{"title":"Preliminary Wrf-Arw Model Analysis of Global Solar Irradiation Forecasting","authors":"D. Isvoranu, V. Badescu","doi":"10.2478/mmce-2014-0001","DOIUrl":null,"url":null,"abstract":"Abstract The purpose of this research is focused on the evaluation of short term global solar irradiation forecasting performance in order to assess the outcome of photovoltaic power stations. The paper presents a comparative analysis between the predicted irradiation obtained by numerical simulation and measurements. The simulation data is obtained from WRF-ARW model (Weather Research Forecasting-Advanced Research WRF), whose initial and boundary conditions are provided by the global forecasting model GFS. Taking into account the complexity of options for the physics models provided with WRF, we embarked upon a parametric analysis of the simulated solar irradiance. This complex task provides a better insight among the coupling of various physics options and enables us to find the best fit with the measured data for a specified site and time period. The present preliminary analysis shows that the accuracy of the computed global solar irradiance can be improved by choosing the appropriate built-in physics models. A combination of physics models providing the best results has been identified.","PeriodicalId":233081,"journal":{"name":"Mathematical Modelling in Civil Engineering","volume":"49 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mathematical Modelling in Civil Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2478/mmce-2014-0001","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Abstract The purpose of this research is focused on the evaluation of short term global solar irradiation forecasting performance in order to assess the outcome of photovoltaic power stations. The paper presents a comparative analysis between the predicted irradiation obtained by numerical simulation and measurements. The simulation data is obtained from WRF-ARW model (Weather Research Forecasting-Advanced Research WRF), whose initial and boundary conditions are provided by the global forecasting model GFS. Taking into account the complexity of options for the physics models provided with WRF, we embarked upon a parametric analysis of the simulated solar irradiance. This complex task provides a better insight among the coupling of various physics options and enables us to find the best fit with the measured data for a specified site and time period. The present preliminary analysis shows that the accuracy of the computed global solar irradiance can be improved by choosing the appropriate built-in physics models. A combination of physics models providing the best results has been identified.
摘要本研究的目的是对短期全球太阳辐射预测性能进行评价,以评估光伏电站的效果。本文对数值模拟得到的辐射预测结果与实测结果进行了对比分析。模拟数据来源于WRF- arw模式(Weather Research forecasting - advanced Research WRF),其初始条件和边界条件由全球预报模式GFS提供。考虑到WRF提供的物理模型选项的复杂性,我们开始了模拟太阳辐照度的参数分析。这项复杂的任务为各种物理选项的耦合提供了更好的见解,使我们能够找到最适合特定地点和时间段的测量数据。本文的初步分析表明,通过选择适当的内建物理模型,可以提高计算出的太阳总辐照度的精度。已经确定了提供最佳结果的物理模型组合。