Critical inclusion size in spring steel and genetic programming

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@Article{Kovacic:2010:RMZ,
  author =       "Miha Kovacic and Sandra Sencic",
  title =        "Critical inclusion size in spring steel and genetic
                 programming",
  journal =      "RMZ - Materials and Geoenvironment (RMZ -Materiali in
                 Geookolje)",
  year =         "2010",
  volume =       "57",
  number =       "1",
  pages =        "17--23",
  note =         "Kriticna velikost vkljucka v vzmetnem jeklu in
                 genetsko programiranje",
  keywords =     "genetic algorithms, genetic programming, spring steel,
                 inclusions, modeling",
  ISSN =         "1408-7073",
  URL =          "http://www.rmz-mg.com/letniki/rmz57/RMZ57_1.pdf",
  size =         "7 pages",
  language =     "English",
  abstract =     "In the paper the genetic programming method was used
                 for critical inclusion size determination. At first the
                 mathematical model according to dynamically testing
                 results of the seven broken 51CrV4 springs has been
                 obtained and after the optimization with the model was
                 performed. For the modeling of the spring life the
                 inclusion size of the inclusion found at the breakage
                 surface and the distance of the inclusion from the
                 spring tensile surface were used. The results show that
                 the critical inclusion (the inclusion at the spring
                 tensile surface) size in our case is 0.14 mm. The
                 results of the proposed concept can be used in
                 practice.",
  izvleceek =    "V elanku je bila za dolocevanje kriticne velikosti
                 vkljuka uporabljena metoda genetskega programiranja.
                 Najprej se je na podlagi eksperimentalnih podatkov
                 sedmih prelomljenih vzmeti iz 51CrV4 izdelal
                 matematicni model, ki se je kasneje uporabil za
                 optimizacijo. Za modeliranje trajnostne dobe vzmeti sta
                 se uporabila velikost vkljucka, najdenega na prelomu,
                 in njegova oddaljenost od natezne povrsine vzmeti.
                 Rezultati kazejo, da je kriticna velikost vkljucka (na
                 natezni strani vzmeti) v nasem primeru 0,14 mm.
                 Rezultate predlozenega koncepta lahko uporabimo v
                 praksi.",
  notes =        "PERIODICAL FOR MINING, METALLURGY AND GEOLOGY",
}

Genetic Programming entries for Miha Kovacic Sandra Sencic

Citations