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Analiza przejściowa za pomocą sztucznej inteligencji by Jia Lu

Analiza przejściowa za pomocą sztucznej inteligencji

by Jia Lu
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Book cover type: Paperback
  • ISBN13: 9786209476488
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 88
  • Original Price: GBP 34.71
  • Language: Polish
  • Edition: N/A
  • Item Weight: 127 grams
  • BISAC Subject(s): General

Celem niniejszych badań jest opracowanie modelu matematycznego jako narzędzia do szacowania zasob�w naturalnie spękanych zl�ż z podw�jnymi odwiertami bocznymi. Narzędzie zaproponowane w niniejszym badaniu obejmuje przednią sztuczną siec neuronową (ANN) z możliwością przewidywania danych dotyczących wydobycia na podstawie znanych parametr�w zloża i projektu odwiertu. Proponowane narzędzie zawiera r�wnież odwrotny komponent ANN, kt�ry może byc wykorzystany do przewidywania przepuszczalności i porowatości matrycy i szczelin, a także odstęp�w między szczelinami i grubości zloża. Dzięki proponowanemu narzędziu użytkownik będzie m�gl analizowac natychmiastowo przewidywane dane dotyczące zloża lub wydobycia przy mniejszych kosztach i w kr�tszym czasie. Oprogramowanie wykorzystane do opracowania narzędzia to MATLAB, EXCEL oraz komercyjne oprogramowanie do modelowania. Procedury są przedstawione i om�wione w kolejnych rozdzialach, w tym generowanie danych szkoleniowych, wyb�r zestaw�w danych szkoleniowych, szkolenie modeli ANN typu forward i inverse. Ponadto dla każdego ANN opracowano i zmontowano graficzny interfejs użytkownika (GUI), kt�ry pozwala użytkownikowi przeglądac wyniki w formacie numerycznym i graficznym.

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