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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
41 - 50 of 165
- Domain Knowledge Informed Unsupervised Fault Detection for Rolling Element Bearings(2022)
Authors: Douw Marx, Konstantinos Gryllias
Pages: 338 - 350Number of pages: 12 - Component Based TPA for Virtual Vehicle Noise and Vibration Prediction(2022)
Authors: Jesús Ortega Almirón, Wim Desmet, Konstantinos Gryllias
- BEARING DIAGNOSTICS USING KURTOSIS SPECTRAL CORRELATION BASED ON CYCLIC MODULATION SPECTRUM ESTIMATION(2022)
Authors: Alex Ricardo Mauricio, Konstantinos Gryllias
Number of pages: 8 - Comparison of Blind Diagnostic Indicators for Condition Monitoring of Wind Turbine Gearbox Bearings(2022)
Authors: Junyu Qi, Alex Ricardo Mauricio, Konstantinos Gryllias
- Simulation-Based Damage Detection for Composite Structures with Machine Learning Techniques(2022)
Authors: André Guilherme Massano Tavares, Wim Desmet, Konstantinos Gryllias
Pages: 123 - 134 - A perspective survey on deep transfer learning for fault diagnosis in industrial scenarios: Theories, applications and challenges(2022)
Authors: Konstantinos Gryllias
- Transfer Learning for Booming Noise Classification(2022)
Authors: Deepti Kunte, Konstantinos Gryllias
Pages: 441 - 444Number of pages: 4 - Combining the Spectral Coherence with Informative Frequency Band Features for Condition Monitoring Under Time-Varying Operating Conditions(2022)
Authors: Konstantinos Gryllias
Pages: 189 - 201Number of pages: 13 - CONDITION MONITORING OF WIND TURBINES BASED ON THE SCATTERING TRANSFORM OF VIBRATION DATA(2021)
Authors: Junyu Qi, Konstantinos Gryllias, Alex Ricardo Mauricio
Number of pages: 10 - An informative frequency band identification framework for gearbox fault diagnosis under time-varying operating conditions(2021)
Authors: Konstantinos Gryllias