A Bayesian least-squares support vector machine method for predicting the remaining useful life of a microwave component

A Modified Relevance Vector Machine for PEM Fuel-Cell Stack Aging Prediction

(2016) Yiming Wu et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

An Integrated Probabilistic Approach to Lithium-Ion Battery Remaining Useful Life Estimation

(2015) Datong Liu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Support vector machine based estimation of remaining useful life: current research status and future trends

(2015) Hong-Zhong Huang et al.   Journal of Mechanical Science and Technology

Prognostics and Health Management: A Review on Data Driven Approaches

(2015) Kwok L. Tsui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Lithium-ion battery remaining useful life estimation with an optimized Relevance Vector Machine algorithm with incremental learning

(2015) Datong Liu et al.   MEASUREMENT

An integrated unscented kalman filter and relevance vector regression approach for lithium-ion battery remaining useful life and short-term capacity prediction

(2015) Xiujuan Zheng et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Practical options for selecting data-driven or physics-based prognostics algorithms with reviews

(2015) Dawn An et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Prediction of sour gas compressibility factor using an intelligent approach

(2013) Arash Kamari et al.   FUEL PROCESSING TECHNOLOGY

A framework for predicting the remaining useful life of a single unit under time-varying operating conditions

(2013) Haitao Liao et al.   IIE TRANSACTIONS

Prognostics of lithium-ion batteries based on relevance vectors and a conditional three-parameter capacity degradation model

(2013) Dong Wang et al.   JOURNAL OF POWER SOURCES

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

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

A hybrid model of self-organizing maps (SOM) and least square support vector machine (LSSVM) for time-series forecasting

(2011) Shuhaida Ismail et al.   EXPERT SYSTEMS WITH APPLICATIONS

Remaining useful life estimation – A review on the statistical data driven approaches

(2010) Xiao-Sheng Si et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework

(2008) B. Saha et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT