The value of solar forecasts and the cost of their errors: A review

IF 16.3 1区 工程技术 Q1 ENERGY & FUELS
Oktoviano Gandhi , Wenjie Zhang , Dhivya Sampath Kumar , Carlos D. Rodríguez-Gallegos , Gokhan Mert Yagli , Dazhi Yang , Thomas Reindl , Dipti Srinivasan
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Abstract

Despite the advances in solar forecasting methods, and their ever-increasing accuracy, little is known about their value for real applications, e.g., bidding in the electricity market, power system operations, and household electricity bill reduction. This work comprehensively reviews the value of solar forecasts and the cost of their errors across the different applications available in the literature. Most works analysed the economics of solar forecast at the transmission level, either from the electricity market perspective or the system operations perspective. When compared with the levelised cost of electricity of photovoltaic (PV) systems, the value of solar forecasts and the cost of their errors are considerable. Recommendations on how to minimise and adapt to solar uncertainty and variability are also discussed. The measures will not only help mitigate the cost of forecast errors but also enable better integration of PV and other variable generation. Different system/market operators and regulators can consider the different suggestions based on their unique circumstances.

Abstract Image

太阳预报的价值及其误差的代价:综述
尽管太阳能预测方法取得了进步,其准确性也在不断提高,但人们对其实际应用的价值知之甚少,例如,在电力市场投标、电力系统运行和减少家庭电费。这项工作全面回顾了太阳预报的价值及其在文献中可用的不同应用中的误差成本。大多数研究从电力市场或系统运行的角度分析了输电层太阳能预测的经济性。与光伏发电系统的平均电力成本相比,太阳能预测的价值及其误差的成本是相当可观的。还讨论了如何尽量减少和适应太阳的不确定性和可变性的建议。这些措施不仅有助于降低预测误差的成本,还有助于更好地整合光伏发电和其他变量发电。不同的系统/市场经营者和监管机构可以根据其独特的情况考虑不同的建议。
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来源期刊
Renewable and Sustainable Energy Reviews
Renewable and Sustainable Energy Reviews 工程技术-能源与燃料
CiteScore
31.20
自引率
5.70%
发文量
1055
审稿时长
62 days
期刊介绍: The mission of Renewable and Sustainable Energy Reviews is to disseminate the most compelling and pertinent critical insights in renewable and sustainable energy, fostering collaboration among the research community, private sector, and policy and decision makers. The journal aims to exchange challenges, solutions, innovative concepts, and technologies, contributing to sustainable development, the transition to a low-carbon future, and the attainment of emissions targets outlined by the United Nations Framework Convention on Climate Change. Renewable and Sustainable Energy Reviews publishes a diverse range of content, including review papers, original research, case studies, and analyses of new technologies, all featuring a substantial review component such as critique, comparison, or analysis. Introducing a distinctive paper type, Expert Insights, the journal presents commissioned mini-reviews authored by field leaders, addressing topics of significant interest. Case studies undergo consideration only if they showcase the work's applicability to other regions or contribute valuable insights to the broader field of renewable and sustainable energy. Notably, a bibliographic or literature review lacking critical analysis is deemed unsuitable for publication.
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