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首页> 外文期刊>Proceedings of the International Conference on Business Excellence >A portfolio optimization model for a large number of hydrocarbon exploration projects
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A portfolio optimization model for a large number of hydrocarbon exploration projects

机译:大量油气勘探项目的投资组合优化模型

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Over the past few years the global oil and gas industry has been going through a severe market downturn. Despite recent signs of stabilization, oil prices have a long history marked by volatility. In this context, it is imperative for oil companies to optimize their capital allocation, as this might support risk mitigation. The purpose of this paper is to offer a tool that might support the strategic decision-making process for companies operating in the oil industry. Our model uses Markowitz’ portfolio selection theory to construct the efficient frontier for currently producing fields and a set of investment projects. These relate to oil and gas exploration projects and projects aimed at enhancing current production. The net present value is obtained for each project under a set of usersupplied scenarios. For the base-case scenario we also model oil prices through Monte Carlo simulation. We run the model for a combination of portfolio items which include both currently producing assets and new exploration projects, using data characteristics of a mature region with a high number of low-production fields. Our objective is to find the vector of weights (equity stake in each project) which minimizes portfolio risk, given a set of expected portfolio returns. The model is of particular interest for companies operating in Eastern Europe, or in any other mature region. It can also support divestment and acquisition decisions since these may place the company’s portfolio closer or farther away from the efficient frontier. The model is highly versatile and can be implemented on any software with an optimization package such as Microsoft Excel.
机译:在过去的几年中,全球石油和天然气行业一直在经历严重的市场低迷。尽管最近有稳定迹象,但油价长期以来一直以波动为特征。在这种情况下,石油公司必须优化其资本配置,因为这可能有助于缓解风险。本文的目的是为石油行业运营的公司提供一种可能支持战略决策过程的工具。我们的模型使用Markowitz的投资组合选择理论来构建当前生产领域和一组投资项目的有效边界。这些涉及石油和天然气勘探项目以及旨在提高当前产量的项目。净现值是在一组用户提供的方案下为每个项目获得的。对于基本情况,我们还通过蒙特卡洛模拟对油价建模。我们使用包含大量低产油田的成熟地区的数据特征,对包括当前生产资产和新勘探项目在内的投资组合项目组合运行模型。我们的目标是找到给定一组预期投资组合收益的权重向量(每个项目中的股权),以最小化投资组合风险。该模型对于在东欧或其他任何成熟地区运营的公司特别感兴趣。它还可以支持撤资和收购决策,因为这些决策可能会使公司的投资组合离高效边界更近或更远。该模型具有很高的通用性,可以在带有优化包(例如Microsoft Excel)的任何软件上实现。

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