基于微服务架构的新能源多时空尺度出力预测支撑系统
Multi temporal and spatial scale output prediction supporting system for new energy based on microservice architecture
邓韦斯 1戴仲覆 2王皓怀 1卢斯煜 2李崇浩 1程铭 2鲁聪 1刘显茁1
作者信息
- 1. 中国南方电网电力调度控制中心,广东广州 510663
- 2. 直流输电技术国家重点实验室(南方电网科学研究院有限责任公司),广东广州 510663
- 折叠
摘要
为解决新能源出力预测准确度较低的问题,提出了基于微服务架构的新能源多时空尺度出力预测技术支撑系统.分析了微服务架构的基本框架以及总体结构,论述了微服务架构与新能源出力预测精度的关系,提出了基于微服务架构的总体预测系统,提出了分层架构以及功能结构,说明了平台的业务流程,按照场站级和区域级提出了平台的新能源出力预测支撑算法,并说明了采用的预测评价指标.最后根据提出的系统实地应用论述了系统的有效性.
Abstract
In order to solve the problem of low accuracy in predicting new energy output,a multi temporal and spatial scale output pre-diction supporting system for new energy based on microservice architecture was proposed.The basic framework and overall structure of microservices architecture were analyzed,the relationship between microservices architecture and the accuracy of new energy output pre-diction was discussed,an overall prediction system based on microservices architecture was proposed,a layered architecture and func-tional structure were proposed,the business process of the platform was explained,new energy output prediction support algorithms for the platform at the station and regional levels were proposed,and the prediction evaluation indicators used were explained.Finally,the effectiveness of the system was discussed based on the field application proposed.
关键词
微服务架构/新能源发电/出力预测/支撑系统Key words
microservice architecture/new energy generation/output prediction/supporting system引用本文复制引用
基金项目
中国南方电网有限责任公司科技项目(ZDKJXM20210047)
出版年
2024
NETL
NSTL
万方数据