{"title":"新能源发电功率预测技术研究综述","authors":"F. Yu, Cun Dong, Jiandong Jiang","doi":"10.1109/ACEEE.2019.8817045","DOIUrl":null,"url":null,"abstract":"At the same time as the rapid development of wind power and photovoltaic power generation, the phenomenon of abandoning wind and abandoning light has become increasingly serious. Increasing the accuracy of wind power and photovoltaic power generation prediction can effectively alleviate the occurrence of abandoned wind and abandoned light and it is of great significance for improving the power utilization rate of new energy generation. Based on the operating mechanism of new energy consumption, this paper expounds the impact of accurate new energy generation power forecasting on improving new energy consumption and reducing traditional fossil energy consumption; then taking wind farm as an example, this paper analyzes the main factors affecting the accuracy of short-term wind power prediction; finally, based on the above introduction, this paper summarizes the main methods and measures to improve the power prediction accuracy of new energy generation in the future.","PeriodicalId":6679,"journal":{"name":"2019 2nd Asia Conference on Energy and Environment Engineering (ACEEE)","volume":"22 1","pages":"49-53"},"PeriodicalIF":0.0000,"publicationDate":"2019-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Summary of Research on Power Forecasting Technology of New Energy Generation\",\"authors\":\"F. Yu, Cun Dong, Jiandong Jiang\",\"doi\":\"10.1109/ACEEE.2019.8817045\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"At the same time as the rapid development of wind power and photovoltaic power generation, the phenomenon of abandoning wind and abandoning light has become increasingly serious. Increasing the accuracy of wind power and photovoltaic power generation prediction can effectively alleviate the occurrence of abandoned wind and abandoned light and it is of great significance for improving the power utilization rate of new energy generation. Based on the operating mechanism of new energy consumption, this paper expounds the impact of accurate new energy generation power forecasting on improving new energy consumption and reducing traditional fossil energy consumption; then taking wind farm as an example, this paper analyzes the main factors affecting the accuracy of short-term wind power prediction; finally, based on the above introduction, this paper summarizes the main methods and measures to improve the power prediction accuracy of new energy generation in the future.\",\"PeriodicalId\":6679,\"journal\":{\"name\":\"2019 2nd Asia Conference on Energy and Environment Engineering (ACEEE)\",\"volume\":\"22 1\",\"pages\":\"49-53\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-06-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 2nd Asia Conference on Energy and Environment Engineering (ACEEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ACEEE.2019.8817045\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 2nd Asia Conference on Energy and Environment Engineering (ACEEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ACEEE.2019.8817045","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Summary of Research on Power Forecasting Technology of New Energy Generation
At the same time as the rapid development of wind power and photovoltaic power generation, the phenomenon of abandoning wind and abandoning light has become increasingly serious. Increasing the accuracy of wind power and photovoltaic power generation prediction can effectively alleviate the occurrence of abandoned wind and abandoned light and it is of great significance for improving the power utilization rate of new energy generation. Based on the operating mechanism of new energy consumption, this paper expounds the impact of accurate new energy generation power forecasting on improving new energy consumption and reducing traditional fossil energy consumption; then taking wind farm as an example, this paper analyzes the main factors affecting the accuracy of short-term wind power prediction; finally, based on the above introduction, this paper summarizes the main methods and measures to improve the power prediction accuracy of new energy generation in the future.