Multi-criteria optimization of the process of electrolytic alkali’s evaporation in order to develop a resource-saving chemical-technological system-Reference-Cited by-同舟云学术

Multi-criteria optimization of the process of electrolytic alkali’s evaporation in order to develop a resource-saving chemical-technological system

Published:2020-01-01 Issue:1 Volume:734 Page:012121
ISSN:1757-8981
Container-title:IOP Conference Series: Materials Science and Engineering
language:
Short-container-title:IOP Conf. Ser.: Mater. Sci. Eng.

Author:

Shulaeva E A,Pavlov V B

Abstract

Abstract Development of resource-saving chemical-technological systems requires maintenance of process parameters within the specified limits. The article describes the use of artificial neural networks for modeling of technological process of electrolytic alkali evaporation. The simulation was carried out in Statistica software. The simulation results were used to perform multi-criteria optimization by proper simplex minimization and Nelder-Mead minimization methods to reduce costs and improve process performance and product quality.

Publisher

IOP Publishing

Subject

General Medicine

Link

https://iopscience.iop.org/article/10.1088/1757-899X/734/1/012121/pdf

Reference9 articles.

1. New directions in the production of chlorine, caustic soda and design of electrolyzers;Afanasyeva;Chemical technology,2006

2. Modeling Of The Process Of Electrolysis Production Of Caustic, Chlorine And Hydrogen;Shulaeva;Journal of Physics: Conference Series,2017

3. Application of Artificial Intelligence Techniques in the Oil and Gas Industry;Podolsky;Modern science,2016

4. On the representation of continuous functions of several variables as superpositions of continuous functions of one variable and addition;Kolmogorov;Neurocomputer,1994

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