most citedOptimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach

11 citations · 11 across the 2 of their papers we have counts for

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2 papers

eess.SY2022★ 11 cited

Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach

Pavol Mulinka, Subham Sahoo, Charalampos Kalalas +1

In this paper, a hyperparameter tuning based Bayesian optimization of digital twins is carried out to diagnose various faults in grid connected inverters. As fault detection and di…

eess.SY2022

A Robust and Explainable Data-Driven Anomaly Detection Approach For Power Electronics

Alexander Beattie, Pavol Mulinka, Subham Sahoo +4

Timely and accurate detection of anomalies in power electronics is becoming increasingly critical for maintaining complex production systems. Robust and explainable strategies help…