MagNetX: Foundation Neural Network Models for Simulating Power Magnetics in Transient
This paper introduces a foundation neural network framework for modeling power magnetics
in transient, based on MagNetX 1-a new extension of the MagNet database which includes …
in transient, based on MagNetX 1-a new extension of the MagNet database which includes …
MagNetX: Extending the MagNet Database for Modeling Power Magnetics in Transient
This paper introduces the MagNetX-an extension of the MagNet database to investigate
transient hysteresis of magnetic materials. By employing automated data acquisition and …
transient hysteresis of magnetic materials. By employing automated data acquisition and …
Dual-Active Bridge Sequential Pareto Optimization for Fast Pre-Design and Final Component Selection
N Förster, O Wallscheid… - 2024 IEEE Design …, 2024 - ieeexplore.ieee.org
A challenge in designing a dual-active bridge (DAB) converter is achieving zero-voltage
switching (ZVS) operation and minimal RMS current at all converter operating points …
switching (ZVS) operation and minimal RMS current at all converter operating points …
Instantaneous Core Loss--Cycle-by-cycle Modeling of Power Magnetics in PWM DC-AC Converters
B Cui, J Wang - arxiv preprint arxiv:2501.13555, 2025 - arxiv.org
Nowadays, PWM excitation is one of the most common waveforms seen by magnetic
components in power electronic converters. Core loss modeling approaches such as the …
components in power electronic converters. Core loss modeling approaches such as the …
An Active Learning Framework for Reliability Oriented Power Electronics Design
X Zhang, X Zhao, J Kong, J Sun, X Wu, C Jiang… - Authorea …, 2025 - authorea.com
This paper proposes an active learning framework to address a longstanding research
question: how much data is needed for data-driven power electronics designs. The …
question: how much data is needed for data-driven power electronics designs. The …
Power for AI and AI for Power: The Infinite Entanglement between Artificial Intelligence and Power Electronics Systems
M Chen, H Cui, F Blaabjerg, L Lorenz, R Hellinger… - Authorea Preprints - techrxiv.org
Power electronics embed intelligence into energy systems. Modern artificial intelligence
systems place massive demand on electrical power, and in return, introduce new …
systems place massive demand on electrical power, and in return, introduce new …