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Stochastic-Based Models for Electricity Market Analysis with High Wind Energy Penetration

机译:基于随机的高风能渗透电力市场分析模型

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摘要

Renewable energy is now seen as an almost indispensable instrument to overcome or at least mitigate climate change. Wind and solarenergy are among the most generally quoted renewable energy forms that are envisaged to offer the quantitative potentialcontribution to decarbonization, and between them, wind energy is the one usually considered to be closest to being economic.A system of incentives has been, and remains, necessary to foster the development of intermittent sourceswith the view of increasing their penetration into generation systems, sometimes at levels that are unjustified by current marketconditions. The effects of incentive policies of the subsidy type are usually difficult to monitor, and unintendedconsequences should not come as a surprise. This is the case in the European Union, which has been at the forefront of the use ofrenewable energy with the result that subsidized intermittent capacities are now jeopardizing the short term economics ofconventional units to a level that puts the adequacy of the system in question, with many new conventional plants being mothballedor dismantled because they are not profitable.This thesis concentrates on the situation going on in some European countries, where the high penetration ofrenewable energy, combined with energy conservation and other events related to the economic crisis have lead to a reduction ofwholesale electricity prices that questions the survival of conventional plants in the market. The main questions addressed arethe loss of conventional assets value, the cost of the subsidies implied by the current policies, and the influence of thetechnical constraints (reserve, ramping constraints and uncertainty in wind generation) for the system operation.The methodology consist of using equilibrium models based on stochastic programming. Two kinds of models are considered:i) a complementarity formulation for a multi-firm configuration that accounts for the separation between the PX and theTSO, andii) a welfare maximization problem for a single firm configuration. All the models assume price taking agents and nomarket powerwith the objective to simplify the economic discussion and concentrate on the economic and physical issues of marketdesign.The use of the models is illustrated on two questions motivated by the current phenomena observed in Europe, that consistof conventional plants, necessary for providing services, are driven out of the market because of low energy prices. The commonwisdom (and the observation of the market) is that renewable energies induce a decrease of energy prices together with a reductionof theactivity, and the profit, of the conventional units. The models show that this phenomenon indeed seems rather stable underdifferent structural assumptions (premium to wind generation and risk aversion), but it may also crucially depend on the demandfor ancillary services (here frequency maintenance) induced by renewable energies and on their pricing by the market design. Wefind that ahigher demand for load following reserve and an economically sound pricing (marginalcost pricing) restore the revenue of the conventional plants. The question of the sustainability of conventional plants thenleads to the proper identification of the demand for services and the acceptance that they will be properly remunerated.
机译:现在,可再生能源被视为克服或至少减轻气候变化的必不可少的工具。风能和太阳能是最普遍引用的可再生能源形式之一,被认为可以为脱碳提供定量潜力。在它们之间,风能通常被认为是最接近经济的一种形式。 ,这对于促进间歇性能源的发展是必要的,以期增加其在发电系统中的渗透率,有时其水平是当前市场条件无法证明的。补贴类型的激励政策的效果通常很难监控,意外的后果也就不足为奇了。欧盟就是这种情况,它一直在使用可再生能源方面处于领先地位,其结果是,补贴的间歇能力现在正在损害常规单位的短期经济性,使该制度的适当性受到损害,许多新的常规工厂因无法盈利而被封建或拆除。本文着重研究一些欧洲国家的情况,在这些国家中,可再生能源的高渗透率,节能与经济危机相关的其他事件已导致减少批发电价,这质疑传统植物在市场上的生存。解决的主要问题是常规资产价值的损失,现行政策所隐含的补贴成本以及技术约束(储备,斜坡约束和风力发电的不确定性)对系统运行的影响。基于随机规划的模型。考虑两种模型:i)考虑到PX和TSO之间分离的多公司配置的互补性公式,以及ii)单公司配置的福利最大化问题。所有模型均假设采取价格获取者和无市场支配力的目的,旨在简化经济讨论并专注于市场设计的经济和实际问题。模型的使用在两个问题上得到了说明,这些问题是由在欧洲观察到的当前现象引起的,包括常规由于能源价格低廉,提供服务所必需的工厂被赶出市场。普遍的智慧(以及对市场的观察)是,可再生能源导致能源价格的下降,同时也降低了常规装置的活动性和利润。这些模型显示,在不同的结构假设(溢价至风力发电和风险规避)下,这种现象确实看起来相当稳定,但它也可能至关重要地取决于可再生能源带来的对辅助服务的需求(此处为频率维护)以及市场对它们的定价。设计。我们发现,储备后对负载的更高需求以及合理的定​​价(边际成本定价)可以恢复常规电厂的收入。常规工厂的可持续性问题导致对服务需求的正确识别以及对他们将获得适当报酬的接受。

著录项

  • 作者

    Martín Rivas Sebastián;

  • 作者单位
  • 年度 2014
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
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