Frequency, duration, severity of energy drought and its propagation in hydro-wind-photovoltaic complementary systems

IF 9 1区 工程技术 Q1 ENERGY & FUELS
Hongxuan Lei , Pan Liu , Qian Cheng , Huan Xu , Weibo Liu , Yalian Zheng , Xiangding Chen , Yong Zhou
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Abstract

Analyzing low-renewable-output events, termed “energy droughts” is crucial for renewable energy systems. However, due to the challenges in hydropower regulation and complex spatiotemporal correlations among resources, the assessment and contributions of various resources to energy droughts in hydro-wind-photovoltaic (PV) energy systems (HWPSs) remain unexplored. To address these issues, this study evaluated energy droughts and compound resource droughts rather than single-resource in HWPSs, exploring the propagation. Assessments of frequency, duration, and severity relied on weather-to-resource conversion models and total power obtained through complementary operation. Estimating propagation probability from resource to energy droughts was achieved via the C-vine copula, quantifying resource contributions to drought propagation. Results of a case study in the Yalong River Basin indicated that (1) short-lived compound resource droughts have been increasingly frequent recently, peaking during winter or summer. After incorporating hydro energy resources, the severity and annual average occurrence of compound droughts decreased (from 18.56 to 5.24 events/year). (2) Complementary operation effectively reduced the probability of drought propagation. (3) Hydro and PV energy resources were pivotal contributors to drought propagation, contributing 49.1 % and 40.1 % when representing 53.4 % and 22.5 % of the total system capacity, respectively. Therefore, the study offers valuable insights into energy drought warnings and risk mitigation.

Abstract Image

能源干旱的频率、持续时间、严重程度及其在水力-风力-光伏互补系统中的传播
分析被称为 "能源干旱 "的低可再生能源产出事件对可再生能源系统至关重要。然而,由于水电调节面临的挑战和资源之间复杂的时空相关性,各种资源对水力-风能-光伏(HWPS)能源系统(HWPSs)能源干旱的评估和贡献仍未得到探讨。为解决这些问题,本研究评估了 HWPS 中的能源干旱和复合资源干旱,而非单一资源,并探索了其传播途径。对频率、持续时间和严重程度的评估依赖于天气到资源的转换模型以及通过互补运行获得的总功率。通过 C-vine copula 来估算从资源干旱到能源干旱的传播概率,量化资源对干旱传播的贡献。雅砻江流域的案例研究结果表明:(1) 近期短时复合资源干旱日益频繁,在冬季或夏季达到峰值。纳入水能资源后,复合干旱的严重程度和年平均发生率均有所下降(从 18.56 次/年降至 5.24 次/年)。(2)互补运行有效降低了干旱传播的概率。(3) 水电和光伏能源在干旱传播中起着关键作用,分别占系统总容量的 53.4% 和 22.5%,而对干旱传播的贡献率分别为 49.1% 和 40.1%。因此,该研究为能源干旱预警和风险缓解提供了宝贵的见解。
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来源期刊
Renewable Energy
Renewable Energy 工程技术-能源与燃料
CiteScore
18.40
自引率
9.20%
发文量
1955
审稿时长
6.6 months
期刊介绍: Renewable Energy journal is dedicated to advancing knowledge and disseminating insights on various topics and technologies within renewable energy systems and components. Our mission is to support researchers, engineers, economists, manufacturers, NGOs, associations, and societies in staying updated on new developments in their respective fields and applying alternative energy solutions to current practices. As an international, multidisciplinary journal in renewable energy engineering and research, we strive to be a premier peer-reviewed platform and a trusted source of original research and reviews in the field of renewable energy. Join us in our endeavor to drive innovation and progress in sustainable energy solutions.
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