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A systems based approach for financial risk modelling and optimisation of the mineral processing and metal production industry

机译:一种基于系统的方法,用于矿物加工和金属生产行业的财务风险建模和优化

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摘要

Large scale engineering process systems are subject to a variety of risks which affect the productivity and profitability of the industry in the long run. This paper outlines the short comings of the current methods of risk quantification and proposes a systems engineering framework to overcome these issues. The functionality of the developed model is illustrated for the case of mineral processing and metal production industries using a copper ore processing and refined metal production case study. The methodology provides a quantitative assessment of the risk factors and allows the opportunity to minimise financial losses, which would help investors, insurers and plant operators in these sectors to make appropriate risk hedging policies. The models developed can also be coupled with evolutionary or swarm based algorithms for optimising the systems. A numerical example is illustrated to demonstrate the validity of the proposition.
机译:从长远来看,大规模的工程过程系统会遭受各种风险,这些风险会影响行业的生产率和盈利能力。本文概述了当前风险量化方法的不足之处,并提出了克服这些问题的系统工程框架。通过使用铜矿石加工和精炼金属生产案例研究,说明了所开发模型在矿物加工和金属生产行业中的功能。该方法可以对风险因素进行定量评估,并有机会将财务损失降到最低,这将有助于这些部门的投资者,保险公司和工厂经营者制定适当的风险对冲政策。开发的模型还可以与基于进化算法或群体算法的系统优化结合使用。数值例子说明了该命题的有效性。

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