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Applying of Artifical Neutral Network in Maintenance Planning of Metallurgical Equioment


Šarić, Tomislav; Lujić, Roberto; Šimunović, Goran
Applying of Artifical Neutral Network in Maintenance Planning of Metallurgical Equioment // Metalurgija, 44 (2005), 2; 107-112 (međunarodna recenzija, članak, znanstveni)


Naslov
Applying of Artifical Neutral Network in Maintenance Planning of Metallurgical Equioment

Autori
Šarić, Tomislav ; Lujić, Roberto ; Šimunović, Goran

Izvornik
Metalurgija (0543-5846) 44 (2005), 2; 107-112

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

Ključne riječi
Maintenance; neural networks; maintenance information system

Sažetak
Maintenance of metallurgical equipment is very complex and demanding job. Condition Based Maintenance (CBM) is used for complex and significant equipment. The paper shows element selection that will be used in CBM planning as a location on which will be applied neural network. The paper presents few different neural network algorithms that have been used for different prediction problems and review of achieved results. Data structure that has been used in researching problem is part of Information System and its Equipment Maintenance subsystem that was developed for enterprise Aluminij d.d. Mostar.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA


Projekt / tema
0152014

Ustanove
Strojarski fakultet, Slavonski Brod

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus