Email this article Estimation of the Yield of Coking Products by a Neural-Network Model
- Authors: Vasileva E.V.1, Doroganov V.S.1, Piletskaya A.B.1, Cherkasova T.G.1, Pimonov A.G.1, Kolmakov N.G.2, Subbotin S.P.1,2, Nevedrov A.V.1, Papin A.V.1, Koshelev E.A.1
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Affiliations:
- Gorbachev Kuznetsk Basin State Technical University
- PAO Koks
- Issue: Vol 62, No 2 (2019)
- Pages: 47-56
- Section: Chemistry
- URL: https://journals.rcsi.science/1068-364X/article/view/226722
- DOI: https://doi.org/10.3103/S1068364X19020108
- ID: 226722
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Abstract
Mathematical analysis of experimental data regarding the quality of coal and coal concentrates and the yield of coking products provides the basis for neural-network models capable of predicting product yields. The predictions are compared with results obtained by traditional calculation and with production data for the yield of coking products.
About the authors
E. V. Vasileva
Gorbachev Kuznetsk Basin State Technical University
Author for correspondence.
Email: kleossa@yandex.ru
Russian Federation, Kemerovo
V. S. Doroganov
Gorbachev Kuznetsk Basin State Technical University
Author for correspondence.
Email: DoroganovV@mail.ru
Russian Federation, Kemerovo
A. B. Piletskaya
Gorbachev Kuznetsk Basin State Technical University
Author for correspondence.
Email: piletsana@gmail.com
Russian Federation, Kemerovo
T. G. Cherkasova
Gorbachev Kuznetsk Basin State Technical University
Author for correspondence.
Email: ctg.htnv@kuzstu.ru
Russian Federation, Kemerovo
A. G. Pimonov
Gorbachev Kuznetsk Basin State Technical University
Email: kea2949@mail.ru
Russian Federation, Kemerovo
N. G. Kolmakov
PAO Koks
Email: kea2949@mail.ru
Russian Federation, Kemerovo
S. P. Subbotin
Gorbachev Kuznetsk Basin State Technical University; PAO Koks
Author for correspondence.
Email: sybbotin@mail.ru
Russian Federation, Kemerovo; Kemerovo
A. V. Nevedrov
Gorbachev Kuznetsk Basin State Technical University
Author for correspondence.
Email: nevedrov1978@rambler.ru
Russian Federation, Kemerovo
A. V. Papin
Gorbachev Kuznetsk Basin State Technical University
Author for correspondence.
Email: papinandrey@rambler.ru
Russian Federation, Kemerovo
E. A. Koshelev
Gorbachev Kuznetsk Basin State Technical University
Author for correspondence.
Email: kea2949@mail.ru
Russian Federation, Kemerovo
