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.

Identyfikatory

DOI

10.1515/bpasts-2016-0096

• Języki publikacji: EN

Abstrakty

EN

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.

Słowa kluczowe

EN

fuzzy logic; decision support system; shunt active power filter; power quality; smart grids; smart industry; harmonics compensation; Internet of things (IoT); Internet of everything

PL

logika rozmyta; system wspomagania decyzji; filtr aktywny; jakość energii; inteligentne sieci; smart przemysł; kompensacja harmonicznych; Internet przedmiotów; Internet wszystkiego

• Wydawca: Polska Akademia Nauk, Wydział IV Nauk Technicznych
• Czasopismo: Bulletin of the Polish Academy of Sciences. Technical Sciences
• Rocznik: 2016
• Tom: Vol. 64, nr 4
• Strony: 877--886
• Opis fizyczny: Bibliogr. 38 poz., rys., tab., wykr.

Twórcy

autor

Jasiński M.

• Institute of Control and Industrial Electronics, Warsaw University of Technology, 75 Koszykowa St., 00-662 Warsaw, Poland

autor

Majtczak P.

• Institute of Control and Industrial Electronics, Warsaw University of Technology, 75 Koszykowa St., 00-662 Warsaw, Poland

autor

Malinowski A.

• Electrical and Computer Engineering Department, Bradley University, Peoria, IL 61625, United States of America

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Uwagi

PL

Opracowanie ze środków MNiSW w ramach umowy 812/P-DUN/2016 na działalność upowszechniającą naukę.