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Pregled bibliografske jedinice broj: 714556

Predicting the abrasion resistance of tool steels by means of neurofuzzy model


Lisjak, Dragutin; Filetin, Tomislav
Predicting the abrasion resistance of tool steels by means of neurofuzzy model // Interdisciplinary description of complex systems, 11 (2013), 3; 334-344 doi:10.7906/indecs.11.3.8 (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 714556 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Predicting the abrasion resistance of tool steels by means of neurofuzzy model

Autori
Lisjak, Dragutin ; Filetin, Tomislav

Izvornik
Interdisciplinary description of complex systems (1334-4684) 11 (2013), 3; 334-344

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
abrasion resistance ; tool steels ; modelling ; neurofuzzy

Sažetak
This work considers use neurofuzzy set theory for estimate abrasion wear resistance of steels based on chemical composition, heat treatment (austenitising temperature, quenchant and tempering temperature), hardness after hardening and different tempering temperature and volume loss of materials according to ASTM G 65-94. Testing of volume loss for the following group of materials as fuzzy data set was taken: carbon tool steels, cold work tool steels, hot work tools steels, high-speed steels. Modelled adaptive neuro fuzzy inference system (ANFIS) is compared to statistical model of multivariable non-linear regression (MNLR). From the results it could be concluded that it is possible well estimate abrasion wear resistance for steel whose volume loss is unknown and thus eliminate unnecessary testing.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo, Temeljne tehničke znanosti



POVEZANOST RADA


Projekti:
120-1201780-1779 - Modeliranje svojstava materijala i parametara procesa (Filetin, Tomislav, MZOS ) ( POIROT)

Ustanove:
Fakultet strojarstva i brodogradnje, Zagreb

Profili:

Avatar Url Dragutin Lisjak (autor)

Avatar Url Tomislav Filetin (autor)

Citiraj ovu publikaciju:

Lisjak, Dragutin; Filetin, Tomislav
Predicting the abrasion resistance of tool steels by means of neurofuzzy model // Interdisciplinary description of complex systems, 11 (2013), 3; 334-344 doi:10.7906/indecs.11.3.8 (međunarodna recenzija, članak, znanstveni)
Lisjak, D. & Filetin, T. (2013) Predicting the abrasion resistance of tool steels by means of neurofuzzy model. Interdisciplinary description of complex systems, 11 (3), 334-344 doi:10.7906/indecs.11.3.8.
@article{article, year = {2013}, pages = {334-344}, DOI = {10.7906/indecs.11.3.8}, keywords = {abrasion resistance, tool steels, modelling, neurofuzzy}, journal = {Interdisciplinary description of complex systems}, doi = {10.7906/indecs.11.3.8}, volume = {11}, number = {3}, issn = {1334-4684}, title = {Predicting the abrasion resistance of tool steels by means of neurofuzzy model}, keyword = {abrasion resistance, tool steels, modelling, neurofuzzy} }
@article{article, year = {2013}, pages = {334-344}, DOI = {10.7906/indecs.11.3.8}, keywords = {abrasion resistance, tool steels, modelling, neurofuzzy}, journal = {Interdisciplinary description of complex systems}, doi = {10.7906/indecs.11.3.8}, volume = {11}, number = {3}, issn = {1334-4684}, title = {Predicting the abrasion resistance of tool steels by means of neurofuzzy model}, keyword = {abrasion resistance, tool steels, modelling, neurofuzzy} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Emerging Sources Citation Index (ESCI)
  • EconLit


Citati:





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