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A Multicriteria Decision Analysis Model and Risk Assessment Framework for Carbon Capture and Storage

机译:碳捕集与封存的多准则决策分析模型和风险评估框架

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摘要

Multicriteria decision analysis (MCDA) has been applied to various energy problems to incorporate a variety of qualitative and quantitative criteria, usually spanning environmental, social, engineering, and economic fields. MCDA and associated methods such as life-cycle assessments and cost-benefit analysis can also include risk analysis to address uncertainties in criteria estimates. One technology now being assessed to help mitigate climate change is carbon capture and storage (CCS). CCS is a new process that captures CO_2 emissions from fossil-fueled power plants and injects them into geological reservoirs for storage. It presents a unique challenge to decisionmakers (DMs) due to its technical complexity, range of environmental, social, and economic impacts, variety of stakeholders, and long time spans. The authors have developed a risk assessment model using a MCDA approach for CCS decisions such as selecting between CO_2 storage locations and choosing among different mitigation actions for reducing risks. The model includes uncertainty measures for several factors, utility curve representations of all variables, Monte Carlo simulation, and sensitivity analysis. This article uses a CCS scenario example to demonstrate the development and application of the model based on data derived from published articles and publicly available sources. The model allows high-level DMs to better understand project risks and the tradeoffs inherent in modern, complex energy decisions.
机译:多标准决策分析(MCDA)已应用于各种能源问题,以纳入各种定性和定量标准,通常涵盖环境,社会,工程和经济领域。 MCDA和相关方法(例如生命周期评估和成本效益分析)还可以包括风险分析,以解决标准估计中的不确定性。目前正在评估有助于缓解气候变化的一项技术是碳捕获和封存(CCS)。 CCS是一种新工艺,可捕获化石燃料发电厂的CO_2排放并将其注入地质储层进行存储。由于其技术复杂性,对环境,社会和经济的影响范围,利益相关者的多样性以及时间跨度长,它给决策者(DM)带来了独特的挑战。作者开发了一种使用MCDA方法进行CCS决策的风险评估模型,例如在CO_2封存位置之间进行选择以及在不同的缓解措施之间进行选择以降低风险。该模型包括几个因素的不确定性度量,所有变量的效用曲线表示,蒙特卡洛模拟和灵敏度分析。本文使用CCS场景示例,以基于从已发表文章和可公开获得的数据中获得的数据来演示模型的开发和应用。该模型使高级DM可以更好地了解项目风险以及现代复杂能源决策中固有的权衡。

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