Sriramalakshmi P, V. Subhasree, Srimathnath Thejasvi Vondivillu, Sanjeev Prakash L
{"title":"风力机数据的时间序列分析与预测","authors":"Sriramalakshmi P, V. Subhasree, Srimathnath Thejasvi Vondivillu, Sanjeev Prakash L","doi":"10.1109/PECCON55017.2022.9850973","DOIUrl":null,"url":null,"abstract":"This article uses the Internet of Things and Data Analytics for interpreting and forecasting wind and wind turbine data, along with understanding the structure and functioning of conventional wind turbines. Using Simulink, a small-scale wind turbine is designed. Open- source wind data is used for time series analysis and forecasting. To apply and test the simulations, a hardware prototype is built.","PeriodicalId":129147,"journal":{"name":"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)","volume":"2015 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Time Series Analysis and Forecasting of Wind Turbine Data\",\"authors\":\"Sriramalakshmi P, V. Subhasree, Srimathnath Thejasvi Vondivillu, Sanjeev Prakash L\",\"doi\":\"10.1109/PECCON55017.2022.9850973\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This article uses the Internet of Things and Data Analytics for interpreting and forecasting wind and wind turbine data, along with understanding the structure and functioning of conventional wind turbines. Using Simulink, a small-scale wind turbine is designed. Open- source wind data is used for time series analysis and forecasting. To apply and test the simulations, a hardware prototype is built.\",\"PeriodicalId\":129147,\"journal\":{\"name\":\"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)\",\"volume\":\"2015 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-05-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PECCON55017.2022.9850973\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Virtual Conference on Power Engineering Computing and Control: Developments in Electric Vehicles and Energy Sector for Sustainable Future (PECCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PECCON55017.2022.9850973","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Time Series Analysis and Forecasting of Wind Turbine Data
This article uses the Internet of Things and Data Analytics for interpreting and forecasting wind and wind turbine data, along with understanding the structure and functioning of conventional wind turbines. Using Simulink, a small-scale wind turbine is designed. Open- source wind data is used for time series analysis and forecasting. To apply and test the simulations, a hardware prototype is built.
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