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A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
作者:
Chuang Chen
;
Ningyun Lu
;
Bin Jiang
;
Cunsong Wang
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/04/09
Long short-term memory (LSTM) network
predictive maintenance
remaining useful life (RUL) estimation
risk-averse adaptation
support vector regression (SVR)
基于机器学习的设备预测性维护方法综述
期刊论文
计算机工程与应用, 2020, 卷号: 56
作者:
李杰其
;
胡良兵
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  |  
浏览/下载:2/0
  |  
提交时间:2021/01/11
predictive maintenance
life prediction
machine learning
artificial neural network
support vector machine
cluster analysis
random forest
预测性维护
寿命预测
机器学习
人工神经网络
支持向量机
聚类算法
随机森林
Risk-Oriented Product Assembly System Health Modeling and Predictive Maintenance Strategy
期刊论文
SENSORS, 2019, 卷号: 19
作者:
Liu, Fengdi
;
He, Yihai
;
Zhao, Yixiao
;
Zhang, Anqi
;
Zhou, Di
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2019/12/30
assembly system
health risk
key reliability characteristics (KRCs)
predictive maintenance
assembled product reliability
A new swarm intelligence optimized multiclass multi-kernel relevant vector machine: An experimental analysis in failure diagnostics of diesel engines
期刊论文
Structural Health Monitoring, 2018, 卷号: 17, 页码: 1503-1519
作者:
Li, Zhixiong
;
Jiang, Yu
;
Duan, Zhihe
;
Peng, Zhongxiao
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/26
Failure diagnostics
Intelligent computation
Machine condition monitoring
Manifold learning algorithm
Multi-kernel functions
Predictive maintenance
Relevant vector machines
Structure monitoring
Cost-oriented predictive maintenance based on mission reliability state for cyber manufacturing systems
期刊论文
ADVANCES IN MECHANICAL ENGINEERING, 2018, 卷号: 10
作者:
He, Yihai
;
Han, Xiao
;
Gu, Changchao
;
Chen, Zhaoxiang
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  |  
浏览/下载:3/0
  |  
提交时间:2019/12/30
Predictive maintenance
cyber manufacturing systems
multi-state
mission reliability
comprehensive cost
Machine remaining useful life prediction considering unit-to-unit variability
会议论文
作者:
Li, Naipeng
;
Lei, Yaguo
;
Li, Ningbo
;
Lin, Jing
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  |  
浏览/下载:10/0
  |  
提交时间:2019/11/26
Dependent stochastic process
Machine remaining useful lives
Particle Filtering
Predictive maintenance
Remaining useful life predictions
Stochastic process model
unit-to-unit variability
Useful life
A new paradigm of cloud-based predictive maintenance for intelligent manufacturing
期刊论文
JOURNAL OF INTELLIGENT MANUFACTURING, 2017, 卷号: 28, 页码: 1125-1137
作者:
Wang, Jinjiang
;
Zhang, Laibin
;
Duan, Lixiang
;
Gao, Robert X.
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  |  
浏览/下载:6/0
  |  
提交时间:2020/01/03
Cloud computing
Cloud manufacturing
Mobile agent
Predictive maintenance
Integrated predictive maintenance strategy for manufacturing systems by combining quality control and mission reliability analysis
期刊论文
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 卷号: 55, 页码: 5841-5862
作者:
He, Yihai
;
Gu, Changchao
;
Chen, Zhaoxiang
;
Han, Xiao
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/30
manufacturing systems
predictive maintenance (PdM)
product quality control
mission reliability analysis
cost optimisation
Product quality oriented predictive maintenance strategy for manufacturing systems
会议论文
2017 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM-HARBIN), 2017-01-01
作者:
Gu, Changchao
;
He, Yihai
;
Han, Xiao
;
Chen, Zhaoxiang
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
predictive maintenance
manufacturing systems
product quality
reliability
Cost optimization
Comprehensive Cost Oriented Predictive Maintenance Based on Mission Reliability for a Manufacturing System
会议论文
Annual Reliability and Maintainability Symposium (RAMS), Orlando, FL, 2017-01-23
作者:
Gu, Changchao
;
He, Yihai
;
Han, Xiao
;
Xie, Min
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
predictive maintenance
multi-state manufacturing system
mission reliability
comprehensive cost
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