• Draadloze programmeerbare sensor netwerken
• Algoritme ontwikkeling en signaalverwerking op sensornodes

Recente projecten

• Doctoraatsnetwerk voor ondersteunende gezondheidstechnologie in niet-begeleide/thuisomgevingen (AERIALIST) (01/03/2025 - 28/02/2029) - Promotor
• Kwantitatieve geautomatiseerde evaluatie en multimodale monitoringtool voor bewegingsstoornissen bij dyskinetische cerebrale parese (01/01/2025 - 31/12/2028) - Co-promotor
• Retrofitten van machines met behulp van kunstmatige intelligentie op de edge (21/10/2024 - 21/10/2028) - Promotor
• Diepe Koopman-gebaseerde Fouttolerante Regeltechniek voor Elektrische Aandrijvingen (15/10/2024 - 15/10/2028) - Promotor
• Ontwikkeling van een nieuw milieuvriendelijk beton met verminderde thermische geleidbaarheid (15/10/2024 - 15/10/2028) - Co-promotor
• Alcove (01/10/2024 - 30/09/2028) - Promotor
• Fout-resistente controle voor Elektrische motoren door middel van Deep Koopman Netwerken (01/10/2024 - 30/09/2028) - Promotor
• Prestatie voorspellen van open kathode brandstofcellen in UAS in verschillende weersomstandigheden (02/09/2024 - 02/09/2028) - Co-promotor
• Functionele piëzo-elektrische nanocomposietvezels voor slimme medicijnafgifte (01/09/2024 - 31/08/2026) - Co-promotor
• Doctoraatsnetwerk rond Assistieve Technologie in de Gezondheidszorg in Onbegeleide/thuis omgevingen (01/05/2024 - 28/02/2029) - Promotor

Recente publicaties

• launch Gong, Z., Desenfans, P., Pissoort, D., Hallez, H., Vanoost, D. with Gong, Z. (corresp. author) (2025). Modelling Axial Nonuniformity in Induction Machines Using a Multislice Magnetic Equivalent Circuit. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 72 (6), 5613-5624. doi: 10.1109/TIE.2024.3488354 via repository
• launch Guo, X., Vitse, J., Sultan, A., Li, J., Hallez, H., Vandeginste, V. with Vandeginste, V. (corresp. author) (2025). Durable VO2-based Coatings: Effects of Concrete Curing on Wettability, Adhesion, and Thermochromic Properties. In: IOP Conference Series articles. Presented at the Central Europe towards Sustainable Building 2025, Prague, Czech Republic, 16 Sep 2025-19 May 2025.
• launch Guo, X., Madhav, D., Hallez, H., Vandeginste, V. with Vandeginste, V. (corresp. author) (2025). Limited influence of externally introduced pressure on the hydrothermal synthesis of V1-xWxO2 (M). Ceramics International. doi: 10.1016/j.ceramint.2025.04.130
• launch DE RUYTER, G., VANRUMSTE, B., VERBEKE, M., HALLEZ, H. (2025). A Fault Recognition Dataset for Eccentricity Faults in a Rotor-Eccentric Induction Motor. KU Leuven RDR. doi: 10.48804/NSQJCU via repository
• launch Wang, S., Wang, M., Gong, Z., Hallez, H., Vanoost, D. with Wang, M. (corresp. author) (2025). Liquid circular angular accelerometer-based incipient bearing fault diagnosis. MEASUREMENT, 241, Art.No. ARTN 115584. doi: 10.1016/j.measurement.2024.115584
• launch Strauven, H., Wang, C., Hallez, H., Vanden Abeele, V., Vanrumste, B. (2025). Unobtrusive Nighttime Movement Monitoring to Support Nursing Home Continence Care by Using Accelerometer Sensors and an XGBoost algorithm. Presented at the 10th Dutch Conference for Biomedical Engineering, Egmond aan Zee, 30 Jan 2025-31 Jan 2025. via repository
• launch Wang, K., Shariatmadar, K., K. Manchingal, S., Cuzzolin, F., Moens, D., Hallez, H. (2025). CreINNS: Credal-Set Interval neural networks for uncertainty estimation in classification tasks. Neural Networks, Art.No. 107198. doi: 10.1016/j.neunet.2025.107198
• launch Peng, S., Depreeuw, Y., Gascoin, A., Hallez, H. (2024). Navigating Interdisciplinary Challenges: Taking A Low-power Wireless Plantar Pressure Monitoring System with 3D-Printed Sensors as An Example. Presented at the The 21st International Conference on Embedded Wireless Systems and Networks, Abu Dhabi, 10 Dec 2024-13 Dec 2024. via repository
• launch Wang, C., Mertes, G., Kyritsis, K., Ding, L., De Raedt, W., Camps, G., Kumar, T.S., Chen, W., Jia, J., Hallez, H., Vanrumste, B. (2024). Detection of Eating Gestures in Older Persons Using IMU Sensors with Multi-Stage Temporal Convolutional Network. IEEE Sensors Journal, 24 (21), 35231-35244. doi: 10.1109/JSEN.2024.3460651 via repository
• launch Peng, S., Hassan, H., Rosseel, S., Matricali, G., Deschamps, K., Vandeginste, V., Hallez, H. with Peng, S. (corresp. author), Hallez, H. (corresp. author) (2024). Recent Advances in 3-D Printed, Wearable Pressure Sensors for Plantar Pressure Monitoring: A Review. Ieee Sensors Journal, 24 (21), 33903-33921. doi: 10.1109/JSEN.2024.3457040 via repository