Oktoviano Gandhi , Wenjie Zhang , Dhivya Sampath Kumar , Carlos D. Rodríguez-Gallegos , Gokhan Mert Yagli , Dazhi Yang , Thomas Reindl , Dipti Srinivasan
{"title":"The value of solar forecasts and the cost of their errors: A review","authors":"Oktoviano Gandhi , Wenjie Zhang , Dhivya Sampath Kumar , Carlos D. Rodríguez-Gallegos , Gokhan Mert Yagli , Dazhi Yang , Thomas Reindl , Dipti Srinivasan","doi":"10.1016/j.rser.2023.113915","DOIUrl":null,"url":null,"abstract":"<div><p>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.</p></div>","PeriodicalId":418,"journal":{"name":"Renewable and Sustainable Energy Reviews","volume":"189 ","pages":"Article 113915"},"PeriodicalIF":16.3000,"publicationDate":"2023-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Renewable and Sustainable Energy Reviews","FirstCategoryId":"1","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1364032123007736","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENERGY & FUELS","Score":null,"Total":0}
引用次数: 0
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.
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.