State estimation of the voltage conversion process in a solar power system with Kalman filter
The state estimation of the voltage conversion process (with Kalman filtering) in a solar power system is shown in this paper. Theoretical principles of solar power systems are presented, along with the position and working principles of a DC-DC boost converter in a solar power system. Different mod...
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Veröffentlicht in: | Serbian journal of electrical engineering 2019-01, Vol.16 (3), p.359-376 |
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Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The state estimation of the voltage conversion process (with Kalman
filtering) in a solar power system is shown in this paper. Theoretical
principles of solar power systems are presented, along with the position and
working principles of a DC-DC boost converter in a solar power system.
Different modes of state estimation of the voltage conversion process are
shown, along with a detailed explanation of the Kalman filter appliance.
This approach can be applied to one of the maximum power point tracking
systems (MPPT). In the practical section of this paper, the implementation
of noise filtering concepts in a solar power system is shown, by using the
National Instruments LabVIEW programming suite. Processes that occur in this
type of system are simulated, and the basic principles of noise cancellation
are explained, in order to achieve optimal working conditions.
nema |
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ISSN: | 1451-4869 2217-7183 |
DOI: | 10.2298/SJEE1903359G |