Listar por autor "677c6766a1ef9c734886dab7c055a267"
Mostrando ítems 1-5 de 5
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Data-Driven Fault Diagnosis for Electric Drives: A Review
Gonzalez-Jimenez, David; del-Olmo, Jon; Poza, Javier; Garramiola, Fernando; Madina, Patxi (MDPI, 2021)The need to manufacture more competitive equipment, together with the emergence of the digital technologies from the so-called Industry 4.0, have changed many paradigms of the industrial sector. Presently, the trend has ... -
Data‐Driven Low‐Frequency Oscillation Event Detection Strategy for Railway Electrification Networks
Gonzalez-Jimenez, David; del-Olmo, Jon; Poza, Javier; Garramiola, Fernando; Madina, Patxi (MDPI, 2023)Low-frequency oscillations (LFO) occur in railway electrification systems due to the incorporation of new trains with switching converters. As a result, the increased harmonic content can cause catenary stability problems ... -
Hybrid Fault Detection and Diagnosis Approach of Power Connections for Induction Motors
Gonzalez-Jimenez, David; del-Olmo, Jon; Poza, Javier; Sarasola, Izaskun; Cabezas Olivenza, Mireya (IEEE, 2025)The increasing demand for reliable electric mobility solutions highlights the need for advanced fault detection and diagnosis (FDD) strategies to ensure system reliability and safety. This paper presents a hybrid approach ... -
Machine Learning-Based Fault Detection and Diagnosis of Faulty Power Connections of Induction Machines
Gonzalez-Jimenez, David; del-Olmo, Jon; Poza, Javier; Garramiola, Fernando; Sarasola, Izaskun (MDPI, 2021)Induction machines have been key components in the industrial sector for decades, owing to different characteristics such as their simplicity, robustness, high energy efficiency and reliability. However, due to the stress ... -
Teaching Model-Based Systems Engineering with MATLAB & Simulink for Smart Energy Systems
del-Olmo, Jon; Aizpuru, Iosu; Sanchez Alberdi, Manu; Gonzalez-Jimenez, David (2023)Developing complex and smart energy systems is a challenge for today's industry. Systems are developed consisting of power hardware, control and communication hardware, and software of all kinds with more and more connectivity. ...
