Publications
Towards machine-learning driven prognostics and health management of Li-ion batteries. A comprehensive review Vrije Universiteit Brussel
Modeling and Control of a Modular Multilevel Converter Based on a Battery Energy Storage System with Soft Arm State-of-Charge Balancing Control Vrije Universiteit Brussel
Inductance and Power Losses Analysis of an Arm Inductor for a Modular Multilevel Converter Vrije Universiteit Brussel
Technical Assessment of Thermal Management Techniques for GaN Power Transistors: Heat Spreaders Vrije Universiteit Brussel
An Innovative Additively Manufactured Design Concept of a Dual-Sided Cooling System for SiC Automotive Inverters Vrije Universiteit Brussel
Classifying the Percentage of Broken Magnets in Permanent Magnet Synchronous Motors Using Combined Short-Time Fourier Transform and a Pre-Trained Convolutional Neural Network Vrije Universiteit Brussel
In critical applications of electrical machines, ensuring validity and safety is paramount to prevent system failures with potentially hazardous consequences. The integration of machine learning (ML) technologies plays a crucial role in monitoring system performance and averting failures. Among various motor types, permanent magnet synchronous motors (PMSMs) are widely favored for their versatile speed range, enhanced power density, and ease ...
Optimal sizing and lifetime investigation of second life lithium-ion battery for grid-scale stationary application Vrije Universiteit Brussel
Smoothing Intermittent Output Power in Grid-Connected Doubly Fed Induction GeneratorWind Turbines with Li-Ion Batteries Vrije Universiteit Brussel
Smoothing Intermittent Output Power in Grid-Connected Doubly Fed Induction Generator Wind Turbines with Li-Ion Batteries Vrije Universiteit Brussel
Wind energy is an increasingly important renewable resource in today’s global energy landscape. However, it faces challenges due to the unpredictable nature of wind speeds, resulting in intermittent power generation. This intermittency can disrupt power grid stability when integrating doubly fed induction generators (DFIGs). To address this challenge, we propose integrating a Li-ion battery energy storage system (BESS) with the direct current ...