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北京航空航天大学 [14]
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期刊论文 [8]
会议论文 [6]
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2018 [3]
2016 [3]
2015 [3]
2014 [2]
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2011 [2]
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专题:北京航空航天大学
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Improving failures prediction by exploring weighted shape-based time-series clustering
期刊论文
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2018, 卷号: 34, 页码: 138-160
作者:
Wang, Xin
;
Wu, Ji
;
Liu, Chao
;
Wang, Senzhang
;
Wang, Tingshu
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/30
distance metric
failures prediction
feature extraction
hybrid models
time-series clustering
Balance gate controlled deep neural network
期刊论文
NEUROCOMPUTING, 2018, 卷号: 320, 页码: 183-194
作者:
Liu, Anji
;
Laili, Yuanjun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Deep neural network
Balanced gate
Light-weight training
Regression
Time-series prediction
A Failure Prediction Method for Spacecraft Loads Based on Time Series Model
会议论文
12TH INTERNATIONAL CONFERENCE ON RELIABILITY, MAINTAINABILITY, AND SAFETY (ICRMS 2018), 2018-01-01
作者:
Zhang, Yuanhang
;
Shao, Yinghua
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
failure prediction
Time Series Model
ARIMA model
Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method
会议论文
16th IEEE International Conference on Data Mining (ICDM), Barcelona, SPAIN, 2016-01-01
作者:
Wang, Jingyuan
;
Gu, Qian
;
Wu, Junjie
;
Liu, Guannan
;
Xiong, Zhang
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Intelligent transportation systems
Deep learning
Spatio-temporal
Time series prediction
Convolutional neural network
奇异谱分析在故障时间序列分析中的应用
期刊论文
北京航空航天大学学报, 2016, 卷号: 42, 页码: 2321-2331
作者:
王鑫
;
吴际
;
刘超
;
牛文生
;
张华
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
奇异谱分析(SSA) 故障时间序列 预测 参数优选 模型组合 singular spectrum analysis (SSA) failure time series prediction parameter optimization model combination
Design Method of FCM Representation with Optimization Algorithm
会议论文
Joint Conference of the 16th Asia Simulation Conference / SCS International Autumn Simulation Multi-Conference (AsiaSim/SCS AutumnSim), Beijing, PEOPLES R CHINA, 2016-01-01
作者:
Yuan, Haibin
;
Wu, QiCai
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/30
Fuzzy cognitive map
Simulation
Optimization
Time series
Fuzzy systems
Prediction
System reliability prediction by support vector regression with analytic selection and genetic algorithm parameters selection
期刊论文
APPLIED SOFT COMPUTING, 2015, 卷号: 30, 页码: 792-802
作者:
Zhao, Wei
;
Tao, Tao
;
Zio, Enrico
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/01/06
Reliability prediction
Time series forecasting
Support vector regression
Parameter selection
Analytic selection
Genetic algorithms
A Combined Life Prediction Method for Product Based on IOWA Operator
会议论文
8th World Congress on Engineering Asset Management (WCEAM), Int Soc Engn Asset Management, Hong Kong, PEOPLES R CHINA, 2015-01-01
作者:
Feng, Lei
;
Li, Xiaoyang
;
Jiang, Tongmin
;
Dang, Xiangjun
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/01/06
Combined prediction
Time series model
BP neural network
IOWA operator
Performance degradation data
Complex Rotation Quantum Dynamic Neural Networks (CRQDNN) using Complex Quantum Neuron (CQN): Applications to time series prediction
期刊论文
NEURAL NETWORKS, 2015, 卷号: 71, 页码: 11-26
作者:
Cui, Yiqian
;
Shi, Junyou
;
Wang, Zili
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/06
Quantum entanglement
Complex Quantum Neuron (CQN)
Infinite Impulse Response (IIR)
Chaotic time series prediction
Remaining Useful Life (RUL) prediction
A Combined Prediction Method for the Life of Product Based on PSO with Immunity Algorithms
会议论文
2014 60TH ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM (RAMS), 2014-01-01
作者:
Feng, Lei
;
Li, Xiaoyang
;
Jiang, Tongmin
;
Dang, Xiangjun
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/06
combined prediction
time series
Brownian motion with drift
IA-PSO
performance degradation data
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