Real‐time monitoring and ageing detection algorithm design with application on SiC‐based automotive power drive system

P Dini, G Basso, S Saponara… - IET Power Electronics, 2024 - Wiley Online Library
The article describes an innovative methodology for the design and experimental validation
of monitoring and anomaly detection algorithms, with a particular focus on the aging …

Study on power converters used in hybrid vehicles with monitoring and diagnostics techniques

H Al-Sheikh, O Bennouna, G Hoblos… - … 2014-2014 17th IEEE …, 2014 - ieeexplore.ieee.org
With the extensive use of power converters in modern hybrid vehicles, rises the need for
efficient methods of condition monitoring and fault diagnosis to ensure the reliability of the …

Case sensitive condition monitoring of an IGBT inverter in a hybrid car

M Denk, MM Bakran… - CIPS 2016; 9th …, 2016 - ieeexplore.ieee.org
In view of ever-increasing power densities of voltage source inverters the implementation of
condition monitoring functions will gain greater importance. This paper presents a concept to …

[PDF][PDF] Predictive maintenance: Using recurrent neural networks for wear prognosis in current signatures of production plants

T Küfner, F Döpper, D Müller… - International Journal of …, 2021 - pdfs.semanticscholar.org
On the way to Industry 4.0, the digitization, networking and automation of industrial plants
are the core challenges for manufacturing companies. These developments are …

Development of a diagnosis tool, based on deep learning algorithms and infrared images, applicable to condition monitoring of induction motors under transient …

P Redon, MJP Rodenas… - IECON 2020 The 46th …, 2020 - ieeexplore.ieee.org
Infrared thermography can be a very useful technique for condition monitoring because the
most common faults suffered by induction motors cause a temperature rise in the motor's …

Condition monitoring of power electronic systems through data analysis of measurement signals and control output variables

F Yüce, M Hiller - IEEE Journal of Emerging and Selected …, 2021 - ieeexplore.ieee.org
A major disadvantage of existing condition monitoring methods is the need for additional
sensors and measuring equipment. In this work, this disadvantage is eliminated by …

End-of-life detection of power electronic converters by exploiting an application-level health precursor

MV Kjær, H Wang, F Blaabjerg - IEEE Open Journal of Power …, 2022 - ieeexplore.ieee.org
Extensive studies have been conducted in regards to estimating the useful life of power
electronic converters in order to prevent failure related downtime. The state-of-the-art of …

AC power cycling test setup and condition monitoring tools for SiC-based traction inverters

M Farhadi, BT Vankayalapati… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
AC power cycling tests allow the most realistic reliability assessment by applying close to
real stress to the device or module under test to meet functional safety standards, which is …

A data-driven model for fault diagnosis of induction motor for electric powertrain

H El Hadraoui, O Laayati, N Guennouni… - 2022 IEEE 21st …, 2022 - ieeexplore.ieee.org
The interest in electric traction has reached a very high level in recent decades, however, to
dominate the market, many research efforts are still devoted to this purpose especially on …

[HTML][HTML] Predictive maintenance by electrical signature analysis to induction motors

EL Bonaldi, LEL de Oliveira, JGB da Silva… - … Motors-Modelling and …, 2012 - intechopen.com
Industries always try to increase the reliability of their productive process. In this context,
predictive maintenance performs a fundamental role in order to reach high availability and …