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Vol 211
Pages:
96-103
Download volume:
RUS
Article

Provision of environmental safety of mine waters at mining enterprises based on neural network modelling

Authors:
E. M. Sokolov1
L. E. Sheinkman2
D. V. Dergunov3
About authors
  • 1 — Ph.D., Dr.Sci. professor Tula State University
  • 2 — Ph.D., Dr.Sci. professor Tula State University
  • 3 — Ph.D. engineer Tula State University
Date submitted:
2014-07-19
Date accepted:
2014-09-21
Date published:
2015-02-25

Abstract

Based on experimental studies of decomposition of phenolic compounds in aqueous media (for example, bisphenol-A), are constructed and analyzed neural network regression models, reducing the concentration of phenolic pollutants under the influence of physical and chemical factors, similar to the natural (ultraviolet radiation, hydrogen peroxide and ferric chloride (III)) to address control problems obesfenolivaniya wastewater mining enterprises, specialized-regulating underground coal mining.

Область исследования:
(Archived) Geoecology and occupational health and safety
Keywords:
mine water pollution phenols neural network modeling cleaning
Go to volume 211

References

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  2. Volkovskaya S.G. Ekologicheskaya otsenka vozdeistviya gornykh predpriyatii na prirodnuyu sredu Vorkutinskogo raiona i ratsional'nye sposoby okhrany prirodnykh resursov (Environmental impact assessment of mining companies on the environment of Vorkuta region and rational ways to protect natural resources): The author PhD in Engineering Sciences. St Petersburg, 2004, p.22.
  3. GOST R 50.1.040-2002. Statisticheskie metody. Planirovanie eksperimentov. Terminy i opredeleniya (Statistical methods. Design of experiments. Terms and definitions). Moscow: Gosstandart Rossii, 2002, p.36.
  4. Gosudarstvennyi doklad «O sostoyanii i ispol'zovanii vodnykh resursov Rossiiskoi Federatsii v 2009 godu» (State Report «On the status and use of water resources of the Russian Federation in 2009»). Moscow: NIA-Priroda, 2010, p.288.
  5. Moiseev I.I. Okislitel'nye metody v tekhnologii ochistki vody i vozdukha (Oxidation methods in water treatment technology and air. Izvestiya RAS). Izv. AN. Ser. Khim. 1995. N 3, p.578-588.
  6. Neironnye seti. STATISTICA Neural Networks: Metodologiya i tekhnologii sovremennogo analiza dannykh (Neural networks. STATISTICA Neural Networks: Methodology and technology of modern data analysis). Editor. V.P.Borovikova. 2-e izd., pererab. i dop. Moscow: Goryachaya liniya – Telekom, 2008, p.392
  7. Ossovskii S. Neironnye seti dlya obrabotki informatsii (Neural networks for information processing). Per. s pol'sk. I.D.Rudinskogo. Moscow: Finansy i statistika, 2004, p.344.
  8. Paklin N.B., Oreshkov V.I. Biznes-analitika: ot dannykh k znaniyam (Business – analytics: from data to knowledge). St Petersburg: Piter, 2009, p.624.
  9. Popov V.M. Vodootlivnye ustanovki (Drainage installation: a handbook). Moscow: Nedra, 1990, p.254.
  10. Sokolova O.V. Ekologo-ekonomicheskoe obosnovanie ispol'zovaniya shakhtnykh vod pri likvidatsii ugledobyvayushchikh predpriyatii Vostochnogo Donbassa (Ecological and economic justification for the use of mine water for the elimination of the Eastern Donbass coal mines): The author PhD in Economics. Moscow, 2008, p.23.
  11. Tarasenko I.A. Ekologicheskie posledstviya zakrytiya ugol'nykh shakht i mery po predotvrashcheniyu ikh otritsatel'nogo vozdeistviya na region (Environmental impacts of the closure of coal mines and the measures to prevent negative impacts on the region). Vestnik DVO RAN. 2004. N 1, p.87-93.
  12. Tekhnicheskii spravochnik po obrabotke vody (Technical Reference for Water Treatment): V 2 t. Per. s fr. St Petersburg: Novyi zhurnal, 2007. Vol.2. p.757.
  13. Chernova M.V. Issledovanie protsessa ochistki vodnykh sistem ot fenol'nykh soedinenii pod deistviem fizikokhimicheskikh faktorov (Investigation of the process of water purification systems from phenolic compounds by the action of physical and chemical factors): The author PhD in Engineering Sciences. Tula, 2009, p.24
  14. Yagunova O.A. Issledovanie gidro-, gazo-, geomekhanicheskikh protsessov v tekhnogennom massive i vyrabotannom prostranstve likvidiruemykh shakht Kuzbassa (Study of hydro-, gas-, geomechanical processes in the array and technogenic goaf liquidated Kuzbass mines): The author PhD in Engineering Sciences. Kemerovo, 2010, p.21.

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