عنوان انگلیسی مقاله:
Research and application of artificial intelligence service platform for the power field
ترجمه فارسی عنوان مقاله:
تحقیق و کاربرد بستر خدمات هوش مصنوعی برای حوزه قدرت
Sciencedirect - Elsevier - Global Energy Interconnection, 3 (2020) 175-185: doi:10:1016/j:gloei:2020:05:009
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.
Keywords: Artificial intelligence platform | Deep learning | Neural network | Model training | Application scenarios.