Typing of reservoir rocks based on lithologic and petrophysical properties

Authors: A.V. Avilov, K.A. Kostenevich, I.V. Fedortsov (Tyumen Branch of SurgutNIPIneft, RF, Tyumen)

Key words: litho-petrophysical rock types, fuzzy logic tree, automation of typing.

Different sedimentary rocks of West Siberia basin are used for analysis in this study. The comparison of results of automatic rock classification are traditional rock typing demonstrate the potential of proposed technique.

References

1. Avilov A.V., Borzykh V.E., Vestnik kibernetiki, 2012, no. 11, URL: http://www.ipdn.ru/rics/vk/_private/vk11/122-128.pdf.

2. Efimov V.A., Kostenevich K.A., Mal'shakov A.V., et al., Aktual'nye voprosy petrofiziki slozhnopostroennykh kollektorov (Topical issues of complicated reservoir petrophysics), Krasnodar: Prosveshchenie-Yug Publ., 2010, 306 p.

3. Korovina T.A., Kropotova E.P., Puti realizatsii neftegazovogo potentsiala KhMAO (Collected papers “Ways to implement oil and gas potential of the Khanty-Mansiysk Autonomous Okrug”), III nauchno-prakticheskaya konferentsiya (3rd Scientific Conference), Khanty-Mansiysk: Putived" Publ., 2000, pp. 346-351.

4. Fedortsov I.V., Sedimentatsionnye kriterii razmeshcheniya zalezhey nefti i gaza v yurskikh i nizhnemelovykh produktivnykh kompleksakh Surgutskogo svoda Zapadnoy Sibiri (Depositional location criteria of oil and gas in the Jurassic and Lower Cretaceous productive complexes of Surgut arch of Western Siberia), Thesis of the candidate of geology and mineralogy, Tyumen, 2007.

5. Derev'ya klassifikatsii. Elektronnyy uchebnik po statistike (Classification trees. Electronic textbook on statistics), StatSoft, Moskva, 2001, URL: http://www.statsoft.ru/home/textbook/modules/stclatre.html.

6. Tsar'kov C., Nechetkie derev'ya resheniy. Tekhnologii analiza dannykh BaseGroup Labs (Fuzzy decision trees. Technology of data analysis BaseGroup Labs), URL: http://www.basegroup.ru/library/analysis/fuzzylogic/fuzzy_dtrees/.

Key words: litho-petrophysical rock types, fuzzy logic tree, automation of typing.

Different sedimentary rocks of West Siberia basin are used for analysis in this study. The comparison of results of automatic rock classification are traditional rock typing demonstrate the potential of proposed technique.

References

1. Avilov A.V., Borzykh V.E., Vestnik kibernetiki, 2012, no. 11, URL: http://www.ipdn.ru/rics/vk/_private/vk11/122-128.pdf.

2. Efimov V.A., Kostenevich K.A., Mal'shakov A.V., et al., Aktual'nye voprosy petrofiziki slozhnopostroennykh kollektorov (Topical issues of complicated reservoir petrophysics), Krasnodar: Prosveshchenie-Yug Publ., 2010, 306 p.

3. Korovina T.A., Kropotova E.P., Puti realizatsii neftegazovogo potentsiala KhMAO (Collected papers “Ways to implement oil and gas potential of the Khanty-Mansiysk Autonomous Okrug”), III nauchno-prakticheskaya konferentsiya (3rd Scientific Conference), Khanty-Mansiysk: Putived" Publ., 2000, pp. 346-351.

4. Fedortsov I.V., Sedimentatsionnye kriterii razmeshcheniya zalezhey nefti i gaza v yurskikh i nizhnemelovykh produktivnykh kompleksakh Surgutskogo svoda Zapadnoy Sibiri (Depositional location criteria of oil and gas in the Jurassic and Lower Cretaceous productive complexes of Surgut arch of Western Siberia), Thesis of the candidate of geology and mineralogy, Tyumen, 2007.

5. Derev'ya klassifikatsii. Elektronnyy uchebnik po statistike (Classification trees. Electronic textbook on statistics), StatSoft, Moskva, 2001, URL: http://www.statsoft.ru/home/textbook/modules/stclatre.html.

6. Tsar'kov C., Nechetkie derev'ya resheniy. Tekhnologii analiza dannykh BaseGroup Labs (Fuzzy decision trees. Technology of data analysis BaseGroup Labs), URL: http://www.basegroup.ru/library/analysis/fuzzylogic/fuzzy_dtrees/.


Attention!
To buy the complete text of article (a format - PDF) or to read the material which is in open access only the authorized visitors of the website can. .

Mobile applications

Read our magazine on mobile devices

Загрузить в Google play

Press Releases

24.11.2021
23.11.2021
02.11.2021
Конкурс на соискание молодежной премии имени академика И.М. Губкина