Online joint replacement-order optimization driven by a nonlinear ensemble remaining useful life prediction method

Degradation modeling and remaining useful life prediction for dependent competing failure processes

(2021) Tao Yan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Maintenance optimisation for multi-component system with structural dependence: Application to machine tool sub-system

(2020) Duc-Hanh Dinh et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Joint Maintenance and Spare Parts Inventory Optimization for Multi-Unit Systems Considering Imperfect Maintenance Actions

(2020) Tao Yan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

A joint order-replacement policy for deteriorating components with reliability constraint

(2020) Xiaosheng Si et al.   Science China-Information Sciences

Multiscale Convolutional Attention Network for Predicting Remaining Useful Life of Machinery

(2020) Biao Wang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Multi-Sensor Data-Driven Remaining Useful Life Prediction of Semi-Observable Systems

(2020) Naipeng Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Wiener–Hammerstein System Identification: A Fast Approach Through Spearman Correlation

(2019) Md Abu Hanif Shaikh et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Remaining useful life prediction based on health index similarity

(2019) Yingchao Liu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An ensemble of models for integrating dependent sources of information for the prognosis of the remaining useful life of Proton Exchange Membrane Fuel Cells

(2019) D. Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A new dynamic predictive maintenance framework using deep learning for failure prognostics

(2019) Khanh T.P. Nguyen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Joint optimization of spare parts ordering and age-based preventive replacement

(2019) Sofia Panagiotidou   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Joint optimization of ordering and maintenance with condition monitoring data

(2018) Ramin Moghaddass et al.   ANNALS OF OPERATIONS RESEARCH

Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods

(2018) Zhengxin Zhang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A Wiener Process Model-based Method for Remaining Useful Life Prediction Considering Unit-to-Unit Variability

(2018) Naipeng Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

(2018) Yaguo Lei et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering

(2018) Marcia Baptista et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Degradation Modeling and Remaining Useful Life Prediction of Aircraft Engines Using Ensemble Learning

(2018) Zhixiong Li et al.   JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME

An ensemble learning-based prognostic approach with degradation-dependent weights for remaining useful life prediction

(2017) Zhixiong Li et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Joint predictive maintenance and inventory strategy for multi-component systems using Birnbaum’s structural importance

(2017) Kim-Anh Nguyen et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

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

(2017) Chong Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

A mutual association based nonlinear ensemble mechanism for time series forecasting

(2015) Ratnadip Adhikari   APPLIED INTELLIGENCE

Multi-location gram-positive and gram-negative bacterial protein subcellular localization using gene ontology and multi-label classifier ensemble

(2015) Xiao Wang et al.   BMC BIOINFORMATICS

An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings

(2015) Naipeng Li et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Prognostic-Information-Based Order-Replacement Policy for a Non-Repairable Critical System in Service

(2015) Zhao-Qiang Wang et al.   IEEE TRANSACTIONS ON RELIABILITY

An iterated local search with multiple perturbation operators and time varying perturbation strength for the aircraft landing problem

(2015) Nasser R. Sabar et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE

PHM-Oriented Integrated Fusion Prognostics for Aircraft Engines Based on Sensor Data

(2014) Jiuping Xu et al.   IEEE SENSORS JOURNAL

A prognostics-based spare part ordering and system replacement policy for a deteriorating system subjected to a random lead time

(2014) Zhaoqiang Wang et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications

(2013) Jay Lee et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A degradation path-dependent approach for remaining useful life estimation with an exact and closed-form solution

(2012) Xiao-Sheng Si et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A Kalman Filter-Based Ensemble Approach With Application to Turbine Creep Prognostics

(2012) P. Baraldi et al.   IEEE TRANSACTIONS ON RELIABILITY

Joint maintenance and inventory optimization systems: A review

(2012) Adriaan Van Horenbeek et al.   INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS

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

(2012) Chao Hu et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Mis-specification analyses of gamma and Wiener degradation processes

(2011) Chih-Chun Tsai et al.   JOURNAL OF STATISTICAL PLANNING AND INFERENCE

Sensor-driven prognostic models for equipment replacement and spare parts inventory

(2008) Alaa H. Elwany et al.   IIE TRANSACTIONS

A condition-based replacement and spare provisioning policy for deteriorating systems with uncertain deterioration to failure

(2007) Ling Wang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH