V. D. Giorgio, R. Langella, A. Testa, Cristiano Martarelli
{"title":"Interpolation and Resampling Accuracy in the Processing of Input Data for Short-term Dispatching of Large Power Systems","authors":"V. D. Giorgio, R. Langella, A. Testa, Cristiano Martarelli","doi":"10.1109/rtsi50628.2021.9597325","DOIUrl":null,"url":null,"abstract":"This paper analyzes interpolation and resampling accuracy in the processing of input data for short-term dispatching in large power systems. Simplified pre-processing techniques of different level of approximation are considered. A comprehensive problem definition in proper analytical terms is given together with the expression of different interpolation and resampling techniques. Some numerical experiments on real data, constituted by power demand relative to a part of the Italian electrical transmission system give a quantitative idea of the effects of different possible approximations that can be utilized.","PeriodicalId":294628,"journal":{"name":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/rtsi50628.2021.9597325","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
This paper analyzes interpolation and resampling accuracy in the processing of input data for short-term dispatching in large power systems. Simplified pre-processing techniques of different level of approximation are considered. A comprehensive problem definition in proper analytical terms is given together with the expression of different interpolation and resampling techniques. Some numerical experiments on real data, constituted by power demand relative to a part of the Italian electrical transmission system give a quantitative idea of the effects of different possible approximations that can be utilized.