Development of Integrated Fuzzy Model for Mine Management Optimization

IF 0.3 4区 综合性期刊 Q4 MULTIDISCIPLINARY SCIENCES
Miodrag Čelebić, Sanja Bajić, Dragoljub Bajić, Dejan Stevanović, Duško Torbica, Vladimir Malbašić
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引用次数: 0

Abstract

Technoeconomic, environmental and safety criteria generally affect the management of metallic and non-metallic mining operations. The first basic question that needs to be addressed when planning ore mining is which methods are adequate and what is the optimal mining technology? Due to the complex geologic framework of ore deposits, geological exploration has rendered synonymous the inherent uncertainties, vagueness, and inaccuracies. As a result, subjective evaluation by engineers and expert experience have become increasingly important. Given that the natural language used by miners and geologists is most suited for relaying knowledge and expressing opinions, the paper tests a fuzzy optimization methodology that uses linguistic variables. Consequently, extent analysis is applied to fuzzy AHP by means of triangular fuzzy numbers to arrive at a decision about the optimal mining technology. The entire procedure constitutes an integrated mine management system, which will contribute to sustainable production in the future. A case study to which the model was applied is presented in the paper.
矿山管理优化综合模糊模型的开发
技术经济、环境和安全标准一般影响到金属和非金属采矿作业的管理。在规划采矿时需要解决的第一个基本问题是,哪些方法是适当的,什么是最佳采矿技术?由于矿床地质构造的复杂性,地质勘探已成为固有的不确定性、模糊性和不准确性的代名词。因此,工程师的主观评价和专家经验变得越来越重要。鉴于矿工和地质学家使用的自然语言最适合传递知识和表达意见,本文测试了一种使用语言变量的模糊优化方法。因此,利用三角模糊数将程度分析应用到模糊层次分析法中,得出最优开采工艺的决策。整个程序构成一个综合矿山管理系统,将有助于今后的可持续生产。最后给出了该模型的应用实例。
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来源期刊
Comptes Rendus De L Academie Bulgare Des Sciences
Comptes Rendus De L Academie Bulgare Des Sciences 综合性期刊-综合性期刊
CiteScore
0.60
自引率
33.30%
发文量
181
审稿时长
3-6 weeks
期刊介绍: Founded in 1948 by academician Georgy Nadjakov, "Comptes rendus de l’Académie bulgare des Sciences" is also known as "Доклади на БАН","Доклады Болгарской академии наук" and "Proceeding of the Bulgarian Academy of Sciences". If applicable, the name of the journal should be abbreviated as follows: C. R. Acad. Bulg. Sci. (according to ISO)
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