Projects
Generative design of linear passive electronic systems Ghent University
Recently, generative models have become immensely popular in the machine learning community
as well as in other engineering disciplines.
Generative models are significantly more general than traditional discriminative models (e.g.,
polynomial chaos, neural networks, etc.) as they learn an approximation of the complete
distribution underlying a collection of designs or topologies, hence they can produce completely ...
AI Development for topology optimisation of magnetics and cooling systems in power electronics design KU Leuven
In the power converter design, many factors affect a converter's performance: variables, parameters, conditions, components to use, topologies, etc. These factors make design itself a complex activity as the possible solutions resulting from the combination of each component and parameter constitute a whole universe. With that amount of possible designs, computation becomes quite expensive and lasts extensive periods of time. Therefore, the ...
Modeling and design of reverberation chambers for 20-60 GHz electronic devices Ghent University
This project addresses the modeling, design and manufacturing of a compact reverberation chamber for the electromagnetic compatibility assessment of modern electronic devices and systems operating at very high frequencies. The goal of the proposal is the design and manufacturing of the chamber and its measurement instrumentation, but also the theoretical modeling of the stochastically distributed EM fields inside.
Real-time monitoring of the remaining useful life of an electronic system based on digital twin concepts KU Leuven
The aim of this PhD is to develop methodologies to help predicting the remaining useful life (RUL) of electronic systems based on the digital twin concept. It has been shown for structural dynamics applications that virtual sensing via combination of physics-based reduced order models and Kalman Filtering techniques lead to robust Digital Twin concepts. Modelling errors and sensor noise can be compensated via Kalman Filtering. Load and ...
Time is money : integrated circuit and system design towards low latency for real-time applications KU Leuven
Analysis, design and realization of an RF driving system for space-based Acousto-Optical Tunable Filter applications KU Leuven
ALTIUS (Atmospheric Limb Tracker for the Investigation of the Upcoming Stratosphere) is a three-channel spaceborne spectral imager bound to fly aboard a PROBA satellite. The ALTIUS project (satellite and instrument) is developed under the supervision of the European Space Agency (ESA). The ALTIUS instrument will make hyperspectral images of the limb of the Earth. To do this, the instrument will use different techniques such as direct limb ...
Design Strategy for a Multiprotocol and Multiband Communication System. Ghent University
Design and realization of multiprotocol and multiband communication system. The central node and the sensors are flexible, battery-powered, lightweight and usable in challenging environments (high temperature and humidity). The central node wirelessly communicates with the different sensors using a long distance communication protocol and with the smartphone via another
communication protocol, enabling an easy sensor data transfer over ...