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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
11 - 20 of 165
- Condition Monitoring of Wind Turbines Based on Anomaly Detection Using Deep Support Vector Data Description(2023)
Authors: Dandan Peng, Wim Desmet, Konstantinos Gryllias
Pages: 091009-1 - 091009-8 - Bearing diagnostics and speed estimation via smartphone standalone data(2023)
Authors: Alex Ricardo Mauricio, Toby Verwimp, Konstantinos Gryllias
Number of pages: 10 - Design considerations for smartphone camera-based rotational speed measurement(2023)
Authors: Toby Verwimp, Alex Ricardo Mauricio, Konstantinos Gryllias
Number of pages: 10 - Wavelet-based high order spectrum for local damage diagnosis of gears under different operating conditions(2023)
Authors: Rui Zhu, George Mousmoulis, Konstantinos Gryllias
Number of pages: 12 - Acoustic Monitoring of Rolling Element Bearings using a Sparse Microphone Array(2023)
Authors: Hervé Denayer, Konstantinos Gryllias
Number of pages: 14 - Combined bearing faults detection using the Multiple Improved Envelope Spectra via Feature Optimization gram (MIESFO-gram) in complex systems(2023)
Authors: Alex Ricardo Mauricio, Konstantinos Gryllias
Pages: 1 - 16Number of pages: 16 - A concise self-adapting deep learning network for machine remaining useful life prediction(2023)
Authors: Konstantinos Gryllias
- Automatic header condition monitoring on combine harvesters(2023)
Authors: Jorre Goossens, Wouter Saeys, Konstantinos Gryllias
- RMA-CNN: A Residual Mixed-Domain Attention CNN for Bearings Fault Diagnosis and its Time-Frequency Domain Interpretability(2023)
Authors: Dandan Peng, Wim Desmet, Konstantinos Gryllias
Pages: 115 - 132 - Unsupervised Continual Source-Free Network for Fault Diagnosis of Machines Under Multiple Diagnostic Domains(2023)
Authors: Konstantinos Gryllias
Pages: 8292 - 8303