheng Cheng
Generative Adversarial Network Based Multi-class Imbalanced Fault Diagnosis of Rolling Bearing. ICSRS (2019)
Ye Yuan, Guijun Ma, Cheng Cheng, Beitong Zhou, Huan Zhao, Hai-Tao Zhang, Han Ding
Artificial Intelligent Diagnosis and Monitoring in Manufacturing. CoRR (2019)
Wenqian Jiang, Cheng Cheng, Beitong Zhou, Guijun Ma, Ye Yuan
A Novel GAN-based Fault Diagnosis Approach for Imbalanced Industrial Time Series. CoRR (2019)
Cheng Cheng, Beitong Zhou, Guijun Ma, Dongrui Wu, Ye Yuan
Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis. CoRR (2019)
Cheng Cheng, Guijun Ma, Yong Zhang, Mingyang Sun, Fei Teng, Han Ding, Ye Yuan
Online Bearing Remaining Useful Life Prediction Based on a Novel Degradation Indicator and Convolutional Neural Networks. CoRR (2018)