面向光伏行业的智能化数据平台构建方法研究
Research on the Construction Method of Intelligent Data Platform for Photovoltaic Industry
房杰1
作者信息
摘要
为提高光伏行业数字化智能化水平,对行业需求及数字化转型核心方法进行研究,结合行业应用系统现状,提出通过构建智能化数据平台,实现整体数字化驱动及平台支撑,同时引入人工智能技术提升数据治理及应用的智能化水平,通过对光伏行业场景的落地分析,验证该构建方法的可行性.
Abstract
In order to improve the digitalization and intelligence level of the photovoltaic industry,research has been conducted on industry demand and core methods of digital transformation.Based on the current situation of industry application systems,it is proposed to build an intelligent data platform to achieve overall digitalization drive and platform support.At the same time,artificial intelligence technology is introduced to enhance the intelligence level of data governance and application.Through the landing of the photovoltaic industry scenarios,the feasibility of the construction method is verified.
关键词
光伏/大数据平台/数据仓库/数据治理/自动化数据清洗/机器学习/生成式人工智能Key words
photovoltaic/big data platform/data warehouse/data governance/automatic data cleaning/machine learning/artificial intelligence generated content引用本文复制引用
出版年
2024
NETL
NSTL
维普
万方数据