{"title":"新能源发电与储能系统大数据技术的研究进展、趋势与展望","authors":"Jichao Hong , Fengwei Liang , Haixu Yang","doi":"10.1016/j.enrev.2023.100036","DOIUrl":null,"url":null,"abstract":"<div><p>The development of new energy industry is an essential guarantee for the sustainable development of society, and big data technology can enable new energy industrialization. Firstly, this paper presents an in-depth analysis and discussion of big data technology in new energy power and energy storage systems. Furthermore, the current status of big data technology application is discussed based on power generation, grid and user side, while future development trends are proposed based on the characteristics of big data technology. Finally, a comprehensive cloud-platform-based new energy power and energy storage system is proposed, which efficiently combines new energy power generation, consumption, and transmission sides to optimize energy allocation and improve energy utilization efficiency. This paper aims to provide certain guidance significance for new energy research and application.</p></div>","PeriodicalId":100471,"journal":{"name":"Energy Reviews","volume":"2 3","pages":"Article 100036"},"PeriodicalIF":0.0000,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Research progress, trends and prospects of big data technology for new energy power and energy storage system\",\"authors\":\"Jichao Hong , Fengwei Liang , Haixu Yang\",\"doi\":\"10.1016/j.enrev.2023.100036\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>The development of new energy industry is an essential guarantee for the sustainable development of society, and big data technology can enable new energy industrialization. Firstly, this paper presents an in-depth analysis and discussion of big data technology in new energy power and energy storage systems. Furthermore, the current status of big data technology application is discussed based on power generation, grid and user side, while future development trends are proposed based on the characteristics of big data technology. Finally, a comprehensive cloud-platform-based new energy power and energy storage system is proposed, which efficiently combines new energy power generation, consumption, and transmission sides to optimize energy allocation and improve energy utilization efficiency. This paper aims to provide certain guidance significance for new energy research and application.</p></div>\",\"PeriodicalId\":100471,\"journal\":{\"name\":\"Energy Reviews\",\"volume\":\"2 3\",\"pages\":\"Article 100036\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Energy Reviews\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2772970223000238\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Energy Reviews","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2772970223000238","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research progress, trends and prospects of big data technology for new energy power and energy storage system
The development of new energy industry is an essential guarantee for the sustainable development of society, and big data technology can enable new energy industrialization. Firstly, this paper presents an in-depth analysis and discussion of big data technology in new energy power and energy storage systems. Furthermore, the current status of big data technology application is discussed based on power generation, grid and user side, while future development trends are proposed based on the characteristics of big data technology. Finally, a comprehensive cloud-platform-based new energy power and energy storage system is proposed, which efficiently combines new energy power generation, consumption, and transmission sides to optimize energy allocation and improve energy utilization efficiency. This paper aims to provide certain guidance significance for new energy research and application.