7 citations · 7 across the 1 of their papers we have counts for
4 papers
Distributionally Robust Scheduling of Electrified Heating Under Heat Demand Forecast Uncertainty
Alessandro Quattrociocchi, Manisha Talukdar, Pere Izquierdo Gómez +1
Electrified heating systems with thermal storage, such as electric boilers and heat pumps, represent a major source of demand-side flexibility. Under current electricity market des…
Comparative analysis and evaluation of ageing forecasting methods for semiconductor devices in online health monitoring
Adrian Villalobos, Iban Barrutia, Rafael Pena-Alzola +2
Semiconductor devices, especially MOSFETs (Metal-oxide-semiconductor field-effect transistor), are crucial in power electronics, but their reliability is affected by aging processe…
Safety-Enhanced Self-Learning for Optimal Power Converter Control
Yihao Wan, Qianwen Xu, Tomislav Dragičević
Data-driven learning-based control methods such as reinforcement learning (RL) have become increasingly popular with recent proliferation of the machine learning paradigm. These me…
A Self-Commissioning Edge Computing Method for Data-Driven Anomaly Detection in Power Electronic Systems
Pere Izquierdo Gomez, Miguel E. Lopez Gajardo, Nenad Mijatovic +1
Ensuring the reliability of power electronic converters is a matter of great importance, and data-driven condition monitoring techniques are cementing themselves as an important to…