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基于数据挖掘的能源企业数字化转型探索 被引量:6

Exploration of Digitalized Transformation of Energy Enterprises Based on Data Mining
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摘要 基于智慧城市能源云平台获取的海量能源数据资产,针对4类目标客户(政府、能源企业、能源客户、能源服务市场)需求,运用数据挖掘技术,定期开展数据分析,挖掘能源数据价值,提供数字增值产品,探索能源企业数字化转型,以助力能源企业拓展新业务、新模式,实现从单一"卖能源"到"卖数据、卖智力、卖管理、卖服务"的转型升级,为后续综合能源的发展提供方向。 Based on the massive energy data assets acquired by the smart city energy cloud platform, this paper uses data mining technology to conduct data analysis regularly, excavate the value of energy data, provide digital value-added products and explore the digital transformation of energy enterprises. This research can help energy enterprises meet the needs of four types of target customers(government, energy enterprises, energy customers, and energy service market), expand new business and new mode, realize the transformation and upgrade from single "selling energy" to "selling data, intelligence, management and service", and provide direction for the development of integrated energy in the future.
作者 何维国 潘博 潘智俊 赵文恺 谢邦鹏 刘涓钰 HE Weiguo;PAN Bo;PAN Zhijun;ZHAO Wenkai;XIE Bangpeng;LIU Juanyu(State Grid Pudong Electric Power Supply Company,SMEPC,Shanghai 200120,China;Tianjin Richsoft Electric Power Information Technology Co.,Ltd.,Tianjin 300000,China)
出处 《电力与能源》 2019年第6期688-690,共3页 Power & Energy
关键词 数据挖掘 能源数据资产 目标客户 数字化转型 data mining energy data assets target customers digitalized transformation
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