TY - CHAP A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Egbers, Christoph ED - Egbers, Christoph T1 - Investigations on thermal electro-hydrodynamic convection in a cylindrical gap T2 - Experimentelle Strömungsmechanik, 24. Fachtagung 6.-8. September 2016 Cottbus Y1 - 2016 SN - 978-3-9816764-2-6 SP - S. 39 PB - German Association for Laser Anemometry GALA e.V. CY - Karlsruhe ER - TY - CHAP A1 - Jongmanns, Marcel A1 - Seelig, Torsten A1 - Egbers, Christoph A1 - Meier, Martin A1 - Meyer, Antoine A1 - Crumeyrolle, Olivier A1 - Mutabazi, Innocent T1 - Thermoelectrohydrodynamic experiments in a cylindrical gap T2 - Book of abstracts, School ISTROF 2016, Instabilities and Turbulence in Strato-Rotational Flows, July 11-13th, 2016, Le Havre Y1 - 2016 UR - https://docs.google.com/viewer?a=v&pid=sites&srcid=ZGVmYXVsdGRvbWFpbnxzY2hvb2xpc3Ryb2Z8Z3g6NDA3Y2E3ZGQ2OWIwMTdmNQ ER - TY - CHAP A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Ruoff, Vilko A1 - Egbers, Christoph A1 - Meyer, Antoine A1 - Mutabazi, Innocent T1 - Flow pattern and heat transfer in a cylindrical annulus under 1g and low-g conditions: Experiments T2 - Joint Conference ISPS-7 and ELGRA-25 October, 2–6 2017, Juan-les-Pins, France, Abstract book Y1 - 2017 SP - S. 48 ER - TY - CHAP A1 - Meyer, Antoine A1 - Crumeyrolle, Olivier A1 - Mutabazi, Innocent A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Ruoff, Vilko A1 - Seelig, Torsten A1 - Egbers, Christoph T1 - Flow pattern and heat transfer in a cylindrical annulus under 1g and low-g conditions: theory and simulation T2 - Joint Conference ISPS-7 and ELGRA-25 October, 2–6 2017, Juan-les-Pins, France, Abstract book Y1 - 2017 SP - S. 48 ER - TY - GEN A1 - Seelig, Torsten A1 - Meyer, Antoine A1 - Gerstner, Philipp A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Baumann, Martin A1 - Heuveline, Vincent A1 - Egbers, Christoph T1 - Dielectrophoretic force-driven convection in annular geometry under Earth’s gravity T2 - International Journal of Heat and Mass Transfer Y1 - 2019 U6 - https://doi.org/10.1016/j.ijheatmasstransfer.2019.04.068 SN - 0017-9310 VL - 139 SP - 386 EP - 398 ER - TY - GEN A1 - Meyer, Antoine A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Seelig, Torsten A1 - Egbers, Christoph A1 - Mutabazi, Innocent T1 - Effect of the Initial Conditions on the Growth of Thermoelectric Instabilities During Parabolic T2 - Microgravity Science and Technology Y1 - 2019 UR - https://link.springer.com/article/10.1007/s12217-019-09755-1 U6 - https://doi.org/10.1007/s12217-019-09755-1 SN - 1875-0494 SN - 0938-0108 VL - 31 IS - 5 SP - 715 EP - 721 ER - TY - CHAP A1 - Jongmanns, Marcel A1 - Meyer, Antoine A1 - Meier, Martin A1 - Kang, Changwoo A1 - Mutabazi, Innocent A1 - Egbers, Christoph T1 - Experiments on thermoelectric convection in dielectric liquids in a cylindrical annulus under parabolic flight conditions T2 - Abstract booklet for the International Conference on Rayleigh Bénard Turbulence, May 14-18, 2018, Enschede, NL Y1 - 2018 UR - https://pof.tnw.utwente.nl/rbc2018/wp-content/uploads/2018/05/RBC2018_abstract_booklet.pdf ER - TY - CHAP A1 - Meier, Martin A1 - Egbers, Christoph A1 - Mutabazi, Innocent A1 - Meyer, Antoine A1 - Seelig, Torsten A1 - Jongmanns, Marcel T1 - Enhanced Heat transfer in a cylindrical annulus under 1g and low-g conditions T2 - 69th International Astronautical Congress, 1 - 5 October 2018, Bremen, Germany Y1 - 2018 UR - https://iafastro.directory/iac/paper/id/42955/abstract-pdf/IAC-18,A2,4,8,x42955.brief.pdf?2018-03-29.10:42:29 ER - TY - CHAP A1 - Jongmanns, Marcel A1 - Meier, Martin A1 - Meyer, Antoine A1 - Egbers, Christoph T1 - Bestimmung von Strömungsmustern in einem Zylinderspalt mit radialem elektrischen Kraftfeld unter Schwerelosigkeit T2 - 26. GALA - Fachtagung Experimentelle Strömungsmechanik, 4. - 6. September 2018, Rostock Y1 - 2018 SN - 978-3-9816764-5-7 SP - S. 15 PB - Deutsche Gesellschaft für Laser-Anemometrie CY - Karlsruhe ER - TY - CHAP A1 - Mutabazi, Innocent A1 - Kang, Changwoo A1 - Meyer, Antoine A1 - Jongmanns, Marcel A1 - Meier, Martin A1 - Egbers, Christoph T1 - Thermoelectric convection in dielectric liquids in a cylindrical annulus T2 - International Conference on Rayleigh Bénard Turbulence, May 14-18, 2018, Enschede, NL Y1 - 2018 UR - https://pof.tnw.utwente.nl/rbc2018/wp-content/uploads/2018/05/RBC2018_abstract_booklet.pdf SP - S. 83 ER - TY - CHAP A1 - Meyer, Antoine A1 - Jongmanns, Marcel A1 - Meier, Martin A1 - Seelig, Torsten A1 - Kang, Changwoo A1 - Mutabazi, Innocent A1 - Egbers, Christoph T1 - Experiments on thermoelectric convection induced in a cylindrical annulus under microgravity conditions T2 - 20th International Couette-Taylor Workshop, 11-13 July 2018, Marseille, France, Book of abstracts Y1 - 2018 UR - https://ictw20.sciencesconf.org/data/pages/PROGRAM_ICTW20.pdf ER - TY - CHAP A1 - Seelig, Torsten A1 - Jongmanns, Marcel A1 - Meyer, Antoine A1 - Meier, Martin A1 - Egbers, Christoph T1 - Onset of dielectrophoretic force-driven convection in annular geometry under Earth's gravity T2 - 20th International Couette-Taylor Workshop, 11-13 July 2018, Marseille, France, Book of abstracts Y1 - 2018 UR - https://ictw20.sciencesconf.org/data/pages/PROGRAM_ICTW20.pdf ER - TY - GEN A1 - Monsalve, Jorge Mario A1 - Melnikov, Anton A1 - Stolz, Michael A1 - Mrosk, Andreas A1 - Jongmanns, Marcel A1 - Wall, Franziska A1 - Langa, Sergiu A1 - Marica-Bercu, Ioana A1 - Brändel, Tim A1 - Kircher, Marco A1 - Schenk, Hermann A. G. A1 - Kaiser, Bert A1 - Schenk, Harald T1 - Proof of concept of an air-coupled electrostatic ultrasonic transducer based on lateral motion T2 - Sensors and Actuators A: Physical N2 - An alternative implementation of an electrostatic MUT (Micromachined Ultrasonic Transducer), relying on multiple beams that displace along the chip’s surface instead of a single membrane displacing perpendicular to it, is presented in this work. With this approach, a design requiring a low bias voltage (24 V) and occupying a small area (3.3×3.3 mm², 2D/λ≈0.77) was shown to generate a sound pressure level of 82 dB (re. 20 µPa-rms) at 40 kHz and a distance of 8.9 cm. The high level of damping allows this transducer to operate in a wide frequency range (35-63 kHz). The operation of this device as an ultrasonic receiver was also proven. An implementation of this transducer as a rangefinder requires a strong reduction in the noise level, particularly coming from radio-frequency interference, in order to increase its detection range. Y1 - 2022 U6 - https://doi.org/10.1016/j.sna.2022.113813 SN - 1873-3069 SN - 0924-4247 VL - Vol. 345 ER - TY - GEN A1 - Jongmanns, Marcel T1 - Implementation of a hand gesture recognition using ultrasound measurements on a NVIDIA Jetson platform with AI-based evaluation Y1 - 2023 SN - 978-3-8007-6204-0 SN - 978-3-8007-6203-3 N1 - Poster, Tagungsband MikroSystemTechnik Kongress 2023, Dresden, 23. - 25. Oktober 2023 PB - Berlin CY - VDE Verlag ER - TY - GEN A1 - Suawa Fogou, Priscile A1 - Halbinger, Anja A1 - Jongmanns, Marcel A1 - Reichenbach, Marc T1 - Noise-Robust Machine Learning Models for Predictive Maintenance Applications T2 - IEEE Sensors Journal N2 - Predictive maintenance of equipment requires a set of data collected through sensors, from which models will learn behaviors that will allow the automatic detection or prediction of these behaviors. The objective is to anticipate unexpected situations such as sudden equipment stoppages. Industries are noisy environments due to production lines that involve a series of components. As a result, the data will always be obstructed by noise. Noise-robust predictive maintenance models, which include ensemble and deep learning models with and without data fusion, are proposed to enhance the monitoring of industrial equipment. The work reported in this article is based on two components, a milling tool, and a motor, with sound, vibration, and ultrasound data collected in real experiments. Four main tasks were performed, namely the construction of the datasets, the training of the monitoring models without adding artificial noise to the data, the evaluation of the robustness of the previously trained models by injecting several levels of noise into the test data, and the optimization of the models by a proposed noisy training approach. The results show that the models maintain their performances at over 95% accuracy despite adding noise in the test phase. These performances decrease by only 2% at a considerable noise level of 15-dB signal-to-noise ratio (SNR). The noisy training method proved to be an optimal solution for improving the noise robustness and accuracy of convolutional deep learning models, whose performance regression of 2% went from a noise level of 28 to 15 dB like the other models. KW - Accelerometer Y1 - 2023 UR - https://ieeexplore.ieee.org/document/10122864 U6 - https://doi.org/10.1109/JSEN.2023.3273458 SN - 1558-1748 SN - 1530-437X VL - 23 IS - 13 SP - 15081 EP - 15092 ER - TY - GEN A1 - Suawa Fogou, Priscile A1 - Meisel, Tenia A1 - Jongmanns, Marcel A1 - Hübner, Michael A1 - Reichenbach, Marc T1 - Modeling and Fault Detection of Brushless Direct Current Motor by Deep Learning Sensor Data Fusion T2 - Sensors Y1 - 2022 U6 - https://doi.org/10.3390/s22093516 SN - 1424-8220 VL - 22 IS - 9 ER - TY - GEN A1 - Assafo, Maryam A1 - Lautsch, Martin A1 - Suawa, Priscile Fogou A1 - Jongmanns, Marcel A1 - Hübner, Michael A1 - Reichenbach, Marc A1 - Brockmann, Carsten A1 - Reinhardt, Denis A1 - Langendörfer, Peter T1 - The ForTune Toolbox: Building Solutions for Condition-Based and Predictive Maintenance Focusing on Retrofitting Y1 - 2023 SN - 978-3-8007-6204-0 SN - 978-3-8007-6203-3 N1 - Poster, Tagungsband MikroSystemTechnik Kongress 2023, Dresden, 23. - 25. Oktober 2023 SP - S. 541 PB - VDE Verlag CY - Berlin ER - TY - GEN A1 - Meyer, Antoine A1 - Seelig, Torsten A1 - Gerstner, Philipp A1 - Kang, Changwoo A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Baumann, Martin A1 - Mutabazi, Innocent A1 - Heuveline, Vincent A1 - Egbers, Christoph T1 - Thermo-electro-hydrodynamic instability of a dielectric fluid in a vertical cylindrical annulus: Earth’s gravity and weightless conditions T2 - LIA-ISTROF workshop 2019 Instabilities and Turbulence in Stratified Rotational Flows Cottbus, 19th-20th June 2019 Brandenburg Y1 - 2019 UR - https://www-docs.b-tu.de/fg-aerodynamik-stroemungslehre/public/PDF/Pubs/ELGRA2019_Book-of-abstracts.pdf CY - Cottbus ER - TY - THES A1 - Jongmanns, Marcel T1 - Flow control of thermal convection using thermo electro hydrodynamic forces in a cylindrical annulus Y1 - 2019 SN - 978-3-7369-7044-1 SN - 3-7369-7044-7 PB - Cuvillier Verlag CY - Göttingen ER - TY - GEN A1 - Meyer, Antoine A1 - Seelig, Torsten A1 - Gerstner, Philipp A1 - Kang, Changwoo A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Baumann, Martin A1 - Mutabazi, Innocent A1 - Heuveline, Vincent A1 - Egbers, Christoph T1 - Thermoelectric instability in a vertical cylindrical annulus T2 - 8th International Symposium on Bifurcations and Instabilities in Fluid Dynamics (BIFD), 16-19 July, 2019, University of Limerick, Ireland Y1 - 2019 CY - Limerick ER - TY - GEN A1 - Meyer, Antoine A1 - Crumeyrolle, Olivier A1 - Mutabazi, Innocent A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Renoult, Marie-Charlotte A1 - Seelig, Torsten A1 - Egbers, Christoph T1 - Flow Patterns and Heat Transfer in a Cylindrical Annulus under 1g and low-g Conditions: Theory and Simulation T2 - Microgravity Science and Technology Y1 - 2018 U6 - https://doi.org/10.1007/s12217-018-9636-3 SN - 0938-0108 SN - 1875-0494 VL - 30 IS - 5 SP - 653 EP - 662 ER - TY - GEN A1 - Meier, Martin A1 - Jongmanns, Marcel A1 - Meyer, Antoine A1 - Seelig, Torsten A1 - Egbers, Christoph A1 - Mutabazi, Innocent T1 - Flow Pattern and Heat Transfer in a Cylindrical Annulus Under 1 g and Low-g Conditions: Experiments T2 - Microgravity science and technology : international journal for microgravity research and applications Y1 - 2018 U6 - https://doi.org/10.1007/s12217-018-9649-y SN - 1875-0494 SN - 0938-0108 VL - 30 IS - 5 SP - 699 EP - 712 ER - TY - GEN A1 - Meyer, Antoine A1 - Jongmanns, Marcel A1 - Meier, Martin A1 - Egbers, Christoph A1 - Mutabazi, Innocent T1 - Thermal convection in a cylindrical annulus under a combined effect of the radial and vertical gravity T2 - Comptes Rendus Mécanique Y1 - 2016 SN - 1631-0721 VL - 345 IS - 1 SP - 11 EP - 20 ER -