基于WRF的模型输出统计的开发和可操作性太阳能光伏预测模型的实现

C. Porrini, Alejandro Gutiérrez, G. Cazes Boezio, Gonzalo Hermida, Diego Oroño, Martin Puppo
{"title":"基于WRF的模型输出统计的开发和可操作性太阳能光伏预测模型的实现","authors":"C. Porrini, Alejandro Gutiérrez, G. Cazes Boezio, Gonzalo Hermida, Diego Oroño, Martin Puppo","doi":"10.1109/ISGT-LA.2015.7381162","DOIUrl":null,"url":null,"abstract":"In this work, an operational solar energy forecast model was developed based in correction of irradatiation obtained from WRF output. This output depends on the Hourly Clearness Index (kt). Three different physic schemes of WRF parametrization are analyzed in this work. The horizontal irradiation computed by Weather Research and Forecasting (WRF) is the input of the developed Model Output Statistic (MOS). Solar irradiation is converted from horizontal to tilted surface, and a final photo-voltaic solar energy plant coefficient is calibrated to obtain the minimal absolute error in the period of calibration.","PeriodicalId":345318,"journal":{"name":"2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Development of a Model Output Statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF\",\"authors\":\"C. Porrini, Alejandro Gutiérrez, G. Cazes Boezio, Gonzalo Hermida, Diego Oroño, Martin Puppo\",\"doi\":\"10.1109/ISGT-LA.2015.7381162\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this work, an operational solar energy forecast model was developed based in correction of irradatiation obtained from WRF output. This output depends on the Hourly Clearness Index (kt). Three different physic schemes of WRF parametrization are analyzed in this work. The horizontal irradiation computed by Weather Research and Forecasting (WRF) is the input of the developed Model Output Statistic (MOS). Solar irradiation is converted from horizontal to tilted surface, and a final photo-voltaic solar energy plant coefficient is calibrated to obtain the minimal absolute error in the period of calibration.\",\"PeriodicalId\":345318,\"journal\":{\"name\":\"2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM)\",\"volume\":\"88 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISGT-LA.2015.7381162\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISGT-LA.2015.7381162","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

在此基础上,建立了一个基于WRF输出辐照量修正的可操作太阳能预报模型。此输出取决于每小时清晰度指数(kt)。本文分析了三种不同的WRF参数化物理方案。由天气研究与预报(WRF)计算的水平辐照量是开发的模式输出统计量(MOS)的输入。将太阳辐照度从水平面转换为倾斜面,并对最终的光伏太阳能电站系数进行标定,以获得标定周期内的最小绝对误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of a Model Output Statistic and implementation of an operational solar photovoltaic energy forecast model based in WRF
In this work, an operational solar energy forecast model was developed based in correction of irradatiation obtained from WRF output. This output depends on the Hourly Clearness Index (kt). Three different physic schemes of WRF parametrization are analyzed in this work. The horizontal irradiation computed by Weather Research and Forecasting (WRF) is the input of the developed Model Output Statistic (MOS). Solar irradiation is converted from horizontal to tilted surface, and a final photo-voltaic solar energy plant coefficient is calibrated to obtain the minimal absolute error in the period of calibration.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信