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Napovedovanje obremenitvenih stanj konstrukcij v eksploataciji : doktorsko deloKlemenc, JernejPostavljena je metodologija za napovedovanje gostote porazdelitve verjetnosti spremenljivk obremenitvenih stanj za tiste kombinacije faktorjev obratovalnih razmer, za katere meritve ali simulacije ... obremenitvenih stanj niso bile izvedene. Osnova za novo metodo napovedovanja obremenitvenih stanj je vektorska neparametrična regresija. Za naključno obremenitveno stanje, ki je podano v obliki signala naključne časovne serije obremenitev, je ocenjena povezana gostota porazdelitve verjetnosti amplitud, srednjih vrednosti in period obremenitvenih ciklov, ki so iz časovne serije obremenitev izločeni s števno metodo rainflow. Povezana gostota porazdelitve verjetnosti je modelirana z mešanico multivariantnih Gaussovih funkcij. Razvit je tudi modelirnik za napovedovanje časovnih serij obremenitev, ki hkrati upošteva zaporedje in statistično odvisnost amplitud in srednjih vrednosti obremenitvenih ciklov, izločenih iz časovnih serij obremenitev s števno metodo rainflow. Jedro modelirnika predstavlja pogojna gostota porazdelitve verjetnosti, ki je modelirana z mešanico sferičnih Gaussovih funkcij.Type of material - dissertation ; adult, seriousPublication and manufacture - Ljubljana : [J. Klemenc], 2001Language - slovenianCOBISS.SI-ID - 4776219
Author
Klemenc, Jernej
Other authors
Fajdiga, Matija
Topics
Konstrukcije |
Obratovalna trdnost |
Napovedovanje |
Disertacije |
naključni pojavi |
multivariantna gostota porazdelitve verjetnosti |
neparametrična regresija |
faktorji obratovalnih pogojev
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Database name | Field | Year |
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Links to authors' personal bibliographies | Links to information on researchers in the SICRIS system |
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Klemenc, Jernej | 16334 |
Fajdiga, Matija | 00819 |
Source: Personal bibliographies
and: SICRIS
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