全球能源互联网（英文）2020，Vol.3Issue(2)：175-185,11.DOI:10.14171/j.2096-5117.gei.2020.02.009
面向能源领域的人工智能服务平台研究与应用
Research and application of artificial intelligence service platform for the power field
摘要
Abstract
Conventional analysis methods cannot fully meet the business needs of power grids. At present, several artificial intelligence (AI) projects in a single business field are competing with each other, and the interfaces between the systems lack unified specifications. Therefore, it is imperative to establish a comprehensive service platform. In this paper, an AI platform framework for power fields is proposed; it adopts the deep learning technology to support natural language processing and computer vision services. On one hand, it can provide an algorithm, a model, and service support for power-enterprise applications, and on the other hand, it can provide a large number of heterogeneous data processing, algorithm libraries, intelligent services, model managements, typical application scenarios, and other services for different levels of business personnel. The establishment of the platform framework could break data barrier, improve portability of technology, avoid the investment waste caused by repeated constructions, and lay the foundation for the construction of "platform + application + service" ecological chain.关键词
人工智能平台/深度学习/神经网络/模式训练/应用场景Key words
Artificial intelligence platform/Deep learning/Neural network/Model training/Application scenarios引用本文复制引用
Peng Liu,Wei Jiang,Xiaohui Wang,Hongmin Li,Hongjian Sun..面向能源领域的人工智能服务平台研究与应用[J].全球能源互联网（英文）,2020,3(2):175-185,11.基金项目
This work was supported by National Key Research and Development Project(2017YFE0112600) and Science and Technology Project of China Electric Power Research Institute(Research on the Key Technologies and Typical Application Scenarios of the Artificial Intelligence Basic Framework for Integrated Energy). （2017YFE0112600）
