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Researcher
Konstantinos Gryllias
- Disciplines:Other engineering and technology
Affiliations
- Mecha(tro)nic System Dynamics (LMSD) (Division)
Member
From1 Aug 2020 → Today - Production Engineering, Machine Design and Automation (PMA) Section (Division)
Member
From1 Oct 2014 → 4 Aug 2020
Projects
1 - 10 of 12 results
- Physics-guided transfer learning for lightweight structural dynamics testingFrom6 Oct 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Noise and vibration in eco-efficient powertrainsFrom1 Mar 2020 → TodayFunding: H2020 - Skills and Career Development (Marie Sk?odowska-Curie) actions
- Development of signal processing tools for vibroacoustic diagnostics and prognosticsFrom10 Jan 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Digital Twins for high-dynamic mechatronic systems -dynamic force, torque and stress estimationFrom1 Oct 2019 → TodayFunding: IOF - technology concept exploration, IOF - Industrial Research Fund
- Model based data analyticsFrom1 Jan 2018 → 31 Dec 2019Funding: Own budget, for example: patrimony, inscription fees, gifts
- Component based TPA for virtual vehicle noise and vibration predictionFrom19 Dec 2017 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Vibroacoustic based condition monitoring of rotating machinery under non stationary operating conditionsFrom24 Nov 2017 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- DETECT-IV: Model-supported development of non-destructive testing (NDT) methods for defect detection in composite parts with industrial complexity and volume production.From1 May 2017 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Cost-effective vibroacoustic monitoringFrom1 Oct 2015 → 31 Dec 2017Funding: Own budget, for example: patrimony, inscription fees, gifts
- Innovative NVH Testing and Simulation Methods for Eco-efficient Powertrain EngineeringFrom1 Apr 2015 → 30 Sep 2018Funding: IWT / VLAIO - excluding impulse programmes
Publications
1 - 10 of 90 results
- Cyclostationary-based Multiband Envelope Spectra Extraction for bearing diagnostics: The Combined Improved Envelope Spectrum(2021)Journal: Mechanical Systems and Signal ProcessingISSN: 0888-3270Volume: 149
Authors: Alexandre Miguel Ricardo Mauricio, Konstantinos Gryllias
Number of pages: 13 - Computer-vision-based research on friction vibration and coupling of frictional and torsional vibrations in water-lubricated bearing-shaft system(2020)Journal: Tribology InternationalISSN: 0301-679XVolume: 150
Authors: Fuming Kuang, Xincong Zhou, Zhenglin Liu, Jian Huang, Xueshen Liu, Kangwei Qian, Konstantinos Gryllias
Number of pages: 13 - Improved Envelope Spectrum via Feature Optimisation-gram (IESFOgram): A novel tool for rolling element bearing diagnostics under non-stationary operating conditions(2020)Journal: Mechanical Systems and Signal ProcessingISSN: 0888-3270Volume: 144
Authors: Alexandre Miguel Ricardo Mauricio, Wade A Smith, Robert B Randall, Jerome Antoni, Konstantinos Gryllias
Number of pages: 14 - A methodology for identifying information rich frequency bands for diagnostics of mechanical components-of-interest under time-varying operating conditions(2020)Journal: Mechanical Systems and Signal ProcessingISSN: 0888-3270Volume: 142
Authors: Stephan Schmidt, Alexandre Miguel Ricardo Mauricio, Stephan Heyns, Konstantinos Gryllias
Number of pages: 22 - Bearing diagnostics under strong electromagnetic interference based on Integrated Spectral Coherence(2020)Journal: Mechanical Systems and Signal ProcessingISSN: 0888-3270Volume: 140
Authors: Alexandre Miguel Ricardo Mauricio, Junyu Qi, Wade A Smith, Mathieu Sarazin, Robert B Randall, Karl Janssens, Konstantinos Gryllias
Number of pages: 15 - A Semi-supervised Support Vector Data Description-based Fault Detection Method for Rolling Element Bearings based on Cyclic Spectral Coherence(2020)Book: BOOK OF PROCEEDINGS SURVISHNO 2019
Authors: Chenyu Liu, Konstantinos Gryllias
Pages: 751 - 751Number of pages: 13 - A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks(2020)Journal: Mechanical Systems and Signal ProcessingISSN: 0888-3270Volume: 140
Authors: Zhuyun Chen, Alexandre Miguel Ricardo Mauricio, Weihua Li, Konstantinos Gryllias
Number of pages: 16 - A general anomaly detection framework for fleet-based condition monitoring of machines(2020)Journal: Mechanical Systems and Signal ProcessingISSN: 0888-3270Volume: 139
Authors: Kilian Hendrickx, Wannes Meert, Yves Mollet, Johan Gyselinck, Bram Cornelis, Konstantinos Gryllias, Jesse Davis
Number of pages: 21 - Cyclostationary modeling for local fault diagnosis of planetary gear vibration signals(2020)Journal: Journal of Sound and VibrationISSN: 0022-460XVolume: 471
Authors: Ruo-Bin Sun, Zhi-Bo Yang, Konstantinos Gryllias, Xue-Feng Chen
Number of pages: 13 - Planetary gearbox spectral modeling based on the hybrid method of dynamics and LSTM(2020)Journal: Mechanical Systems and Signal ProcessingISSN: 0888-3270Volume: 138
Authors: Ruo-Bin Sun, Zhi-Bo Yang, Liang-Dong Yang, Bai-Jie Qiao, Xue-Feng Chen, Konstantinos Gryllias
Number of pages: 13