Remaining Useful Life Prediction of Rolling Bearings Using PSR, JADE, and Extreme Learning Machine

Remaining useful life estimation for mechanical systems based on similarity of phase space trajectory

(2015) Qing Zhang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics

(2015) Kamran Javed et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A fusion feature and its improvement based on locality preserving projections for rolling element bearing fault classification

(2015) Xiaoxi Ding et al.   JOURNAL OF SOUND AND VIBRATION

Residual life prediction for ball bearings based on joint approximate diagonalization of eigen matrices and extreme learning machine

(2015) Fang Liu et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE

Bearing Fault Diagnosis Based on Statistical Locally Linear Embedding

(2015) Xiang Wang et al.   SENSORS

A Novel Improved ELM Algorithm for a Real Industrial Application

(2014) Hai-Gang Zhang et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Bearing Condition Recognition and Degradation Assessment under Varying Running Conditions Using NPE and SOM

(2014) Shaohui Zhang et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Machine Fault Classification Based on Local Discriminant Bases and Locality Preserving Projections

(2014) Qingbo He et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Bearing degradation process prediction based on the PCA and optimized LS-SVM model

(2013) Shaojiang Dong et al.   MEASUREMENT

Long-term time series prediction using OP-ELM

(2013) Alexander Grigorievskiy et al.   NEURAL NETWORKS

Automatic selection of a representative trial from multiple measurements using Principle Component Analysis

(2012) Katrin Schweizer et al.   JOURNAL OF BIOMECHANICS

Classification of fault location and performance degradation of a roller bearing

(2012) Ying Zhang et al.   MEASUREMENT

Evaluation of Effectiveness of Wavelet Based Denoising Schemes Using ANN and SVM for Bearing Condition Classification

(2012) Vijay G. S. et al.   Computational Intelligence and Neuroscience

Analysis of Superimposed Ultrasonic Guided Waves in Long Bones by the Joint Approximate Diagonalization of Eigen-matrices Algorithm

(2011) Xiaojun Song et al.   ULTRASOUND IN MEDICINE AND BIOLOGY

Prognostic modelling options for remaining useful life estimation by industry

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

Combination of probability approach and support vector machine towards machine health prognostics

(2010) Wahyu Caesarendra et al.   PROBABILISTIC ENGINEERING MECHANICS

Fault classification of rolling bearing based on reconstructed phase space and Gaussian mixture model

(2009) Guo Feng Wang et al.   JOURNAL OF SOUND AND VIBRATION

Machinery fault diagnosis using supervised manifold learning

(2009) Quansheng Jiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rotating machinery prognostics: State of the art, challenges and opportunities

(2008) Aiwina Heng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING