4.7 Article

A generalized remaining useful life prediction method for complex systems based on composite health indicator

Related references

Note: Only part of the references are listed.
Article Computer Science, Information Systems

A novel soft computing method for engine RUL prediction

Sandip Kumar Singh et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2019)

Article Engineering, Electrical & Electronic

Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment

Vepa Atamuradov et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2019)

Article Green & Sustainable Science & Technology

Validation and verification of a hybrid method for remaining useful life prediction of lithium-ion batteries

YongZhi Zhang et al.

JOURNAL OF CLEANER PRODUCTION (2019)

Article Engineering, Mechanical

Rolling bearing health prognosis using a modified health index based hierarchical gated recurrent unit network

Xingqiu Li et al.

MECHANISM AND MACHINE THEORY (2019)

Article Engineering, Industrial

Degradation state mining and identification for railway point machines

Chong Bian et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2019)

Article Engineering, Mechanical

Abrupt fault remaining useful life estimation using measurements from a reciprocating compressor valve failure

Panagiotis Loukopoulos et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2019)

Article Engineering, Industrial

Remaining useful life prediction based on health index similarity

Liu Yingchao et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2019)

Article Engineering, Industrial

Gated recurrent unit based recurrent neural network for remaining useful life prediction of nonlinear deterioration process

Chen Jinglong et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2019)

Article Computer Science, Interdisciplinary Applications

A multimodal and hybrid deep neural network model for Remaining Useful Life estimation

Ali Al-Dulaimi et al.

COMPUTERS IN INDUSTRY (2019)

Article Engineering, Multidisciplinary

A multi-sensor approach to remaining useful life estimation for a slurry pump

Yiu L. Tse et al.

MEASUREMENT (2019)

Article Engineering, Multidisciplinary

HYGP-MSAM based model for slewing bearing residual useful life prediction

Peng Ding et al.

MEASUREMENT (2019)

Article Engineering, Mechanical

Performance degradation assessment of a wind turbine gearbox based on multi-sensor data fusion

Yubin Pan et al.

MECHANISM AND MACHINE THEORY (2019)

Article Automation & Control Systems

Joint Learning of Degradation Assessment and RUL Prediction for Aeroengines via Dual-Task Deep LSTM Networks

Huihui Miao et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2019)

Article Engineering, Mechanical

A novel method based upon modified composite spectrum and relative entropy for degradation feature extraction of hydraulic pump

Hongru Li et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2019)

Article Computer Science, Artificial Intelligence

Tool condition prognostics using logistic regression with penalization and manifold regularization

Jianbo Yu

APPLIED SOFT COMPUTING (2018)

Article Computer Science, Hardware & Architecture

Integration of Data-Level Fusion Model and Kernel Methods for Degradation Modeling and Prognostic Analysis

Changyue Song et al.

IEEE TRANSACTIONS ON RELIABILITY (2018)

Review Engineering, Mechanical

Machinery health prognostics: A systematic review from data acquisition to RUL prediction

Yaguo Lei et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2018)

Article Engineering, Industrial

Structural health monitoring data fusion for in-situ life prognosis of composite structures

Nick Eleftheroglou et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2018)

Article Computer Science, Artificial Intelligence

A Novel Time Series-Histogram of Features (TS-HoF) Method for Prognostic Applications

Pin Lim et al.

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE (2018)

Article Engineering, Industrial

Scalable prognostic models for large-scale condition monitoring applications

Xiaolei Fang et al.

IISE TRANSACTIONS (2017)

Article Automation & Control Systems

Optimize the Signal Quality of the Composite Health Index via Data Fusion for Degradation Modeling and Prognostic Analysis

Kaibo Liu et al.

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING (2017)

Article Computer Science, Hardware & Architecture

Sensory-Based Failure Threshold Estimation for Remaining Useful Life Prediction

Abdallah Chehade et al.

IEEE TRANSACTIONS ON RELIABILITY (2017)

Article Chemistry, Physical

A novel health indicator for PEMFC state of health estimation and remaining useful life prediction

Jiayu Chen et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2017)

Article Engineering, Mechanical

Reduced kernel recursive least squares algorithm for aero-engine degradation prediction

Haowen Zhou et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2017)

Article Computer Science, Artificial Intelligence

A recurrent neural network based health indicator for remaining useful life prediction of bearings

Liang Guo et al.

NEUROCOMPUTING (2017)

Article Engineering, Multidisciplinary

An ensemble model for engineered systems prognostics combining health index synthesis approach and particle filtering

Li Yongxiang et al.

QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL (2017)

Article Engineering, Industrial

Multistream sensor fusion-based prognostics model for systems with single failure modes

Xiaolei Fang et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2017)

Article Computer Science, Artificial Intelligence

Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

Chong Zhang et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2017)

Article Automation & Control Systems

Integration of Data Fusion Methodology and Degradation Modeling Process to Improve Prognostics

Kaibo Liu et al.

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING (2016)

Article Engineering, Electrical & Electronic

Health Condition Monitoring and Early Fault Diagnosis of Bearings Using SDF and Intrinsic Characteristic-Scale Decomposition

Yongbo Li et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2016)

Article Engineering, Electrical & Electronic

A New Method Based on Stochastic Process Models for Machine Remaining Useful Life Prediction

Yaguo Lei et al.

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (2016)

Article Chemistry, Physical

A novel health indicator for on-line lithium-ion batteries remaining useful life prediction

Yapeng Zhou et al.

JOURNAL OF POWER SOURCES (2016)

Article Engineering, Civil

Prediction of Railcar Remaining Useful Life by Multiple Data Source Fusion

Zhiguo Li et al.

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2015)

Article Computer Science, Hardware & Architecture

A Physics-Based Modeling Approach for Performance Monitoring in Gas Turbine Engines

Houman Hanachi et al.

IEEE TRANSACTIONS ON RELIABILITY (2015)

Article Computer Science, Information Systems

A belief function theory based approach to combining different representation of uncertainty in prognostics

Piero Baraldi et al.

INFORMATION SCIENCES (2015)

Article Engineering, Mechanical

Bearing fault prognostics using Renyi entropy based features and Gaussian process models

Pavle Boskoski et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2015)

Article Engineering, Industrial

Remaining useful life estimation based on discriminating shapelet extraction

Simon Malinowski et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2015)

Article Automation & Control Systems

Discovering Prognostic Features Using Genetic Programming in Remaining Useful Life Prediction

Linxia Liao

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS (2014)

Article Automation & Control Systems

A Data-Level Fusion Model for Developing Composite Health Indices for Degradation Modeling and Prognostic Analysis

Kaibo Liu et al.

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING (2013)

Article Computer Science, Artificial Intelligence

Bearing fault prognosis based on health state probability estimation

Hack-Eun Kim et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Engineering, Mechanical

Application of a state space modeling technique to system prognostics based on a health index for condition-based maintenance

Jianzhong Sun et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2012)

Article Engineering, Industrial

Ensemble of data-driven prognostic algorithms for robust prediction of remaining useful life

Chao Hu et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2012)

Article Computer Science, Artificial Intelligence

Application of relevance vector machine and survival probability to machine degradation assessment

Achmad Widodo et al.

EXPERT SYSTEMS WITH APPLICATIONS (2011)

Article Automation & Control Systems

Sensory-updated residual life distributions for components with exponential degradation patterns

Nagi Gebraeel

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING (2006)