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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
21 - 30 of 167
- The influence of the unbalanced magnetic pull on fault-induced rotor eccentricity in induction motors(2023)
Authors: Philip Desenfans, Zifeng Gong, Dries Vanoost, Konstantinos Gryllias, Jeroen Boydens, Davy Pissoort
- Diagnostics and tracking of helicopter’s engine shaft bearing inner ring degradation using cyclostationary methods(2023)
Authors: Alex Ricardo Mauricio, Konstantinos Gryllias
- Condition Monitoring of Rolling Element Bearings based on Artificial Intelligence: from Kernel Methods to Simulation-based Transfer Learning(2023)
Authors: Chenyu Liu, Konstantinos Gryllias
- Anomaly detection on the cutter bar of a combine harvester using cyclostationary analysis(2023)
Authors: Jorre Goossens, Konstantinos Gryllias, Bart De Ketelaere, Wouter Saeys
Pages: 169 - 181 - Semi-Supervised CNN-Based SVDD Anomaly Detection for Condition Monitoring of Wind Turbines(2023)
Authors: Dandan Peng, Wim Desmet, Konstantinos Gryllias
Number of pages: 9 - Beamformed Envelope Spectrum Of Acoustic Signals For Bearing Diagnostics Under Varying Speed Conditions(2023)
Authors: Alex Ricardo Mauricio, Hervé Denayer, Konstantinos Gryllias
- Cyclostationary Tools To Enhance Relevant Acoustic Signals For Bearing Diagnostics(2023)
Authors: Alex Ricardo Mauricio, Hervé Denayer, Konstantinos Gryllias
- Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions(2023)
Authors: Konstantinos Gryllias
- Machine Learning Techniques for Damage Detection in Wind Turbine Blades(2023)
Authors: Wim Desmet, Konstantinos Gryllias
Pages: 176 - 189Number of pages: 14 - Deep learning implementations of cyclo-stationary signal processing methods(2022)
Authors: Douw Marx, Konstantinos Gryllias
Pages: 661 - 678Number of pages: 17