基于多阶段退化特征的滚动轴承的智能自适应剩余寿命预测研究

61873197
2018
F0308.智能制造自动化系统理论与技术
张永
面上项目
教授
武汉科技大学
63万元
故障检测;故障模式;故障征兆;故障预测;故障机理
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
重置
序号 标题 类型 作者
1 Remaining useful Life Prediction Combining Degenerate Point Detection and Degenerate Trend Estimation 会议论文 Zhenxing Liu;Tianqi Yang;Yong Zhang
2 Concurrent fault diagnosis of modular multilevel converter with Kalman filter and optimized support vector machine 期刊论文 Yong Zhang;Huanzhen Hu;Zhenxing Liu;Min Zhao;Lei Cheng
3 Fault Diagnosis of Modular Multilevel Converter with FA-SVM Algorithm 会议论文 Wenhao Jiao;Zhenxing Liu;Yong Zhang
4 Remaining Useful Life Prediction of Lithium-ion Batteries with Fused Features and Multi-kernel Gaussian Process Regression 会议论文 Runqiu Wang;Zhenxing Liu;Yong Zhang;Su Qian;Xianhe Li
5 Circulating current suppression for MMC with hybrid particle swarm optimization 会议论文 Chao Li;Yong Zhang;Xiongxi Zhang;Zhenxing Liu
6 Health status assessment and remaining useful life prediction of aero-engine based on BiGRU and MMoE 期刊论文 Zhang Yong;Xin Yuqi;Liu Zhi-wei;Chi Ming;Ma Guijun
7 Remaining useful life prediction of lithium-ion batteries based on phase space reconstruction and optimized LSTM network 会议论文 Qizheng Qian;Yong Zhang;Xiujuan Zheng;Jin Xie;Weiguang Hao
8 Remaining useful life prediction of turbofan engine with GA optimized hybrid neural network 会议论文 Hong Huang;Junyang Jin;Yong Zhang;Ye Yuan
9 Robust Sensor Fault Reconstruction for Modular Multilevel Converter Based on Sliding Mode Observer 会议论文 Xiaobin Cheng;Yong Zhang;Zhenxing Liu
10 工业设备的健康状态评估和退化趋势预测联合研究 期刊论文 张永;龚众望;郑英;谢林柏;张泽;刘振兴
11 一种基于锂电池退化阶段划分的剩余使用寿命的预测方法 专利 郑英;马秋会;张永;王彦伟;樊慧津
12 一种基于高频信号特征幅值的轴承故障预警方法 专利 郑英;杨筱彧;汪上晓;张永;张洪;苏厚胜
13 A Koopman operator approach for machinery health monitoring and prediction with noisy and low -dimensional industrial time series 期刊论文 Cheng Cheng;Ding Jia;Zhang Yong
14 一种基于局部密度峰值聚类的模态辨识方法 专利 郑英;王杨;万一鸣;张永;樊慧津
15 基于相空间重构和粒子滤波的锂电池剩余寿命预测方法 专利 张永;陈廖格豪;李曦;付晓薇
16 Bearings Remaining Useful Life Prediction with Combinatorial Feature Extraction Method and Gated Recurrent Unit Network 会议论文 Li Xiao;Zhenxing Liu;Yong Zhang;Ying Zheng
17 Diagnose of Sub-module Fault in Modular Multilevel Converters Based on Moving Average Method 会议论文 Cui Li;Zhenxing Liu;Yong Zhang
18 Annulus-event-based fault detection, isolation and estimation for multirate time-varying systems: Applications to a three-tank system 期刊论文 Yong Zhang;Zidong Wang;Lifeng Ma;Fuad E.Alsaadi
19 Prediction of gas concentration evolution with evolutionary attention-based temporal graph convolutional network 期刊论文 Lei Cheng;Li Li;Sai Li;Shaolin Ran;Ze Zhang;Yong Zhang
20 Torus-Event-Based Fault Diagnosis for Stochastic Multirate Time-Varying Systems With Constrained Fault 期刊论文 Yong Zhang;Huajing Fang;Ying Zheng;Xiuting Li
21 Health stages division and remaining useful life prediction of rolling element bearings based on hidden semi-Markov model 会议论文 Hongwei Wu;Zhenxing Liu;Yong Zhang;Ying Zheng;Cong Tang
22 一种数据驱动的多变量控制系统的模型失配诊断方法 专利 郑英;凌丹;汪上晓;张洪;张永
23 Diagnosis of arrhythmias with few abnormal ECG samples using metric-based meta learning 期刊论文 Zhenxing Liu;Yujie Chen;Yong Zhang;Shaolin Ran;Cheng Cheng;Guili Yang
24 一种基于滑模观测器的模块化多电平换流器鲁棒故障检测方法 专利 张永;成晓斌;刘振兴;蔡彬;赵敏;张雄希
25 一种基于GRU神经网络的滚动轴承剩余寿命预测方法 专利 刘振兴;肖丽;张永;袁烨;郑英
26 第二届全球工业互联网算法大赛能源赛道亚军 奖励 龚众望;孙佳华;李显赫;陈宇杰;张永（指导老师）
27 Remaining Useful Life Prediction of Lithium-ion Batteries with Adaptive Unscented Kalman Filter and Optimized Support Vector Regression 期刊论文 Zhiwei Xue;Yong Zhang;Cheng Cheng;Guijun Ma
28 Fault diagnosis with synchrosqueezing transform and optimized deep convolutional neural network: An application in modular multilevel converters 期刊论文 Ke Longzhang;Zhang Yong;Yang Bo;Luo Zhen;Liu Zhenxing
29 Bearing Remaining Useful Life Prediction Based on Regression Shapalet and Graph Neural Network 期刊论文 Xiaoyu Yang;Ying Zheng;Yong Zhang;David Shan-Hill Wong;Weidong Yang
30 Remaining useful life prediction of lithium-ion batteries based on false nearest neighbors and a hybrid neural network 期刊论文 Guijun Ma;Yong Zhang;Cheng Cheng;Beitong Zhou;Pengchao Hu;Ye Yuan
31 Suppressed Circulating Current of MMC with IPSO Optimized PR Controller 会议论文 Yan Yu;Chao Li;Bo Yang;Yong Zhang;Zhenxing Liu
32 Multivariate/minor fault diagnosis with severity level based on Bayesian decision theory and multidimensional RBC 期刊论文 Ying Zheng;Wei Zhou;Weidong Yang;Lang Liu;Yuanle Liu;Yong Zhang
33 PSO优化的BiLSTM-Attention网络的锂电池健康状态评估 期刊论文 张永;辛宇琪;钱启政;解进;冉少林
34 Water Quality Prediction for Hanjiang with Optimized Support Vector Regression 会议论文 Jing Zhang;Yong Zhang;Liaogehao Chen;Qi Wang;Min Zhao
35 Sliding Mode Observer Based Robust Fault Reconstruction for Modular Multilevel Converter with Actuator and Sensor Fault 会议论文 Yong Zhang;Xiaobin Cheng;Zhenxing Liu;Ying Zheng;Cheng Cheng
36 A semi-supervised learning approach for COVID-19 detection from chest CT scans 期刊论文 Yong Zhang;Li Su;Zhenxing Liu;Wei Tan;Yinuo Jiang;Cheng Cheng
37 Health state assessment of bearing with feature enhancement and prediction error compensation strategy 期刊论文 Yong Zhang;Jiahua Sun;Jing Zhang;Haoran Shen;Yingying She;Yang Chang
38 一种模块化多电平换流器环流抑制方法 专利 张永;李超;刘振兴;赵敏;蔡斌;张雄希
39 基于半监督深度学习的新冠肺炎CT图像分析方法 专利 张永;苏立;朱文鹏;程骋;刘振兴
40 一种基于RE-CF-EKF算法的滚动轴承剩余寿命预测方法 专利 张永;张敬;刘振兴;赵敏;苏茜
41 State of health estimation for lithium-ion batteries with dynamic time warping and deep kernel learning model 会议论文 Pengchao Hu;Guijun Ma;Yong Zhang;Cheng Cheng;Beitong Zhou;Ye Yuan
42 Fault Diagnosis of Modular Multilevel Converter Based on Optimized Support Vector Machine 会议论文 Longzhang Ke;Zhenxing Liu;Yong Zhang
43 Degradation-trend-dependent Remaining Useful Life Prediction for Bearing with BiLSTM and Attention Mechanism 会议论文 Yanan Chen;Zhenxing Liu;Yong Zhang;Xiujuan Zheng;Jin Xie
44 Fault Diagnosis of Wind Turbines with A Dilated Convolution and Hybrid Attention Neural Network 会议论文 Xue Wang;Yong Zhang;Junyang Jin;Ye Yuan
45 Remaining useful life prediction of lithium-ion battery with optimal input sequence selection and error compensation 期刊论文 Liaogehao Chen;Yong Zhang;Ying Zheng;Xiangshun Li;Xiujuan Zheng
46 Remaining useful life prediction of lithium battery based on capacity regeneration point detection 期刊论文 Qiuhui Ma;Ying Zheng;Weidong Yang;Yong Zhang;Hong Zhang
47 Diagnosis and Location of the Open-circuit Fault in Modular Multilevel Converters: An Improved Machine Learning Method 期刊论文 Cui Li;Zhenxing Liu;Yong Zhang;Li Chai;Bo Xu
48 工业人工智能的关键技术及其在预测性维护中的应用现状 期刊论文 袁烨;张永;丁汉
49 A universal LPC health monitoring method for rolling element bearings with ADSCI feature 期刊论文 Yang Xiaoyu;Wong David Shan-Hill;Zheng Ying;Zhang Yong;Yang Weidong;Kang Jia-Lin
50 An Integrated Method for Lithium-ion Batteries Remaining Useful Life Prediction Based on Unscented Particle Filter and Relevance Vector Machine 会议论文 Meng Jiang;Zhenxing Liu;Yong Zhang;Jie He;Yujie Chen
51 Weight optimized unscented Kalman filter for degradation trend prediction of lithium-ion battery with error compensation strategy 期刊论文 Yong Zhang;Lei Tu;Zhiwei Xue;Sai Li;Lulu Tian;Xiujuan Zheng
52 基于混合核支持张量机的MMC子模块开路故障检测方法 专利 刘振兴;李翠;张永;赵敏;李晓卉;张雄希
53 一种航空涡扇发动机剩余使用寿命预测方法及系统 专利 刘振兴;杨天琦;张永;袁烨
54 航空发动机健康状态评估和剩余寿命预测方法及系统 专利 张永;辛宇琪;袁烨;戴源
55 基于误差补偿的支持向量机锂电池剩余寿命预测方法 专利 张永;陈廖格豪;谢林柏;郑英;袁烨
56 一种基于WOUKF算法的锂离子电池剩余寿命预测方法 专利 张永;涂雷;薛志伟;郑英;赵敏
57 A recurrent neural network approach for remaining useful life prediction utilizing a novel trend features construction method 期刊论文 Zhao Sen;Zhang Yong;Wang Shang;Zhou Beitong;Cheng Cheng
58 第二届全球工业互联网大赛(2021)-总季军 奖励 龚众望;孙佳华;李显赫;陈宇杰;张永（指导老师）
59 Degradation assessment of bearings with trend-reconstruct-based features selection and gated recurrent unit network 期刊论文 Li Xiao;Zhenxing Liu;Yong Zhang;Ying Zheng;Cheng Cheng
60 A hybrid approach for remaining useful life prediction of lithium-ion battery with Adaptive Levy Flight optimized Particle Filter and Long Short-Term Memory network 期刊论文 Zhang Yong;Chen Liaogehao;Li Yi;Zheng Xiujuan;Chen Jianliang;Jin Junyang
61 Remaining useful life prediction of tool with BiGRU-Attention and improved Particle Filter 会议论文 Yi Li;Yong Zhang;Yang Chang;Zhang Liu;Zhenxing Liu
62 基于MFF的多核GPR算法的锂电池剩余寿命预测方法 专利 刘振兴;王润秋;张永;袁烨;苏茜
63 一种基于GASVM-AUKF算法的锂电池剩余寿命预测方法 专利 张永;薛志伟;袁烨;郑英
64 一种基于深度学习和信号分析的故障诊断方法 专利 郑英;金淼;张永
查看更多信息请先登录或注册

相关项目

趋势报告

经验分享