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Quantifying the Benefits of Imperfect Demand Response

机译:量化不完美需求响应的好处

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Decarbonizing the electricity sector requires a massive shift away from fossil-fired generation,towards a diverse suite of newer technologies.Demand response(DR)is one of these promising technologies.It encompasses a range of techniques that adjust demand levels in response to system conditions.It could make the grid more flex-ible and reduce peaks in demand,potentially helping integrate renewables and operate the grid more efficiently.DR can have operating characteristics that differ from those of traditional generators.To realize the potential value of DR to a decarbonizing grid,we must understand how these unique properties affect its system-wide value.This study contributes to our understanding by characterizing the relative value of different possible prop-erties of DR,so that market participants can focus their efforts on the most useful types of DR resources.We use a two-stage stochastic unit-commitment model,with ERCOT as our test system.Features examined include advance notification requirements,restrictions on when DR is available,the number of startups,the number of hours of operation,and the amount of energy shed.Results suggest that inexpensive DR that requires advance notification may still be quite valuable to the grid,and these limitations affect the value of DR less than other usage restrictions.Availability for early afternoon ramps and peaks is key for realizing reductions in system costs and ramp rates among thermal generation,and may be more important than the ability to respond to the real time market.The understanding gained from this study can guide the development of new DR products that provide higher system-wide value and better consumer satisfaction.
机译:脱碳电力部门需要巨大的转变,从化石发电,朝向各种新技术套件.DEMAND响应(DR)是这些有前途的技术之一。它包括一系列调整需求水平的技术,以响应系统条件调整需求水平的技术。它可以使网格更加灵活,并降低需求的峰值,可能有助于整合可再生能源,更有效地操作电网.DR可以具有与传统发电机不同的操作特性。要实现DR的潜在价值,可以实现DR的潜在价值脱碳。网格,我们必须了解这些独特的属性如何影响其系统范围的价值。这项研究通过表征不同可能的博士的不同可能的支柱的相对价值,使得市场参与者可以将他们的努力集中在最有用的类型上DR Resources.We使用两阶段随机单位承诺模型,ercot作为我们的测试系统。检查的方法包括预先通知阳离子要求,对DR可用时的限制,启动数量,操作时间数和能量棚的数量。结果表明,需要提前通知的廉价DR可能对网格仍然非常有价值,以及这些限制影响DR的值小于其他使用限制。早期下午坡道和峰值的可利用性是实现系统成本降低的关键,并且可能比响应实时市场的能力更重要。该从本研究中获得的理解可以指导开发新的DR产品,提供更高的系统范围的价值和更好的消费者满意度。

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