ISBN-13: 9783659630583 / Rosyjski / Miękka / 2014 / 152 str.
Znachitel'noe chislo avariy obuslovleno otkazami unikal'nykh mekhanicheskikh sistem (UMS). Pod UMS ponimayutsya sistemy, izgotavlivaemye v 1...10 ekzemplyarakh, ekspluatiruemye v otlichayushchikhsya usloviyakh i realizuyushchie ekstremal'nye tekhnologicheskie operatsii. Predotvrashchenie avariy svyazano s zadachey ponizheniya veroyatnosti otkazov UMS, reshenie kotoroy v znachitel'noy stepeni zavisit ot tochnosti diagnostirovaniya i prognozirovaniya dinamiki ikh tekhnicheskogo sostoyaniya. Osobennost'yu zadachi yavlyaetsya otsutstvie statisticheskoy informatsii o dinamike izmeneniya tekhnicheskogo sostoyaniya, chto obuslovlivaet neobkhodimost' ispol'zovaniya metodov iskusstvennogo intellekta, v chastnosti, ekspertnykh sistem. Primenenie sovremennykh tekhnologiy imitatsionnogo modelirovaniya yavlyaetsya odnim iz sposobov diagnostirovaniya i prognozirovaniya tekhnicheskogo sostoyaniya UMS. Agentnyy podkhod k modelirovaniyu pozvolyaet issledovat' povedenie ob"ektov, soderzhashchikh bol'shoe chislo elementov i obladayushchikh individual'nym povedeniem. V rabote predstavlena intellektual'naya programmnaya sistema, realizuyushchaya agentnoe modelirovanie dinamiki tekhnicheskogo sostoyaniya na primere oborudovaniya neftekhimicheskikh proizvodstv.
Znachitelnoe chislo avariy obuslovleno otkazami unikalnykh mekhanicheskikh sistem (UMS). Pod UMS ponimayutsya sistemy, izgotavlivaemye v 1...10 ekzemplyarakh, ekspluatiruemye v otlichayushchikhsya usloviyakh i realizuyushchie ekstremalnye tekhnologicheskie operatsii. Predotvrashchenie avariy svyazano s zadachey ponizheniya veroyatnosti otkazov UMS, reshenie kotoroy v znachitelnoy stepeni zavisit ot tochnosti diagnostirovaniya i prognozirovaniya dinamiki ikh tekhnicheskogo sostoyaniya. Osobennostyu zadachi yavlyaetsya otsutstvie statisticheskoy informatsii o dinamike izmeneniya tekhnicheskogo sostoyaniya, chto obuslovlivaet neobkhodimost ispolzovaniya metodov iskusstvennogo intellekta, v chastnosti,ekspertnykh sistem. Primenenie sovremennykh tekhnologiy imitatsionnogo modelirovaniya yavlyaetsya odnim iz sposobov diagnostirovaniya i prognozirovaniya tekhnicheskogo sostoyaniya UMS. Agentnyy podkhod k modelirovaniyu pozvolyaet issledovat povedenie ob"ektov, soderzhashchikh bolshoe chislo elementov i obladayushchikh individualnym povedeniem. V rabote predstavlena intellektualnaya programmnaya sistema, realizuyushchaya agentnoe modelirovanie dinamiki tekhnicheskogo sostoyaniya na primere oborudovaniya neftekhimicheskikh proizvodstv.