数据增强与数字孪生融合的机械设备实时健康监测研究

52005303
2020
E0503.机械动力学
王金瑞
青年科学基金项目
教授
山东科技大学
24万元
振动信号;数字孪生;深度学习;数据增强;健康监测
2021-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Multilayer domain adaptation-based convolutional auto encoder for fault diagnosis under different speeds 会议论文 Xiao Zhang;Baokun Han;Jinrui Wang;Shanshan Ji;Zongzhen Zhang;Meixia Jia
2 A Weighted Subdomain Adaptation Network for Partial Transfer Fault Diagnosis of Rotating Machinery 期刊论文 Sixiang Jia;Jinrui Wang;Xiao Zhang;Baokun Han
3 并行稀疏滤波在轴承声信号下的故障诊断 期刊论文 王金瑞;季珊珊;张宗振;初振云;韩宝坤;鲍怀谦
4 信号分辨率增强的机械智能故障诊断方法研究 期刊论文 王晓玉;王金瑞;韩宝坤;张冬鸣;闫振豪;石兆婷
5 基于温振监测的煤每机电设备故障诊斯关键技术开发与应用 奖励 姜雪;包继华;张玉斌;王金瑞;李国清;石浩;郝妮妮;谷明霞;周生朋;蔡道勇
6 Weak Fault DiagnosisOf Machinery Using Laplacian EigenmapsAnd Parallel Sparse Filtering 期刊论文 Shanshan Ji;Jinrui Wang;Zongzhen Zhang;Baokun Han;Huaiqian Bao;Xingxing Jiang
7 基于迁移堆栈自编码器的轴承故障诊断方法 期刊论文 贾美霞;韩宝坤;王金瑞;张骁;郭雷;赵伟涛
8 A novel transfer-learning method based on selective normalization for fault diagnosis with limited labeled data 期刊论文 Xiao Zhang;Baokun Han;Jinrui Wang;Zongzhen Zhang;Zhenhao Yan
9 Fast nonlinear Hoyergram for bearings fault diagnosis under random impact interference 期刊论文 Zujie Yang;Zongzhen Zhang;Jinrui Wang;Baokun Han;Huaiqian Bao;Zongling Liu;Shunming Li
10 An identification method for mechanical fault diagnosis based on generalized matrix norm sparse filtering 期刊论文 Zhaoting Shi;Jinrui Wang;Huaiqian Bao;Guifang Liu;Guowei Zhang;Tong Gao
11 Feature distance-based deep prototype network for few-shot fault diagnosis under open-set domain adaptation scenario 期刊论文 Xiao Zhang;Jinrui Wang;Baokun Han;Zongzhen Zhang;Zhenhao Yan;Meixia Jia;Lei Guo
12 A Generalizable Sample Resolution Augmentation Method for Mechanical Fault Diagnosis Based on ESPCN 期刊论文 Zhenyun Chu;Shanshan Ji;Jinrui Wang;Xiaoyu Wang;Zongzhen Zhang;Xuefeng Zhao;Baokun Han
13 Nonlinear fast kurtogram for the extraction of gear fault features with shock interference 期刊论文 Hao Ma;Jinrui Wang;Baokun Han;Huaiqian Bao;Zongling Liu;Xingwang Jiang;Shuo Xing
14 A new multichannel deep adaptive adversarial network for cross-domain fault diagnosis 期刊论文 Baokun Han;Shuo Xing;Jinrui Wang;Zongzhen Zhang;Huaiqian Bao
15 一种基于深度原型网络的少样本轴承故障诊断方法 专利 王金瑞;张骁;韩宝坤;张宗振;鲍怀谦;季珊珊
16 一种基于双向稀疏滤波的轴承微弱信号故障诊断方法 专利 鲍怀谦;王金瑞;张宗振;韩宝坤;季珊珊
17 一种转速波动下信号分辨率增强的轴承故障诊断方法 专利 王金瑞;王晓玉;张宗振;季珊珊;韩宝坤
18 Improved VMD method based on nonlinear Hoyer for abnormal impact interference 会议论文 Zujie Yang;Jinrui Wang;Zongzhen Zhang;Baokun Han;Haidong Shao;Zongling Liu
19 A novel method for diagnosing bearing transfer faults based on a maximum mean discrepancies guided domain-adversarial mechanism 期刊论文 Meixia Jia;Jinrui Wang;Zongzhen Zhang;Baokun Han;Zhaoting Shi;Lei Guo;Weitao Zhao
20 An intelligent diagnosis framework for roller bearing fault under speed fluctuation condition 期刊论文 Baokun Han;Shanshan Ji;Jinrui Wang;Huaiqian Bao;Xingxing Jiang
21 A Novel Domain Adaptive Fault Diagnosis Method for Bearings Based on Unbalance Data Generation 期刊论文 Baokun Han;Xingwang Jiang;Jinrui Wang;Zongzhen Zhang
22 Intelligent rotating machinery fault diagnosis based on super-resolution enhancement using data augmentation under large speed fluctuation 期刊论文 Wang Xiaoyu;Han Baokun;Lu Tao;Zhang Guowei;Wang Jinrui
23 堆叠自编码器在样本不充足下的轴承故障诊断方法 期刊论文 王晓玉;刘桂芳;韩宝坤;王金瑞;石兆婷
24 矿山大型机电装备故障智能诊断与预测性维护系统开发及应用 奖励 包继华;姜雪;王金瑞;冯龙;张玉斌;李国清;郝妮妮;石浩;谷明霞;周生朋
25 Fast nonlinear blind deconvolution for rotating machinery fault diagnosis 期刊论文 Zongzhen Zhang;Jinrui Wang;Shunming Li;Baokun Han;Xingxing Jiang
26 A novel collaborative bearing fault diagnosis method based on multi-scale dynamic fusion network under speed fluctuating condition 期刊论文 Shuo Xing;Jinrui Wang;Baokun Han;Zongzhen Zhang;Huaiqian Bao;Hao Ma;Xingwang Jiang
27 一种注意力引导下多小波对抗网络的故障诊断方法及系统 专利 王金瑞;张学鹏;张宗振;姜雪;包继华;韩宝坤;鲍怀谦
28 Dual-domain Signal Fusion Adversarial Network Based Vision Transformer for Cross-domain Fault Diagnosis 会议论文 Xingshuo;Jinrui Wang;Baokun Han;Zongzhen Zhang;Xingwang Jiang;Hao Ma;Xiao Zhang;Haidong Shao
29 A New Deep Sparse Filtering Method Applied to Transfer Learning 会议论文 Yan Zhenhao;Zhang Zongzhen;Tian Zhiyuan;Wang Jinrui;Bao Huaiqian;Guo Lei
30 Simulated Data Driven GAN-Based for Fault Diagnosis under Missing Fault Types Samples 会议论文 Junqing Ma;Baokun Han;Jinrui Wang;Shunxiang Yao;Zongzhen Zhang;Lijin Song
31 Fast general normalized convolutional sparse filtering via L1-L2 mixed norm for rotating machinery fault diagnosis 期刊论文 Baokun Han;Lei Guo;Jinrui Wang;Zongzhen Zhang;Guowei Zhang;Sixiang Jia
32 Fast nonlinear convolutional sparse filtering: A novel early-stage fault diagnosis method of rolling bearing 期刊论文 Zongzhen Zhang;Jinrui Wang;Shunming Li;Huaiqian Bao;Baokun Han
33 Hybrid distance-guided adversarial network for intelligent fault diagnosis under different working conditions 期刊论文 Han Baokun;Zhang Xiao;Wang Jinrui;An Zenghui;Jia Sixiang;Zhang Guowei
34 Parallel sparse filtering for intelligent fault diagnosis using acoustic signal processing 期刊论文 Shanshan Ji;Baokun Han;Zongzhen Zhang;Jinrui Wang;Bo Lu;Jiawei Yang;Xingxing Jiang
35 Attention guided multi-wavelet adversarial network for cross domain fault diagnosis 期刊论文 Jinrui Wang;Xuepeng Zhang;Zongzhen Zhang;Baokun Han;Xue Jiang;Huaiqian Bao;Xingxing Jiang
36 An attention mechanism-guided domain adversarial network for gearbox fault diagnosis under different operating conditions 期刊论文 Baokun Han;Bo Li;Huadong Du;Jinrui Wang;Shuo Xing;Lijin Song;Junqing Ma;Hao Ma
37 Partial Domain Adaptation Method Based on Class-Weighted Alignment for Fault Diagnosis of Rotating Machinery 期刊论文 Xiao Zhang;Jinrui Wang;Sixiang Jia;Baokun Han;Zongzhen Zhang
38 Enhanced generalized nonlinear sparse spectrum based on dual-tree complex wavelet packet transform for bearing fault diagnosis 期刊论文 Zujie Yang;Zongzhen Zhang;Jinrui Wang;Baokun Han;Zongling Liu;Hao Ma;Shuo Xing
39 Dynamic Simulation Model-Driven Fault Diagnosis Method for Bearing under Missing Fault-Type Samples 期刊论文 Junqing Ma;Xingxing Jiang;Baokun Han;Jinrui Wang;Zongzhen Zhang;Huaiqian Bao
40 EMD-CSF在滚动轴承早期微弱故障诊断中应用 期刊论文 鲍怀谦;魏永长;王金瑞;张宗振;张国伟;田志远
41 Fault diagnosis of rotating machinery in a noisy environment based on modified general normalized sparse filtering 期刊论文 Lei Guo;Jinrui Wang;Shan Wang;Baokun Han;Xiao Zhang;Zhenhao Yan;Meixia Jia
42 Intelligent fault diagnosis for rotating machinery using L1/2-SF under variable rotational speed 期刊论文 Wang Jinrui;Ji Shanshan;Han Baokun;Bao Huaiqian
43 一种类加权对齐的局部域适应机械故障诊断方法 专利 王金瑞;张骁;张宗振;韩宝坤;季珊珊;鲍怀谦
44 Digital twin aided adversarial transfer learning method for domain adaptation fault diagnosis 期刊论文 Jinrui Wang;Zongzhen Zhang;Zhiliang Liu;Baokun Han;Huaiqian Bao;Shanshan Ji
45 基于双域信号的旋转机械协同跨域故障诊断系统及方法 专利 王金瑞;邢硕;张宗振;韩宝坤;鲍怀谦;季珊珊
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