调整水电运营以支持哥伦比亚河流域可再生能源转型和淡水可持续性

Genevieve Allen, Sin Lin, Asher Llewellyn, A. Pillai, Elynore Zarzyski, S. Singh, J. Quinn
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引用次数: 0

摘要

有明确的证据表明,地球正在以前所未有的速度变暖,而化石燃料的燃烧是主要原因。这种情况促使人们越来越有兴趣将全球能源生产转向可再生能源,如太阳能、风能和水力发电。水电在实现全球碳减排目标和最终实现净零碳排放方面发挥着重要作用,特别是在太平洋西北地区(PNW)的中哥伦比亚(中c)能源市场,目前水力发电占其发电量的50-65%。然而,中c地区市场的其他可再生能源和连接的加州独立系统运营商(CAISO)电网正在显著扩张,尤其是加州的太阳能发电。因此,在连接的中- c市场内的发电厂的水力发电可能需要重新运行,以平衡来自可再生能源的间歇性供应,从而使能源供应与需求同步。在本研究中,我们的目标是重新设计PNW的哥伦比亚河流域(CRB)的水力发电业务,以实现到2035年CA和PNW 95%的可再生能源电网。这不仅需要填补其他可再生能源的供应缺口,还需要平衡大坝运营要实现的其他相互冲突的目标,如最大限度地减少对环境的破坏,最大限度地提高水电产量,最大限度地提高防洪能力,最大限度地提高经济效益。我们使用多目标优化来设计四个CRB大坝的备选操作,以在历史记录中平衡这些目标。然后,我们在未来可能的气候变化和能源发展情景中模拟它们的操作,以找到一套对这些不确定性稳健的推荐操作。能源情景包括国家可再生能源实验室(NREL) 2025年、2030年和2035年的中期能源情景,到2035年实现95%的可再生能源,以及以历史能源结构为代表的一切照旧(BAU)或基本情景。这四种气候情景是由低变暖或高变暖以及低变暖或高变流量组合而成,三个重叠的时间步长为:2020-2029年、2025-2034年和2030-2039年。我们的优化能够找到一个健壮的折衷策略,可以很好地平衡系统现在和将来的冲突目标。最后,我们探讨了该政策如何协调整个系统油藏的作业,这可以告诉CRB的油藏运营商如何在未来系统发生变化时调整作业。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adapting Hydropower Operations to Support Renewable Energy Transitions and Freshwater Sustainability in the Columbia River Basin
There is unequivocal evidence that the Earth is warming at an unprecedented rate, and that the burning of fossil fuels is the principal cause. This situation is fostering a growing interest in shifting global energy production toward renewable energy sources such as solar, wind, and hydropower. Hydropower plays an important role in meeting global carbon mitigation targets and eventually achieving net-zero carbon emissions, especially within the Mid-Columbia (Mid-C) energy market in the Pacific Northwest (PNW), where hydropower currently comprises 50-65% of its generation. However, other renewable energy sources in the Mid-C market and connected California Independent System Operator (CAISO) power grid are expanding significantly, particularly solar power in California (CA). Thus, hydropower operations at plants within the connected Mid-C market may need to be re-operated to balance the more intermittent supply from renewables in CA so that energy supplies are in phase with demands. In this study, our goal is to re-design hydropower operations in the Columbia River Basin (CRB) of the PNW to achieve a 95% renewable energy power grid in CA and the PNW by the year 2035. This will require not only filling supply gaps from other renewable energy sources, but also balancing other conflicting objectives to be fulfilled by the dam operations, such as minimizing environmental spill violations, maximizing hydropower production, maximizing flood protection, and maximizing economic benefits. We use multi-objective optimization to design alternative operations at four CRB dams to balance these objectives over the historical record. We then simulate their operations over alternative possible future climate change and energy development scenarios to find a recommended set of operations that are robust to these uncertainties. The energy scenarios include the National Renewable Energy Lab’s (NREL) Mid-Case Energy Scenario for the years 2025, 2030 and 2035, which achieve 95% Renewables by 2035, as well as a business as usual (BAU), or base case, scenario represented by the historical energy mix. The four climate scenarios are made from combinations of low or high warming and low or high streamflow for three overlapping time steps: 2020-2029, 2025-2034, and 2030-2039. Our optimization is able to find a robust compromise policy that balances the system’s conflicting objectives well both now and in the future. We close by exploring how this policy coordinates operations across system reservoirs, which could inform reservoir operators in the CRB about how to adapt operations as the system changes in the future.
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