Application of Artificial Neural Network for Damage Detection in Planetary Gearbox of Wind Turbine

Fault feature analysis of planetary gear system with tooth root crack and flexible ring gear rim

(2015) Zaigang Chen et al.   ENGINEERING FAILURE ANALYSIS

Power system voltage stability monitoring using artificial neural networks with a reduced set of inputs

(2014) A.R. Bahmanyar et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Dynamic and phenomenological vibration models for failure prediction on planet gears of planetary gearboxes

(2014) Juan Pablo Torregrosa Koch et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Wind turbine fault detection based on SCADA data analysis using ANN

(2014) Zhen-You Zhang et al.   Advances in Manufacturing

Development of an artificial neural network processing technique for the analysis of damage evolution in pultruded composites with acoustic emission

(2013) Davide Crivelli et al.   COMPOSITES PART B-ENGINEERING

Condition monitoring and fault diagnosis of planetary gearboxes: A review

(2013) Yaguo Lei et al.   MEASUREMENT

Validation of vibration measurements for heavy duty machinery diagnostics

(2013) A. Jablonski et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wind turbine condition monitoring by the approach of SCADA data analysis

(2013) Wenxian Yang et al.   RENEWABLE ENERGY

A flexible algorithm for fault diagnosis in a centrifugal pump with corrupted data and noise based on ANN and support vector machine with hyper-parameters optimization

(2012) A. Azadeh et al.   APPLIED SOFT COMPUTING

Diagnosis of artificially created surface damage levels of planet gear teeth using ordinal ranking

(2012) Xiaomin Zhao et al.   MEASUREMENT

Modeling of probability distribution functions for automatic threshold calculation in condition monitoring systems

(2012) A. Jablonski et al.   MEASUREMENT

Fault detection of planetary gearboxes using new diagnostic parameters

(2012) Yaguo Lei et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Two simple multivariate procedures for monitoring planetary gearboxes in non-stationary operating conditions

(2012) Radoslaw Zimroz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Angular resampling for vibration analysis in wind turbines under non-linear speed fluctuation

(2011) Luisa F. Villa et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wind turbine downtime and its importance for offshore deployment

(2010) S. Faulstich et al.   WIND ENERGY

An artificial neural network method for remaining useful life prediction of equipment subject to condition monitoring

(2009) Zhigang Tian   JOURNAL OF INTELLIGENT MANUFACTURING

A new feature for monitoring the condition of gearboxes in non-stationary operating conditions

(2009) W. Bartelmus et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Design and implementation of an automatic condition‐monitoring expert system for ball‐bearing fault detection

(2008) A. Hajnayeb et al.   INDUSTRIAL LUBRICATION AND TRIBOLOGY

Constrained adaptive lifting and the CAL4 metric for helicopter transmission diagnostics

(2008) Paul D. Samuel et al.   JOURNAL OF SOUND AND VIBRATION

Application of spectral kurtosis for detection of a tooth crack in the planetary gear of a wind turbine

(2008) Tomasz Barszcz et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Condition monitoring and fault detection of wind turbines and related algorithms: A review

(2007) Z. Hameed et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS