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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
1 - 10 of 165
- Adaptive Health Monitoring and Fault Prognostics of Rotating Machinery: Statistical Model-based Remaining Useful Life Prediction(2024)
Authors: Junyu Qi, Konstantinos Gryllias
- Domain Knowledge Regularised Fault Detection(2024)
Authors: Douw Marx, Konstantinos Gryllias
Pages: 395 - 408 - Anomaly detection and multi-step estimation based remaining useful life prediction for rolling element bearings(2024)
Authors: Junyu Qi, Rui Zhu, Alex Ricardo Mauricio, Konstantinos Gryllias
- Rotating machinery speed extraction through smartphone video acquisition from a radial viewpoint(2023)
Authors: Toby Verwimp, Alex Ricardo Mauricio, Konstantinos Gryllias
- An anomalous frequency band identification method utilising available healthy historical data for gearbox fault detection(2023)
Authors: Konstantinos Gryllias
- GLDAN: Global and Local Domain Adaptation Network for Cross-Wind Turbine Fault Diagnosis(2023)
Authors: Dandan Peng, Wim Desmet, Konstantinos Gryllias
Pages: 031009-1 - 031009-7 - Differentiable Short-Time Fourier Transform Window Length Selection Driven by Cyclo-Stationarity(2023)
Authors: Douw Marx, Konstantinos Gryllias
Pages: 1 - 10Number of pages: 10 - Predicting pitting severity in gearboxes under unseen operating conditions and fault severities using convolutional neural networks with power spectral density inputs(2023)
Authors: Rik Vaerenberg, Ali Hosseinli, Rui Zhu, Konstantinos Gryllias
- Automated operational modal analysis for the monitoring of a wind turbine blade(2023)
Authors: André Guilherme Massano Tavares, Wim Desmet, Konstantinos Gryllias
Pages: 2759 - 2759Number of pages: 8 - Cavitation detection based on instantaneous angular speed(2023)
Authors: Toby Verwimp, George Mousmoulis, Konstantinos Gryllias
Number of pages: 13