- Tytuł:
- Fuzzy logic in decision support system as a simple Human/Internet of Things interface for shunt active power filter
- Autorzy:
-
Jasiński, M.
Majtczak, P.
Malinowski, A. - Powiązania:
- https://bibliotekanauki.pl/articles/201645.pdf
- Data publikacji:
- 2016
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
fuzzy logic
decision support system
shunt active power filter
power quality
smart grids
smart industry
harmonics compensation
internet of things (IoT)
internet of everything
logika rozmyta
system wspomagania decyzji
filtr aktywny
jakość energii
inteligentne sieci
smart przemysł
kompensacja harmonicznych
Internet Przedmiotów
Internet Wszystkiego - Opis:
- This paper introduces a fuzzy logic (FL) based decision support system (DSS) for a three-phase bidirectional AC-DC grid converter, working in a modern grid-like smart grid or smart industry. It is assumed that the appliances connected to that grid interact as in the Internet of Things (IoT) or like in the Internet of Everything (IoE) i.e. with a human being located in the chain of data flow. A power electronics AC-DC converter, operating as a shunt active power filter (SAPF) is selected for the case study. A harmonics reduction algorithm is presented as an implementation sample of the DSS. The operation of the SAPF is described and analysed. Experimental results showing the tuning process and operation of the laboratory model are also presented and discussed. Finally, it is shown that the DSS is an elegant and intuitive interface, which can simplify a human’s or machine’s decision-making process. Thanks to the DSS, the meaning of transferred data is translated into linguistic variables that can be understood by non-experts. Hence, it is expected that the amount of transferred data in the smart grid and in the IoE would be reduced. But in the same time, the high quality of the controlled process is retained, as shown by the example of a conventional SAPF.
- Źródło:
-
Bulletin of the Polish Academy of Sciences. Technical Sciences; 2016, 64, 4; 877-886
0239-7528 - Pojawia się w:
- Bulletin of the Polish Academy of Sciences. Technical Sciences
- Dostawca treści:
- Biblioteka Nauki
Artykuł