Overview of application the Soft Computing methods in the field of mining in our country and in the world

Author:

Stanić Nikola,Gomilanović Miljan,Stepanović Saša,Milijanović Aleksandar

Abstract

Application of the Soft computing in the mining industry is of great importance. This paper shows only a part of the published scientific and professional articles on application the Soft Computing methods in our country and in the world in the field of mining. Originally, the Soft Computing methods arose from the need to analyze the complex processes and problems in a quick and simple way with relatively little knowledge of the influencing parameters. Considering that the mining problem is related to numerous and largely insufficiently investigated influential factors, the soft computing methods are widely applied in this area and their application leads to an improvement in understanding the mutual influence of natural and technical-technological factors in the processes of exploitation, selection and maintenance of the basic and auxiliary mining equipment, the impact of mining operations on the environment, social environment and other aspects of mining activities.

Funder

Ministry of Education, Science and Technological Development of the Republic of Serbia

Publisher

Centre for Evaluation in Education and Science (CEON/CEES)

Subject

Media Technology

Reference18 articles.

1. Jang, H. and Topal, E. 2014. A Review of Soft Computing Technology Applications in Several Mining Problems. Applied Soft Computing. 22: pp. 638-651. https://doi.org/10.1016/j.asoc.2014.05. 019;

2. Karray, F., De Silva, C., 2004. Soft Computing and Intelligent Systems Design. Publisher: Pearson Education, 560 p. https://doi.org/10.1002/rnc.1072;

3. Gomilanovic M, Stanic N, Milijanovic D, Stepanovic S, Milijanovic A. Predicting the availability of continuous mining systems using LSTM neural network. Advances in Mechanical Engineering. 2022;14(2). doi:10.1177/16878132221081584;

4. Gomilanovic, M.; Tanasijevic, M.; Stepanovic, S. Determining the Availability of Continuous Systems at Open Pits Applying Fuzzy Logic. Energies 2022, 15, 6786. https://doi.org/10.3390/en15186786;

5. Ivezic D.; Tanasijević M.; Jovancic P.; Djuric, R. A Fuzzy Expert Model for Availability Evaluation. In Proceedings of the 20 th International Carpathian Control Conference (ICCC), Kraków-Wieliczka, Poland, 26-29 May 2019; ISBN 978-1-7281-0701-1. doi:10.1109/CarpathianCC.2019.8766 031;

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