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Quantifying the Benefits of Imperfect Demand Response

机译:量化需求响应不完善的收益

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摘要

Decarbonizing the electricity sector requires a massive shift away from fossil-red generation, towards a diverse suite of newer technologies. Demand response(DR) is one of these promising technologies. It encompasses a range of tech-niques that adjust demand levels in response to system conditions. It couldmake the grid more exible and reduce peaks in demand, potentially helpingintegrate renewables and operate the grid more eciently. DR can have oper-ating characteristics that dier from those of traditional generators. To realizethe potential value of DR to a decarbonizing grid, we must understand howthese unique properties aect its system-wide value. This study contributesto our understanding by characterizing the relative value of dierent possibleproperties of DR, so that market participants can focus their eorts on the mostuseful types of DR resources. We use a two-stage stochastic unit-commitmentmodel, with ERCOT as our test system. Features examined include advancenotication requirements, restrictions on when DR is available, the number ofstartups, the number of hours of operation, and the amount of energy shed. Re-sults suggest that inexpensive DR that requires advance notication may stillbe quite valuable to the grid, and these limitations aect the value of DR lessthan other usage restrictions. Availability for early afternoon ramps and peaksis key for realizing reductions in system costs and ramp rates among thermalgeneration, and may be more important than the ability to respond to the realtime market. The understanding gained from this study can guide the devel-opment of new DR products that provide higher system-wide value and betterconsumer satisfaction.
机译:电力部门的脱碳需要从化石转向大规模 红色一代,朝着各种各样的新技术迈进。需求响应 (DR)是这些有前途的技术之一。它涵盖了一系列技术 可以根据系统条件调整需求水平的工具。它可以 使网格更多 可行并减少需求高峰,可能有帮助 整合可再生能源并更有效地运营电网。 DR可以执行操作 与传统发电机不同的饮食特性。意识到 DR对脱碳电网的潜在价值,我们必须了解 这些独特的属性影响了它在系统范围内的价值。这项研究有助于 通过刻画可能的相对价值来了解我们的理解 DR的特性,以便市场参与者可以将精力集中在最 有用的灾难恢复资源类型。我们使用两阶段的随机单位承诺 模型,以ERCOT作为我们的测试系统。检查的功能包括高级 通知要求,何时可用DR的限制, 初创企业,运营小时数和能源消耗量。回覆- 结果表明,需要提前通知的廉价DR可能仍然 对网格非常有价值,而这些限制影响了DR的价值 比其他使用限制。下午凌晨和高峰的可用性 是实现降低系统成本和热能缓降率的关键 世代,并且可能比对真实世界做出反应的能力更重要 时间市场。从这项研究中获得的理解可以指导开发- 选择新的灾难恢复产品,这些产品可提供更高的系统范围价值和更好的性能 消费者满意度。

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