Feature selection and fault-severity classification-based machine health assessment methodology for point machine sliding-chair degradation

A review on data-driven fault severity assessment in rolling bearings

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Change points detection in crime-related time series: An on-line fuzzy approach based on a shape space representation

(2016) Fabrizio Albertetti et al.   APPLIED SOFT COMPUTING

Fault diagnosis of railway point machines using dynamic time warping

(2016) H. Kim et al.   ELECTRONICS LETTERS

Recent advances on SVM based fault diagnosis and process monitoring in complicated industrial processes

(2016) Zuyu Yin et al.   NEUROCOMPUTING

A review of diagnostics and prognostics of low-speed machinery towards wind turbine farm-level health management

(2016) Surya Teja Kandukuri et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Bearing Health Monitoring Based on Hilbert–Huang Transform, Support Vector Machine, and Regression

(2015) Abdenour Soualhi et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

An evaluation of classifier-specific filter measure performance for feature selection

(2015) Cecille Freeman et al.   PATTERN RECOGNITION

Remaining useful life prognostics for aeroengine based on superstatistics and information fusion

(2014) Junqiang Liu et al.   Chinese Journal of Aeronautics

Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility

(2014) Seyed Mohammad Rezvanizaniani et al.   JOURNAL OF POWER SOURCES

Feature extraction and fault severity classification in ball bearings

(2014) Aditya Sharma et al.   JOURNAL OF VIBRATION AND CONTROL

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Remaining useful life estimation based on nonlinear feature reduction and support vector regression

(2013) T. Benkedjouh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Discovering Prognostic Features Using Genetic Programming in Remaining Useful Life Prediction

(2013) Linxia Liao   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

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

An algorithm for improved performance of railway condition monitoring equipment: Alternating-current point machine case study

(2013) T. Asada et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Feature Evaluation for Effective Bearing Prognostics

(2012) F. Camci et al.   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

State-Based Prognostics with State Duration Information

(2012) O. F. Eker et al.   QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL

A Simple State-Based Prognostic Model for Railway Turnout Systems

(2011) Omer Faruk Eker et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Residual Life Predictions in the Absence of Prior Degradation Knowledge

(2009) N. Gebraeel et al.   IEEE TRANSACTIONS ON RELIABILITY

Quantification of condition indicator performance on a split torque gearbox

(2009) Eric Bechhoefer et al.   JOURNAL OF INTELLIGENT MANUFACTURING

A time series representation model for accurate and fast similarity detection

(2009) Francesco Gullo et al.   PATTERN RECOGNITION

Railway point mechanisms: Condition monitoring and fault detection

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