Dedicated Type-2 Fuzzy Logic Systems: A Novel Approach to DeNOx Filtration Systems

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dc.contributor.authorNiewiadomski, Adam
dc.contributor.authorKacprowicz, Marcin
dc.date.accessioned2021-07-19T09:39:44Z
dc.date.available2021-07-19T09:39:44Z
dc.date.issued2018
dc.description.abstractThe 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.en_EN
dc.identifier.citationNiewiadomski, 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
dc.identifier.doihttps://doi.org/10.34658/jacs.2018.26.2.117-130
dc.identifier.doi10.34658/jacs.2018.26.2.117-130
dc.identifier.issn1507-0360
dc.identifier.urihttp://hdl.handle.net/11652/3894
dc.identifier.urihttps://doi.org/10.34658/jacs.2018.26.2.117-130
dc.language.isoenen_EN
dc.page.numbers. 117-130
dc.publisherWydawnictwo Politechniki Łódzkiejpl_PL
dc.publisherLodz University of Technology Pressen_EN
dc.relation.ispartofJournal of Applied Computer Science, Vol. 26, No. 2, Wydawnictwo Politechniki Łódzkiej, Łódź 2018, ISSN 1507-0360.
dc.rightsFair use conditionen_EN
dc.rightsDla wszystkich w zakresie dozwolonego użytkupl_PL
dc.rights.licenseLUT Licenseen_EN
dc.rights.licenseLicencja PŁpl_PL
dc.subjectfuzzy logicen_EN
dc.subjectSelective Catalytic Reductionen_EN
dc.subjectSCRen_EN
dc.subjectair pollutionen_EN
dc.subjectnitrogen oxidesen_EN
dc.subjectadjustable air filtersen_EN
dc.subjectammonia valveen_EN
dc.subjectdedictaed Type-2 Fuzzy Logic Systemen_EN
dc.subjectlearning fuzzy rulesen_EN
dc.subjectlogika rozmytapl_PL
dc.subjectSelektywna Redukcja Katalitycznapl_PL
dc.subjectSCRpl_PL
dc.subjectzanieczyszczenie powietrzapl_PL
dc.subjecttlenki azotupl_PL
dc.subjectregulowane filtry powietrzapl_PL
dc.subjectzawór amoniakupl_PL
dc.subjectdedykowany system logiki rozmytej typu 2pl_PL
dc.subjectnauka o rozmytych regułachpl_PL
dc.titleDedicated Type-2 Fuzzy Logic Systems: A Novel Approach to DeNOx Filtration Systemsen_EN
dc.typeArtykułpl_PL
dc.typeArticleen_EN

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2018, Tom 26 Nr 2
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