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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 45
- AI-Enabled Data Lifecycles Optimization and Data Spaces Integration for Increased Efficiency and InteroperabilityFrom1 Jan 2024 → TodayFunding: Horizon Europe - Digital, Industry and Space
- Closing the Product-Production loop for high performant injection moulded parts (PerIMPro_SBO)From1 Jan 2024 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- Smart, Aware, Integrated Wind Farm Control Interacting with Digital Twins (ICONIC)From1 Dec 2023 → TodayFunding: HORIZON.2.5 - Climate, Energy and Mobility
- Acoustic monitoring of (fleets of) machines and vehiclesFrom23 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- A Hybrid Approach for Condition Monitoring of MachineryFrom2 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- The Doctoral Network on Prognostics and heAlth management of nexT GeneRatiOn drivetraiNsFrom15 May 2023 → TodayFunding: BOF - projects
- NExt generation methodologies for the flexible operation and oPTimUm maintenance of hydraulic turbomachiNEsFrom15 May 2023 → TodayFunding: BOF - projects
- Computational damage detection and diagnosis in composite structures based on metamodeling aided Bayesian inference schemeFrom27 Feb 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Fault detection and diagnosis in bearings and gears using fiber-optic sensorsFrom31 Jan 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Automatic multi-sensor validation methodsFrom9 Jan 2023 → 29 Jul 2023Funding: Own budget, for example: patrimony, inscription fees, gifts
Publications
31 - 40 of 167
- A transfer learning-based rolling bearing fault diagnosis across machines(2022)
Authors: Dandan Peng, Chenyu Liu, Alex Ricardo Mauricio, Wim Desmet, Konstantinos Gryllias
Number of pages: 9 - Condition Monitoring of Wind Turbines Based on Anomaly Detection Using Deep Support Vector Data Description(2022)
Authors: Dandan Peng, Chenyu Liu, Wim Desmet, Konstantinos Gryllias
Number of pages: 9 - Time-domain beamformed envelope spectrum of acoustic signals for bearing diagnostics(2022)
Authors: Alex Ricardo Mauricio, Hervé Denayer, Konstantinos Gryllias
- Evaluation of the improved envelope spectrum via feature optimization-gram (IESFOgram) for bearing diagnostics in presence of non Gaussian noise(2022)
Authors: Alex Ricardo Mauricio, Konstantinos Gryllias
Pages: 717 - 731 - An enhanced wavelet-based instantaneous feature for local damage diagnosis of gears(2022)
Authors: Rui Zhu, George Mousmoulis, Konstantinos Gryllias
Pages: 639 - 651Number of pages: 13 - Measurement of the speed of a rotating shaft through smartphone video acquisition exploiting the rolling shutter effect(2022)
Authors: Toby Verwimp, Alex Ricardo Mauricio, Konstantinos Gryllias
Pages: 2852 - 2866Number of pages: 15 - A digital twin-assisted deep learning model for rolling element bearing prognostics(2022)
Authors: Chenyu Liu, Bert Pluymers, Wim Desmet, Konstantinos Gryllias
Number of pages: 10 - Intelligent fault diagnosis of rotating machinery using lightweight network with modified tree-structured parzen estimators(2022)
Authors: Konstantinos Gryllias
Pages: 194 - 207 - Transfer learning for unsupervised booming noise classification(2022)
Authors: Deepti Kunte, Konstantinos Gryllias
Pages: 4266 - 4275 - A Siamese hybrid neural network framework for few-shot fault diagnosis of fixed-wing unmanned aerial vehicles(2022)
Authors: Konstantinos Gryllias
Pages: 1511 - 1524