基于深度置信网络诊断模型构建及在风电齿轮传动系统状态识别的应用研究

51605406
2016
E0503.机械动力学
张绍辉
青年科学基金项目
教授
东莞理工学院
20万元
特征提取;状态监测;故障诊断;深度置信网络;风电齿轮箱
2017-01-01到2019-12-31
  • 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 基于试验模态的摆线齿轮有限元模型修正 期刊论文 林祖胜;张绍辉;兰靛靛
2 Transmission Condition Monitoring of 3D Printers Based on the Echo State Network 期刊论文 Zhang S;He K;Cabrera D;Li C;Bai Y;Long J
3 Manifold Sparse Auto-Encoder for Machine Fault Diagnosis 期刊论文 Zhang S;Wang M;Li W;Luo J
4 Practical Production Scheduling for Hot Metal Pretreatment-Steelmaking-Continuous Casting Process Involving Preventive Maintenance Consideration 期刊论文 龙建宇;洪颖;白云;张绍辉;孙振忠
5 Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor 期刊论文 Cabrera D;Guamán A;Zhang S;Cerrada M;Sánchez R. V;Cevallos J;Li C
6 Intelligent Fault Diagnosis of Delta 3D Printers using Attitude Sensors based on Extreme Learning Machines 期刊论文 Xiaoyan Li;Jianwen Guo;Xuejun Jia;Shaohui Zhang;Zhiyuan Liu
7 多分辨奇异值分解在滚动轴承振动信号解调分析中的应用 期刊论文 罗洁思;张绍辉;李叶妮
8 Bearing performance degradation assessment using long short-term memory recurrent network 期刊论文 Zhang B;Zhang S;Li W
9 Rolling Bearing Incipient Fault Detection Based on a Multi-Resolution Singular Value Decomposition 期刊论文 Luo J;Zhang S
10 集成相空间重构与稀疏自编码的振动信号分解方法 期刊论文 杜灿谊;林祖胜;喻菲菲;张绍辉
11 A novel sparse echo auto-encoder network for data-driven fault diagnosis of delta 3D printers 期刊论文 Jianyu Long;Zhenzhong Sun;Chuan Li;Ying Hong;Yun Bai;Shaohui Zhang
12 一种定位销生产用具有除锈功能的注油式机械手 专利 张绍辉;王曼
13 Order spectrum analysis for bearing fault detection via joint application of synchrosqueezing transform and multiscale chirplet path pursuit 期刊论文 Luo J;Zhang S;Zhong M;Lin Z
14 Intelligent Fault Diagnosis of 3D Printers based on Reservoir Computing 期刊论文 Xiang Duan;Jianyu Long;Chuan Li;Diego Cabrera;Shaohui Zhang
15 A hybrid multi-objective genetic local search algorithm for the prize-collecting vehicle routing problem 期刊论文 Long J;Sun Z;Pardalos P. M;Hong Y;Zhang S;Li C
16 Flexible Kurtogram for Extracting Repetitive Transients for Prognostics and Health Management of Rotating Components 期刊论文 Zhong J;Long J;Zhang S;Li C
17 Deep Learning With Emerging New Labels for Fault Diagnosis 期刊论文 Shaohui Zhang;Man Wang;Weihua Li;Jiesi Luo;Zusheng Lin
18 基于频谱包络曲线的稀疏自编码算法及在齿轮箱故障诊断的应用 期刊论文 张绍辉;罗洁思
19 一种机械制造系统用轴承磨损程度检测维护装置 专利 张绍辉;李川
20 Dynamic condition monitoring for 3D printers by using error fusion of multiple sparse auto-encoders 期刊论文 Zhang Shaohui;Zhenzhong Sun;Jianyu Long;Chuan Li;Yun Bai
21 Improving Extreme Learning Machine by a Level-based Learning Swarm Optimizer and its Application to Fault Diagnosis of 3D Printers. 期刊论文 Jianyu Long;Ying Hong;Shaohui Zhang;Cabrera Diego;Jingjing Zhong
22 基于次优网络深度学习的3D打印机故障诊断 期刊论文 李川;张绍辉;José Valente de Oliveira
23 Fault diagnosis of delta 3D printers using transfer support vector machine with attitude signals 期刊论文 Jianwen Guo;Jiapeng Wu;Zhengzhong Sun;Jianyu Long;Shaohui Zhang
24 Deep hybrid state network with feature reinforcement for intelligent fault diagnosis of delta 3D printers 期刊论文 张绍辉;孙振忠;李川;Diego Cabrera;龙建宇;白云
25 Deep Decoupling Convolutional Neural Network for Intelligent Compound Fault Diagnosis 期刊论文 Huang R;Liao Y;Zhang S;Li W
26 集成参数自适应调整及隐含层降噪的深层RBM算法 期刊论文 张绍辉
27 Local and Global SR for Bearing Sensor-based Vibration Signal Classification 期刊论文 Zhang S;Wang M;Du C;Estupinan E
28 Deep fuzzy echo state networks for machinery fault diagnosis 期刊论文 张绍辉;孙振忠;王曼;龙建宇;白云;李川
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