Digital twin-driven intelligent assessment of gear surface degradation

A tribo-dynamic based pitting evolution model of planetary gear sets: A topographical updating approach

(2022) Yifan Huangfu et al.   INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES

Physics-Informed LSTM hyperparameters selection for gearbox fault detection

(2022) Yuejian Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A transfer learning-based digital twin for detecting localised torsional friction in deviated wells

(2022) T.G. Ritto et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel cyclic-correntropy based indicator for gear wear monitoring

(2022) Ke Feng et al.   TRIBOLOGY INTERNATIONAL

Digital twins for design in the presence of uncertainties

(2022) Jiannan Yang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A novel similarity-based status characterization methodology for gear surface wear propagation monitoring

(2022) Ke Feng et al.   TRIBOLOGY INTERNATIONAL

Digital twin approach for on-load tap changers using data-driven dynamic model updating and optimization-based operating condition estimation

(2022) Wongon Kim et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A review of vibration-based gear wear monitoring and prediction techniques

(2022) Ke Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Condition monitoring of worm gear wear and wear particle analysis of industrial worm gear sets

(2021) Surapol Raadnui   WEAR

An Analysis of Polymer Gear Wear in a Spur Gear Train Made Using FDM and FFF Methods Based on Tooth Surface Topography Assessment

(2021) Jadwiga Pisula et al.   Polymers

Enhancing gearbox vibration signals under time-varying operating conditions by combining a whitening procedure and a synchronous processing method

(2021) Stephan Schmidt et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Digital twin, physics-based model, and machine learning applied to damage detection in structures

(2021) T.G. Ritto et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Condition Monitoring of Slow-speed Gear Wear using a Transmission Error-based Approach with Automated Feature Selection

(2021) Stefan Sendlbeck et al.   International Journal of Prognostics and Health Management

Unsupervised domain-share CNN for machine fault transfer diagnosis from steady speeds to time-varying speeds

(2021) Hongru Cao et al.   JOURNAL OF MANUFACTURING SYSTEMS

Vibration-based monitoring and prediction of surface profile change and pitting density in a spur gear wear process

(2021) Ke Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A fault information-guided variational mode decomposition (FIVMD) method for rolling element bearings diagnosis

(2021) Qing Ni et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

How to model and implement connections between physical and virtual models for digital twin application

(2020) Haifan Jiang et al.   JOURNAL OF MANUFACTURING SYSTEMS

A digital twin-driven production management system for production workshop

(2020) Jun Ma et al.   The International Journal of Advanced Manufacturing Technology

Use of an improved vibration-based updating methodology for gear wear prediction

(2020) Ke Feng et al.   ENGINEERING FAILURE ANALYSIS

Use of cyclostationary properties of vibration signals to identify gear wear mechanisms and track wear evolution

(2020) Ke Feng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A quantitatively distributed wear-measurement method for spur gears during micro-pitting and pitting tests

(2020) Jiachun Lin et al.   TRIBOLOGY INTERNATIONAL

Vibration-based updating of wear prediction for spur gears

(2019) Ke Feng et al.   WEAR

Application of surface replication combined with image analysis to investigate wear evolution on gear teeth – A case study

(2019) Haichuan Chang et al.   WEAR

A correlation coefficient based vibration indicator for detecting natural pitting progression in spur gears

(2019) Pradeep Kundu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Enabling technologies and tools for digital twin

(2019) Qinglin Qi et al.   JOURNAL OF MANUFACTURING SYSTEMS

Two novel mixed effects models for prognostics of rolling element bearings

(2018) Dong Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Dynamic modeling of gearbox faults: A review

(2018) Xihui Liang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Prediction of micropitting damage in gear teeth contacts considering the concurrent effects of surface fatigue and mild wear

(2018) G.E. Morales-Espejel et al.   WEAR

A fault diagnosis method for planetary gearboxes under non-stationary working conditions using improved Vold-Kalman filter and multi-scale sample entropy

(2018) Yongbo Li et al.   JOURNAL OF SOUND AND VIBRATION

Simulation of fatigue failure on tooth flanks in consideration of pitting initiation and growth

(2018) Max Weibring et al.   TRIBOLOGY INTERNATIONAL

Gear wear monitoring by modulation signal bispectrum based on motor current signal analysis

(2017) Ruiliang Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Gear Wear Process Monitoring Using a Sideband Estimator Based on Modulation Signal Bispectrum

(2017) Ruiliang Zhang et al.   Applied Sciences-Basel

Development of a gear vibration indicator and its application in gear wear monitoring

(2016) Chongqing Hu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Experimental investigations of surface wear assessment of spur gear teeth

(2011) Muniyappa Amarnath et al.   JOURNAL OF VIBRATION AND CONTROL

Statistical fault diagnosis based on vibration analysis for gear test-bench under non-stationary conditions of speed and load

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

Influence of Tip Relief Modification on the Wear of Spur Gears with Asymmetric Teeth

(2008) Fatih Karpat et al.   TRIBOLOGY TRANSACTIONS

Automated classification of wear particles based on their surface texture and shape features

(2007) Gwidon P. Stachowiak et al.   TRIBOLOGY INTERNATIONAL