Zhijun Ren

24 papers Journal 19Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A MoE-LLM-based multisensor flexible fusion fault diagnosis method for rotating machinery.
Adv. Eng. Informatics
Tantao Lin, Zhijun Ren, Kai Huang, Hamid Reza Karimi, Yongsheng Zhu, Ke Feng, Jun Hong
2026 J jnl
A multi-strategy multi-population cooperative optimization algorithm for drinking water pollution source identification.
Swarm Evol. Comput.
Han Wang, Qinghua Wu, Yang Ge, Zhijun Ren, Xuesong Yan
2025 J jnl
A dual-perspective joint domain generalization network for bearing fault diagnosis under unseen working conditions.
Adv. Eng. Informatics
Kai Huang, Zhijun Ren, Tantao Lin, Yongsheng Zhu, Linbo Zhu
2025 J jnl
A novel multi-sensor information fusion method for fault diagnosis of rotating machinery with missing signals.
Adv. Eng. Informatics
Tantao Lin, Zhijun Ren, Kai Huang, Yongsheng Zhu, Hamid Reza Karimi
2025 J jnl
A three-stage bearing transfer fault diagnosis method for large domain shift scenarios.
Reliab. Eng. Syst. Saf.
Kai Huang, Zhijun Ren, Linbo Zhu, Tantao Lin, Yongsheng Zhu, Li Zeng, Jin Wan
2025 J jnl
Contribution Imbalance and the Improvement Method in Multisensor Information Fusion-Based Intelligent Fault Diagnosis of Rotating Machinery.
IEEE Trans. Instrum. Meas.
Tantao Lin, Zhijun Ren, Kai Huang, Xinzhuo Zhang, Yongsheng Zhu, Ke Yan, Jun Hong
2025 J jnl
Intra-domain self generalization network for intelligent fault diagnosis of bearings under unseen working conditions.
Adv. Eng. Informatics
Kai Huang, Zhijun Ren, Linbo Zhu, Tantao Lin, Yongsheng Zhu, Li Zeng, Jin Wan
2024 J jnl
An Investigation Into the Behavior of Intelligent Fault Diagnostic Models Under Imbalanced Data.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Jinchen Ji, Yongsheng Zhu, Ke Feng
2024 J jnl
Neural architecture search for multi-sensor information fusion-based intelligent fault diagnosis.
Adv. Eng. Informatics
Tantao Lin, Zhijun Ren, Linbo Zhu, Kai Huang, Yongsheng Zhu, Li Zeng, Jin Wan
2024 J jnl
Progressive generative adversarial network for generating high-dimensional and wide-frequency signals in intelligent fault diagnosis.
Eng. Appl. Artif. Intell.
Zhijun Ren, Kai Huang, Yongsheng Zhu, Ke Feng, Zheng Liu, Hong Fu, Jun Hong, Adam Glowacz
2024 J jnl
Semi-supervised small sample fault diagnosis under a wide range of speed variation conditions based on uncertainty analysis.
Reliab. Eng. Syst. Saf.
Dawei Gao, Kai Huang, Yongsheng Zhu, Linbo Zhu, Ke Yan, Zhijun Ren, Carlos Guedes Soares
2023 J jnl
A Systematic Review on Imbalanced Learning Methods in Intelligent Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Tantao Lin, Ke Feng, Yongsheng Zhu, Zheng Liu, Ke Yan
2023 J jnl
Few-Shot GAN: Improving the Performance of Intelligent Fault Diagnosis in Severe Data Imbalance.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Yongsheng Zhu, Zheng Liu, Ke Feng
2023 J jnl
Generative Adversarial Network With Dual Multiscale Feature Fusion for Data Augmentation in Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Zhijun Ren, Jinchen Ji, Yongsheng Zhu, Jun Hong, Ke Feng
2023 J jnl
Generative adversarial networks driven by multi-domain information for improving the quality of generated samples in fault diagnosis.
Eng. Appl. Artif. Intell.
Zhijun Ren, Dawei Gao, Yongsheng Zhu, Qing Ni, Ke Yan, Jun Hong
2023 J jnl
Mining attention distribution paradigm: Discover gaze patterns and their association rules behind the visual image.
Comput. Methods Programs Biomed.
Weiwei Yu, Feng Zhao, Zhijun Ren, Dian Jin, Xinliang Yang, Xiaokun Zhang
2022 J jnl
Adaptive cost-sensitive learning: Improving the convergence of intelligent diagnosis models under imbalanced data.
Knowl. Based Syst.
Zhijun Ren, Yongsheng Zhu, Wei Kang, Hong Fu, Qingbo Niu, Dawei Gao, Ke Yan, Jun Hong
2022 — conf
Gradient harmonized loss: Improving the performance of intelligent diagnosis models in large imbalance scenarios.
ICPHM
Zhijun Ren, Wenjun Su, Tantao Lin, Rui Zhang, Yongsheng Zhu, Ke Yan, Jun Hong
2021 J jnl
A novel weak fault diagnosis method for rolling bearings based on LSTM considering quasi-periodicity.
Knowl. Based Syst.
Dawei Gao, Yongsheng Zhu, Zhijun Ren, Ke Yan, Wei Kang
2020 J jnl
Bi-Level Optimal Allocation of Flexible Resources for Distribution Network Considering Different Energy Storage Operation Strategies in Electricity Market.
IEEE Access
Zhijun Ren, Hongxia Guo, Ping Yang, Guanlin Zuo, Zhuoli Zhao
2012 — conf
A New Hyper-parameters Selection Approach for Support Vector Machines to Predict Time Series.
ICPCA/SWS
Yanhua Yu, Junde Song, Zhijun Ren
2011 — conf
Improvement of the Capacitive Grain Moisture Sensor.
CCTA (3)
Liu Yang, Yongjun Zheng, Zhijie Jiang, Zhijun Ren
2011 — conf
Research on the Monitor and Control System of Granary Temperature and Humidity Based on ARM.
CCTA (3)
Liu Yang, Xinrong Cheng, Zhijie Jiang, Zhijun Ren
2010 — conf
The Research of Service Network Based on Complex Network.
ICSS
Haihong E, Meina Song, Junde Song, Yan Li, Zhijun Ren