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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
11 - 20 of 45
- Gearbox prognostics under time-varying operating conditionsFrom1 Jan 2023 → TodayFunding: FWO research project
- No2Failure (N2F) - Bridging the gap between digital-twin based damage identification andfailure prognosis for critical structures, through automated and online measurementsenabled by unmanned vehicle swarms.From1 Dec 2022 → TodayFunding: BOF - doctoral mandates
- Physics-guided machine learning for prognostics in rotating machineryFrom26 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Transfer Learning methodologies for monitoring and quality inspectionFrom1 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Smartify Assets using Fiber Optic Sensors (SAFOS_sbo)From1 Oct 2022 → TodayFunding: IWT / VLAIO - Flanders Make - ICON
- Fault Diagnosis of Rotating Parts Based on Multi-sensor Fusion and Deep LearningFrom14 Sep 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Micro-disturbances in compact hybrid magnetically suspended flywheel systemsFrom12 Sep 2022 → TodayFunding: FWO Strategic Basic Research Grant
- L-vehicles Emissions and Noise mitigation SolutionsFrom1 Sep 2022 → TodayFunding: HORIZON.2.5 - Climate, Energy and Mobility
- Self-learning intelligent monitoring of cyber-physical system fleetFrom16 Jun 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Development and application of novel artificial intelligent techniques for condition monitoring of gearboxesFrom9 Jun 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
Publications
1 - 10 of 167
- 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