| Naslov: | Simulation-based study of structural changes in electrical time-series signals |
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| Avtorji: | ID Živković, Luka (Avtor)
ID Hederić, Željko (Avtor)
ID Benšić, Tin (Avtor)
ID Kurtović, Goran (Avtor)
ID Stojkov, Marinko (Avtor) |
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| Datoteke: |  https://journals.um.si/index.php/jet/article/view/5389/3420
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| Jezik: | Angleški jezik |
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| Vrsta gradiva: | Neznano |
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| Tipologija: | 1.01 - Izvirni znanstveni članek |
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| Organizacija: | FE - Fakulteta za energetiko
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| Opis: | his paper uses statistical indicators to address the detection of changes in electrical signals typical of industrial and power systems. A dedicated MATLAB algorithm was developed to identify change points by tracking shifts in signal behaviour and statistical properties. To evaluate the method, synthetic signals were generated through simulation to reproduce the common patterns observed in these systems, allowing testing under different operating conditions and varying noise levels. The results demonstrate that the algorithm detects change points reliably across multiple scenarios, showing flexibility and robustness. This study highlights the value of simulation-based signal generation as a controlled environment for testing detection methods. It provides a foundation for future applications to more complex real-world electrical signal analysis tasks. |
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| Ključne besede: | break points, energy system, noise, segmentation, signals, simulation, time series |
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| Datum objave: | 01.09.2025 |
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| Leto izida: | 2025 |
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| Št. strani: | str. [75]-83 |
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| Številčenje: | Letn. 18, št. 2 |
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| PID: | 20.500.12556/DKUM-95613  |
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| UDK: | 620.9 |
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| COBISS.SI-ID: | 251219459 |
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| DOI: | 10.18690/jet.18.2.75-84.2025 |
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| ISSN pri članku: | 1855-5748 |
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| Datum objave v DKUM: | 01.10.2025 |
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| Število ogledov: | 148 |
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| Število prenosov: | 2 |
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| Metapodatki: |    |
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| Področja: | Ostalo
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