Email this article Neural-Network Model for Predicting the Yield of Coking Products
- 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: 40-46
- Section: Chemistry
- URL: https://journals.rcsi.science/1068-364X/article/view/226719
- DOI: https://doi.org/10.3103/S1068364X19020091
- ID: 226719
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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. Such predictions will ultimately be used to optimize coking batches in production conditions.
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
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