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 19 results
- H2020 MOIRA ESR1 – Wear monitoring of mechatronic systems under variable operating conditions by integration of heterogeneous data (KU Leuven – WP1）From27 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Condition monitoring under varying operating and environmental conditionsFrom1 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Condition monitoring of rotating machinery exploiting speed and video measurementsFrom23 Aug 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Transfer learning for end-of-line testing and monitoring in fleetsFrom15 Jul 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Identific., localiz. & separation of noise sources of hybrid vehicle drivetrainsFrom13 Apr 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- MOnItoRing of large scale complex technologicAl systemsFrom1 Mar 2021 → TodayFunding: H2020 - Skills and Career Development (Marie Skłodowska-Curie) actions
- Physics-guided transfer learning for lightweight structural dynamics testingFrom6 Oct 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Noise and vibration in eco-efficient powertrainsFrom1 Mar 2020 → TodayFunding: H2020 - Skills and Career Development (Marie Skłodowska-Curie) actions
- Development of signal processing tools for vibroacoustic diagnostics and prognosticsFrom10 Jan 2020 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Robustify: Condition monitoring robust against machine variations and dynamic environmentsFrom1 Jan 2020 → TodayFunding: FWO Strategic Basic Research (SBO)
Publications
1 - 10 of 103 results
- A Deep Support Vector Data Description Method for Anomaly Detection in Helicopters(2021)
Authors: Chenyu Liu, Konstantinos Gryllias
Pages: 234 - 242Number of pages: 9 - Using a smartphone camera to analyse rotating and vibrating systems: Feedback on the SURVISHNO 2019 contest(2021)
Authors: H Andre, Q Leclere, D Anastasio, Y Benaicha, K Billon, M Birem, F Bonnardot, ZY Chin, F Combet, PJ Daems, et al.
Number of pages: 17 - Gear Grinding Monitoring based on Deep Convolutional Neural Networks(2021)
Authors: Chenyu Liu, Alexandre Miguel Ricardo Mauricio, Zhuyun Chen, Katrien Declercq, Yannick Meerten, Yann Vonderscher, Konstantinos Gryllias
Pages: 10324 - 10329 - Cyclostationary-based Multiband Envelope Spectra Extraction for bearing diagnostics: The Combined Improved Envelope Spectrum(2021)
Authors: Alexandre Miguel Ricardo Mauricio, Konstantinos Gryllias
Number of pages: 13 - Combining an optimisation-based frequency band identification method with historical data for novelty detection under time-varying operating conditions(2021)
Authors: Stephan Schmidt, Konstantinos Gryllias
Number of pages: 19 - AN IMPROVED 2DCNN WITH FOCAL LOSS FUNCTION FOR BLADE ICING DETECTION OF WIND TURBINES UNDER IMBALANCED SCADA DATA(2021)
Authors: Dandan Peng, Chenyu Liu, Wim Desmet, Konstantinos Gryllias
Number of pages: 8 - Similarity-based anomaly score for fleet-based condition monitoring(2020)
Authors: Kilian Hendrickx, Wannes Meert, Bram Cornelis, Konstantinos Gryllias, Jesse Davis, Saxena Abhinav
- Domain Adaptation Digital Twin for Rolling Element Bearing Prognostics(2020)
Authors: Chenyu Liu, Alexandre Miguel Ricardo Mauricio, Junyu Qi, Dandan Peng, Konstantinos Gryllias
Pages: 1 - 10Number of pages: 10 - Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery(2020)
Authors: Zhuyun Chen, Guolin He, Jipu Li, Yixiao Liao, Konstantinos Gryllias, Weihua Li
Pages: 8702 - 8712Number of pages: 11 - Improved Envelope Spectrum via Feature Optimisation-gram (IESFOgram): A novel tool for rolling element bearing diagnostics under non-stationary operating conditions(2020)
Authors: Alexandre Miguel Ricardo Mauricio, Wade A Smith, Robert B Randall, Jerome Antoni, Konstantinos Gryllias
Number of pages: 14