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Evolution dynamic of intelligent construction strategy of coal mine enterprises in China

The intelligent construction of coal mining enterprises is the fundamental strategy to prevent and curb major coal mine accidents, and the core technical support to realize the high-quality development of the coal industry. Considering the intelligent construction of coal mining enterprises enabled...

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Autores principales: Tian, Yang, Yang, Xue, Yang, Juan, Mao, Kaikai, Yao, Yujia, Liang, Haoshen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576899/
https://www.ncbi.nlm.nih.gov/pubmed/36267372
http://dx.doi.org/10.1016/j.heliyon.2022.e10933
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author Tian, Yang
Yang, Xue
Yang, Juan
Mao, Kaikai
Yao, Yujia
Liang, Haoshen
author_facet Tian, Yang
Yang, Xue
Yang, Juan
Mao, Kaikai
Yao, Yujia
Liang, Haoshen
author_sort Tian, Yang
collection PubMed
description The intelligent construction of coal mining enterprises is the fundamental strategy to prevent and curb major coal mine accidents, and the core technical support to realize the high-quality development of the coal industry. Considering the intelligent construction of coal mining enterprises enabled by emerging information technologies such as 5G and artificial intelligence, this paper constructs a Moran process stochastic evolutionary game model of intelligent construction of coal mining enterprises. Based on the fixed point probability of the Moran process, the probability of successful invasion of the "intelligent construction" strategy and the "traditional production" strategy in the limited coal mining enterprise group is calculated. By comparing the probability of individual fixed point and the probability of neutral mutation, the dominant condition of the strategy under strong selection and weak selection is obtained. The research shows that external stochastic factors, the number and scale of enterprises, the intensity of capacity replacement and the cost-benefit of intelligent construction are the main factors affecting the intelligent construction behavior of coal mining enterprises. When the intelligent construction of coal mining enterprises is in the cultivation period, the intelligent construction of underground coal mines dominated by stochastic factors can be effectively promoted by increasing the intensity of capacity reduction replacement. For the open-pit coal mine dominated by expected payoffs, reducing the number of mining rights and improving the concentration of open-pit coal mining industry will have a better effect on promoting its intelligent cultivation process. When the intelligent construction of coal mining enterprises is in the mature stage, with the improvement of the cost and benefits of intelligent construction, "intelligent construction" strategy will become a general consensus of coal mining enterprises. In addition, this paper analyzes the relevant parameters through specific examples to verify the effectiveness of the conclusions, which provides a scientific basis for effectively accelerating the intelligent construction of coal mining enterprises and promoting the transformation and upgrading of the coal industry.
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spelling pubmed-95768992022-10-19 Evolution dynamic of intelligent construction strategy of coal mine enterprises in China Tian, Yang Yang, Xue Yang, Juan Mao, Kaikai Yao, Yujia Liang, Haoshen Heliyon Research Article The intelligent construction of coal mining enterprises is the fundamental strategy to prevent and curb major coal mine accidents, and the core technical support to realize the high-quality development of the coal industry. Considering the intelligent construction of coal mining enterprises enabled by emerging information technologies such as 5G and artificial intelligence, this paper constructs a Moran process stochastic evolutionary game model of intelligent construction of coal mining enterprises. Based on the fixed point probability of the Moran process, the probability of successful invasion of the "intelligent construction" strategy and the "traditional production" strategy in the limited coal mining enterprise group is calculated. By comparing the probability of individual fixed point and the probability of neutral mutation, the dominant condition of the strategy under strong selection and weak selection is obtained. The research shows that external stochastic factors, the number and scale of enterprises, the intensity of capacity replacement and the cost-benefit of intelligent construction are the main factors affecting the intelligent construction behavior of coal mining enterprises. When the intelligent construction of coal mining enterprises is in the cultivation period, the intelligent construction of underground coal mines dominated by stochastic factors can be effectively promoted by increasing the intensity of capacity reduction replacement. For the open-pit coal mine dominated by expected payoffs, reducing the number of mining rights and improving the concentration of open-pit coal mining industry will have a better effect on promoting its intelligent cultivation process. When the intelligent construction of coal mining enterprises is in the mature stage, with the improvement of the cost and benefits of intelligent construction, "intelligent construction" strategy will become a general consensus of coal mining enterprises. In addition, this paper analyzes the relevant parameters through specific examples to verify the effectiveness of the conclusions, which provides a scientific basis for effectively accelerating the intelligent construction of coal mining enterprises and promoting the transformation and upgrading of the coal industry. Elsevier 2022-10-05 /pmc/articles/PMC9576899/ /pubmed/36267372 http://dx.doi.org/10.1016/j.heliyon.2022.e10933 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Tian, Yang
Yang, Xue
Yang, Juan
Mao, Kaikai
Yao, Yujia
Liang, Haoshen
Evolution dynamic of intelligent construction strategy of coal mine enterprises in China
title Evolution dynamic of intelligent construction strategy of coal mine enterprises in China
title_full Evolution dynamic of intelligent construction strategy of coal mine enterprises in China
title_fullStr Evolution dynamic of intelligent construction strategy of coal mine enterprises in China
title_full_unstemmed Evolution dynamic of intelligent construction strategy of coal mine enterprises in China
title_short Evolution dynamic of intelligent construction strategy of coal mine enterprises in China
title_sort evolution dynamic of intelligent construction strategy of coal mine enterprises in china
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576899/
https://www.ncbi.nlm.nih.gov/pubmed/36267372
http://dx.doi.org/10.1016/j.heliyon.2022.e10933
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