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1. Gaussian mixture model based classification revisited
Branislav Panić, Jernej Klemenc, Marko Nagode, 2020, original scientific article

Keywords: Gaussian mixture models, classification, bearing fault estimation, parameter estimation, performance of classification methods
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2. Intelligent electronic device based methods for observability and response of smart grids
DENIS SODIN, 2023, doctoral dissertation

Keywords: intelligent electronic device, phasor measurement unit, smart meter, IEEE C37.118 standard, power system measurements, electric power system, smart grid, frequency stability, under-frequency load shedding, short-circuit faults, fault localization, fault classification
Full text (file, 37,74 MB)

3. Fault detection and classification with the rebmix R package
Marko Nagode, Branislav Panić, Jernej Klemenc, Simon Oman, 2023, original scientific article

Keywords: fault classification, fault detection, mixture models, REBMIX algorithm, EM algorithm
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4. Precise PMU-based localization and classification of short-circuit faults in power distribution systems
Denis Sodin, Miha Smolnikar, Urban Rudež, Andrej Čampa, 2023, original scientific article

Keywords: fault classification, fault localization, phasor measurement unit, PMU, location awareness, circuit faults, impedance, fault location, monitoring, power system reliability
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5. Detection of broken rotor bars in presence of load oscillations
Klemen Drobnič, Mitja Nemec, Henrik Lavrič, Vanja Ambrožič, Rastko Fišer, 2025, original scientific article

Keywords: broken rotor bars, fault detection, induction machine, motor current signature analysis, support vector machine classification
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