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Z

Zheng Zhou

Western University

22H指数
55论文数
1.8K被引数
收录论文 23
发表时间
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Surrogate Model-Driven Deep Reinforcement Learning for Sensor Placement Optimization in Guided Wave Damage Localization代理模型驱动的深度强化学习在导波损伤定位传感器布置优化中的应用
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2026-08-21
err0
PREAI
errZheng Zhou; Luyang Zhao; Xin Zhou; Dandan Zhao; Ruqiang Yan; Min Xia
err分享
err收藏
Invertible transfer function informed neural ODE to learn stable latent dynamics for degradation process modeling and remaining useful life prediction可逆传递函数指导的神经网络常微分方程，用于学习退化过程的稳定隐含动态并预测剩余使用寿命
errJournal of Manufacturing Systems
IF14.2
err2025-10-11
err0
PREAI
errZheng Zhou; Yasong Li; Ruqiang Yan
err分享
err收藏
Behavior of the Vault in Column-Free Large-Span Metro Stations Under Asymmetric Loading无柱大跨地铁车站拱顶在不均匀荷载作用下的行为
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-10-11
err0
errOAAI
errZhang, Jiao-Long; Qiao, Guan-Hua; Zhou, Zheng; Li, Cao
err分享
err收藏
Learning globally ordered and locally consistent degradation representations for remaining useful life prediction学习全局有序和局部一致的退化表征以进行剩余使用寿命预测
errAdvanced Engineering Informatics
IF9.9
err2025-07-28
err0
PREAI
errYasong Li; Chenye Hu; Zheng Zhou; Chuang Sun; Jun Peng; Ruqiang Yan
err分享
err收藏
Domain Invariant and Consistent Ordinal Representation Learning for Remaining Useful Life Prediction of Bearings用于轴承剩余使用寿命预测的域不变性和一致的顺序表示学习
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-12-01
err0
PREAI
errLi, Yasong; Zhou, Zheng; Sun, Chuang; Peng, Jun; Liu, Xiaochuan; Yan, Ruqiang
err分享
err收藏
LogicLSTM: Logically-driven long short-term memory model for fault diagnosis in gearboxesLogicLSTM: 用于齿轮箱故障诊断的逻辑驱动长短期记忆模型
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2024-12-01
err0
PREAI
errHogea, Eduard; Onchis, Darian M.; Yan, Ruqiang; Zhou, Zheng
err分享
err收藏
Contrastive BiLSTM-enabled Health Representation Learning for Remaining Useful Life Prediction用于剩余使用寿命预测的基于对比BiLSTM的健康表示学习
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-09-01
err3
PREAI
errZhu, Qixiang; Zhou, Zheng; Li, Yasong; Yan, Ruqiang
err分享
err收藏
A Remaining Useful Life Prediction Method of Rolling Bearings Based on Deep Reinforcement Learning
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-07-01
err4
PREAI
errZheng, Guokang; Li, Yasong; Zhou, Zheng; Yan, Ruqiang
err分享
err收藏
A deep reinforcement learning-driven multi-objective optimization and its applications on aero-engine maintenance strategy深度强化学习驱动的多目标优化及其在航空发动机维修策略中的应用
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2024-06-01
err4
PREAI
errWei, Zeqi; Zhao, Zhibin; Zhou, Zheng; Ren, Jiaxin; Tang, Yajun; Yan, Ruqiang
err分享
err收藏
Wavelet-driven differentiable architecture search for planetary gear fault diagnosis
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2024-06-01
err2
PREAI
errWang, Yanghu; Zhou, Zheng; Yang, Laihao; Gao, Robert X.; Yan, Ruqiang
err分享
err收藏
Three-dimensional reconstruction of transverse hole defect in plate based on TOFD inspection
errNONDESTRUCTIVE TESTING AND EVALUATION
IF4.2
err2024-05-10
err2
PREAI
errZheng, Gangfeng; Zhao, Zhufeng; Bao, Yuanchao; Hu, Feng; Zhang, Hailong; Zhou, Zheng
err分享
err收藏
Physics-Constraint Variational Neural Network for Wear State Assessment of External Gear Pump
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-05-01
err18
PREAI
errXu, Wengang; Zhou, Zheng; Li, Tianfu; Sun, Chuang; Chen, Xuefeng; Yan, Ruqiang
err分享
err收藏
Variational Attention-Based Interpretable Transformer Network for Rotary Machine Fault Diagnosis
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-05-01
err57
PREAI
errLi, Yasong; Zhou, Zheng; Sun, Chuang; Chen, Xuefeng; Yan, Ruqiang
err分享
err收藏
Wear state assessment of external gear pump based on system-level hybrid digital twin
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2024-03-01
err5
PREAI
errXu, Wengang; Wang, Zhiying; Zhou, Zheng; Sun, Chuang; Yan, Ruqiang; Chen, Xuefeng
err分享
err收藏
Multiscale Deep Attention Q Network: A New Deep Reinforcement Learning Method for Imbalanced Fault Diagnosis in Gearboxes多尺度深度注意力Q网络: 一种新的齿轮箱不平衡故障诊断深度强化学习方法
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err5
PREAI
errWang, Hui; Zhou, Zheng; Zhang, Liuyang; Yan, Ruqiang
err分享
err收藏
Physics informed neural networks for fault severity identification of axial piston pumps用于轴向柱塞泵故障严重性识别的物理通知神经网络
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2023-12-01
err10
PREAI
errWang, Zhiying; Zhou, Zheng; Xu, Wengang; Sun, Chuang; Yan, Ruqiang
err分享
err收藏
Life-cycle modeling driven by coupling competition degradation for remaining useful life prediction
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-10-01
err15
PREAI
errLi, Yasong; Zhou, Zheng; Sun, Chuang; Peng, Jun; Nandi, Asoke K.; Yan, Ruqiang
err分享
err收藏
An advanced pressure pulsation model for external gear pump
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-03-01
err9
PREAI
errXu, Wengang; Wang, Zhiying; Zhou, Zheng; Sun, Chuang; Zhang, Junhui; Yan, Ruqiang; Chen, Xuefeng
err分享
err收藏
Time-varying trajectory modeling via dynamic governing network for remaining useful life prediction
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-01-01
err25
PREAI
errZhou, Zheng; Li, Tianfu; Zhao, Zhibin; Sun, Chuang; Chen, Xuefeng; Yan, Ruqiang; Jia, Jide
err分享
err收藏
The emerging graph neural networks for intelligent fault diagnostics and prognostics: A guideline and a benchmark study用于智能故障诊断和预测的新兴图形神经网络: 指南和基准研究
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-04-01
err239
PREAI
errLi, Tianfu; Zhou, Zheng; Li, Sinan; Sun, Chuang; Yan, Rucliang; Chen, Xuefeng
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
X
Xuefeng Chen
H 指数: 92 · 论文数: 1.4K
J
Jihuai Wu
H 指数: 82 · 论文数: 781
R
Ruqiang Yan
H 指数: 82 · 论文数: 574
R
Robert X. Gao
H 指数: 73 · 论文数: 534
A
Asoke K. Nandi
H 指数: 66 · 论文数: 665
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