Decision-making model for production and operation of underground gold mines considering low-carbon condition
Abstract Within the framework of a low-carbon transition and integrated mineral resource exploitation, this study presents an innovative system dynamics (SD) model designed to optimize decision-making and enhance profitability in underground gold mining operations. The novel approach seamlessly inte...
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2025-02-01
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| Series: | Scientific Reports |
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| Online Access: | https://doi.org/10.1038/s41598-025-88762-2 |
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| author | Jie Hou Yingyu Gu Guoqing Li Guangjun Guo Qianqian Yu |
| author_facet | Jie Hou Yingyu Gu Guoqing Li Guangjun Guo Qianqian Yu |
| author_sort | Jie Hou |
| collection | DOAJ |
| description | Abstract Within the framework of a low-carbon transition and integrated mineral resource exploitation, this study presents an innovative system dynamics (SD) model designed to optimize decision-making and enhance profitability in underground gold mining operations. The novel approach seamlessly integrates critical subsystems, including reserves, mining, ore dressing, smelting, financial, and carbon reduction, offering a comprehensive framework for the analysis of efficiency and sustainability. Utilizing causal loop and system flow diagrams, the model elucidates the synergistic impacts of index variations on mine operational efficiency. The model is applied to a case study involving three mining areas within a specific gold mine in China, where sensitivity analysis identifies key indicators affecting profitability. Furthermore, it examines dynamic trends under varying carbon tax scenarios. The findings reveal that mining strategic adjustments can significantly enhance profitability, extend the operational lifespan of mines, and reduce emissions. |
| format | Article |
| id | doaj-art-135a40333c3146bfbb02035a1c10be76 |
| institution | Kabale University |
| issn | 2045-2322 |
| language | English |
| publishDate | 2025-02-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj-art-135a40333c3146bfbb02035a1c10be762025-02-09T12:32:23ZengNature PortfolioScientific Reports2045-23222025-02-0115111810.1038/s41598-025-88762-2Decision-making model for production and operation of underground gold mines considering low-carbon conditionJie Hou0Yingyu Gu1Guoqing Li2Guangjun Guo3Qianqian Yu4School of Civil and Resource Engineering, University of Science and Technology BeijingBaosteel Resources Holding (Shanghai) Co., Ltd.School of Civil and Resource Engineering, University of Science and Technology BeijingJiaojia Gold Mine, Shandong Gold Group Mining (Laizhou) Co., Ltd.Jiaojia Gold Mine, Shandong Gold Group Mining (Laizhou) Co., Ltd.Abstract Within the framework of a low-carbon transition and integrated mineral resource exploitation, this study presents an innovative system dynamics (SD) model designed to optimize decision-making and enhance profitability in underground gold mining operations. The novel approach seamlessly integrates critical subsystems, including reserves, mining, ore dressing, smelting, financial, and carbon reduction, offering a comprehensive framework for the analysis of efficiency and sustainability. Utilizing causal loop and system flow diagrams, the model elucidates the synergistic impacts of index variations on mine operational efficiency. The model is applied to a case study involving three mining areas within a specific gold mine in China, where sensitivity analysis identifies key indicators affecting profitability. Furthermore, it examines dynamic trends under varying carbon tax scenarios. The findings reveal that mining strategic adjustments can significantly enhance profitability, extend the operational lifespan of mines, and reduce emissions.https://doi.org/10.1038/s41598-025-88762-2Underground gold minesLow-carbon transitionCarbon taxOperation decisionsSystem dynamics simulation |
| spellingShingle | Jie Hou Yingyu Gu Guoqing Li Guangjun Guo Qianqian Yu Decision-making model for production and operation of underground gold mines considering low-carbon condition Scientific Reports Underground gold mines Low-carbon transition Carbon tax Operation decisions System dynamics simulation |
| title | Decision-making model for production and operation of underground gold mines considering low-carbon condition |
| title_full | Decision-making model for production and operation of underground gold mines considering low-carbon condition |
| title_fullStr | Decision-making model for production and operation of underground gold mines considering low-carbon condition |
| title_full_unstemmed | Decision-making model for production and operation of underground gold mines considering low-carbon condition |
| title_short | Decision-making model for production and operation of underground gold mines considering low-carbon condition |
| title_sort | decision making model for production and operation of underground gold mines considering low carbon condition |
| topic | Underground gold mines Low-carbon transition Carbon tax Operation decisions System dynamics simulation |
| url | https://doi.org/10.1038/s41598-025-88762-2 |
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