Dedicated Type-2 Fuzzy Logic Systems: A Novel Approach to DeNOx Filtration Systems
Ładowanie...
Data
2018
Autorzy
Tytuł czasopisma
ISSN czasopisma
Tytuł tomu
Wydawca
Wydawnictwo Politechniki Łódzkiej
Lodz University of Technology Press
Lodz University of Technology Press
Abstrakt
The paper presents some novel research on applications of Type-2 Fuzzy Logic Systems to support the Selective Catalytic Reduction process (SCR). The aim of the research is to design and test higher order fuzzy logic systems and their genuine modifications to manage data in DeNOx systems responsible for controlling emission of nitrogen oxides (NO, NO2). Since in real applications, it is still performed under the supervision of a human expert, the scope is to replace, at least partially, his/her participation with dedicated type-2 fuzzy logic systems. As the result, it is shown that the proposed systems with new means of learning fuzzy IF-THEN rules allow us to compute parameters much closer to those determined by experts, even in a comparison to some earlier approaches based on traditional fuzzy logic.
Opis
Słowa kluczowe
fuzzy logic, Selective Catalytic Reduction, SCR, air pollution, nitrogen oxides, adjustable air filters, ammonia valve, dedictaed Type-2 Fuzzy Logic System, learning fuzzy rules, logika rozmyta, Selektywna Redukcja Katalityczna, SCR, zanieczyszczenie powietrza, tlenki azotu, regulowane filtry powietrza, zawór amoniaku, dedykowany system logiki rozmytej typu 2, nauka o rozmytych regułach
Cytowanie
Niewiadomski, A., & Kacprowicz, M. (2018). Dedicated Type-2 Fuzzy Logic Systems: A Novel Approach to DeNOx Filtration Systems. Journal of Applied Computer Science, 26(2), 117-130. https://doi.org/10.34658/jacs.2018.26.2.117-130