Prognostics uncertainty reduction by right-time prediction of remaining useful life based on hidden Markov model and proportional hazard model

Similarity-based failure threshold determination for system residual life prediction

(2020) Biao Ma et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

Degradation modeling method for rotary lip seal based on failure mechanism analysis and stochastic process

(2020) Di Liu et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

Potential, challenges and future directions for deep learning in prognostics and health management applications

(2020) Olga Fink et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An improved similarity-based prognostic algorithm for RUL estimation using an RNN autoencoder scheme

(2020) Wennian Yu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Models of vehicle service system supply under information uncertainty

(2020) Marianna Jacyna et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

Remaining useful life prediction for Lithium-ion batteries using fractional Brownian motion and Fruit-fly Optimization Algorithm

(2020) Haiyang Wang et al.   MEASUREMENT

A novel approach for predicting tool remaining useful life using limited data

(2020) Hai Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Remaining useful life prediction model of the space station

(2019) Xiaopeng Li et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

Particle swarm-optimized support vector machines and pre-processing techniques for remaining useful life estimation of bearings

(2019) Caio Bezerra Souto Maior et al.   Eksploatacja i Niezawodnosc-Maintenance and Reliability

Novel direct remaining useful life estimation of aero-engines with randomly assigned hidden nodes

(2019) Jian-Ming Bai et al.   NEURAL COMPUTING & APPLICATIONS

Remaining useful life prediction of lubricating oil with dynamic principal component analysis and proportional hazards model

(2019) Ying Du et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART J-JOURNAL OF ENGINEERING TRIBOLOGY

Analysis of the Reliability of a Starter-Generator Using a Dynamic Bayesian Network

(2019) Dooyoul Lee et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Molecular subtypes based on DNA methylation predict prognosis in colon adenocarcinoma patients

(2019) Changshun Yang et al.   Aging-US

Selective health indicator for bearings ensemble remaining useful life prediction with genetic algorithm and Weibull proportional hazards model

(2019) Guangqi Qiu et al.   MEASUREMENT

Predictive group maintenance for multi-system multi-component networks

(2019) Zhenglin Liang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Predictive maintenance of systems subject to hard failure based on proportional hazards model

(2019) Jiawen Hu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Controlling the accuracy and uncertainty trade-off in RUL prediction with a surrogate Wiener propagation model

(2019) Yingjun Deng et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Remaining Useful Life Estimation of Structure Systems Under the Influence of Multiple Causes: Subsea Pipelines as a Case Study

(2019) Baoping Cai et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Hybrid method for remaining useful life prediction in wind turbine systems

(2018) M.A. Djeziri et al.   RENEWABLE ENERGY

A prediction method for the real-time remaining useful life of wind turbine bearings based on the Wiener process

(2018) Yaogang Hu et al.   RENEWABLE ENERGY

Prediction of hard failures with stochastic degradation signals using Wiener process and proportional hazards model

(2018) Jianing Man et al.   COMPUTERS & INDUSTRIAL ENGINEERING

An integrated imputation-prediction scheme for prognostics of battery data with missing observations

(2018) Roozbeh Razavi-Far et al.   EXPERT SYSTEMS WITH APPLICATIONS

Adaptive relevant vector machine based RUL prediction under uncertain conditions

(2018) Xiuli Wang et al.   ISA TRANSACTIONS

Hidden Markov model with auto-correlated observations for remaining useful life prediction and optimal maintenance policy

(2017) Zhen Chen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

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

(2015) Piero Baraldi et al.   INFORMATION SCIENCES

Significance, interpretation, and quantification of uncertainty in prognostics and remaining useful life prediction

(2015) Shankar Sankararaman   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Remaining useful life prediction of individual units subject to hard failure

(2014) Qiang Zhou et al.   IIE TRANSACTIONS

Prognostics uncertainty reduction by fusing on-line monitoring data based on a state-space-based degradation model

(2013) Jianzhong Sun et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Machine performance degradation assessment and remaining useful life prediction using proportional hazard model and support vector machine

(2012) Van Tung Tran et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Two-Zone Proportional Hazard Model for Equipment Remaining Useful Life Prediction

(2010) Ming-Yi You et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Prognostic modelling options for remaining useful life estimation by industry

(2010) J.Z. Sikorska et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING