Optimal Expansion of a Hydrogen Storage System for Wind Power: A Real Options Analysis

S. Franzen, R. Madlener
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引用次数: 22

Abstract

This paper presents a real options-based techno-economic analysis of a hydrogen-based wind energy storage system (H2-WESS) deployed adjacent to a nearshore wind farm in northern Germany. The H2-WESS can be used to produce and store hydrogen when feed-in management takes place, in order to avoid the shutdown of wind turbines during times of excess electricity supply, or when the spot market electricity price falls below the estimated (efficiency-adjusted) market price of hydrogen. Moreover, an H2-WESS can provide negative minute reserve capacity. The modular design of the H2-WESS gives an investor the option to expand the capacity and gradually adapt to changing market conditions. The comprehensive and novel simulation model considers all relevant volatile inputs, such as stochastic wind conditions, feed-in management events, prices, and minute reserve calls. By means of a Monte Carlo simulation, annual revenues and their volatility are computed with a view on projected technology improvements until 2030. Based on the simulation results, a binomial real options pricing model is used to design four interdependent binominal trees and to evaluate a Bermuda-type compound expansion option. The decision trees, in which the investor can choose the maximum of the option to either upgrade the H2-WESS to the next expansion stage or to keep the real option alive, feature 390 time steps and 76,050 decision nodes each. Each compound decision takes the option of a smaller expansion stage explicitly into account. The compound expansion option to invest in a 5, 10, 15, or 20 MW H2-WESS has a 15-year expiration time and is found to have a value of about €2 million, compared to the net present value of a 5 MW H-WESS of about €-2.45 million. We conclude from the real options analysis that for a realistic valuation of modular energy projects subject to various uncertainties it is crucial to incorporate the value of managerial flexibility that is influenced. Due to the modular design, and in contrast to conventional power plants, the flexibility of the H2-WESS comprises many specific options.
风电储氢系统的优化扩展:实物期权分析
本文对部署在德国北部近岸风电场附近的氢基风能存储系统(H2-WESS)进行了基于期权的技术经济分析。H2-WESS可用于生产和储存氢气,当进行馈入管理时,以避免在电力供应过剩时关闭风力涡轮机,或者当现货市场电价低于氢气的估计(效率调整)市场价格时。此外,H2-WESS可以提供负分钟备用容量。H2-WESS的模块化设计为投资者提供了扩大产能和逐步适应不断变化的市场条件的选择。综合和新颖的模拟模型考虑了所有相关的不稳定输入,如随机风条件、馈入管理事件、价格和分钟储备呼叫。通过蒙特卡罗模拟,计算了到2030年预计的技术改进情况下的年收入及其波动性。基于仿真结果,利用二项实物期权定价模型设计了四棵相互依赖的二项树,并对百穆达型复合扩展期权进行了定价。在决策树中,投资者可以选择期权的最大值,将H2-WESS升级到下一个扩展阶段,或者保留实物期权,每个决策树有390个时间步和76,050个决策节点。每个复合决策都明确地考虑了较小扩展阶段的选择。投资5、10、15或20兆瓦H2-WESS的复合扩展选项有15年的到期时间,价值约为200万欧元,而5兆瓦H-WESS的净现值约为245万欧元。我们从实物期权分析中得出结论,对于受各种不确定性影响的模块化能源项目的现实评估,将受影响的管理灵活性的价值纳入其中至关重要。由于模块化设计,与传统发电厂相比,H2-WESS的灵活性包括许多特定选项。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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