【摘要】 随着新型电力系统的发展，电网生产设备数量激增，对生产设备的智能化管理需求随之增加。以智能化技术为生产设备管理赋能仍存在数据价值挖掘不充分、算法智能化及扩展性不足、可视化需求迫切等问题。针对上述问题，从多元生产设备数据融合、智能化算法、设备智能化管理三个方面阐述了新型电力系统生产设备智能化管理平台架构，提出了涵盖数据清洗、统计分析、可视化精控的关键技术，根据所提出平台架构与关键技术，建设生产设备智能化管理平台。实际应用效果表明：电网生产设备数据清洗治理、数据统计分析以及数据可视化精控等关键技术的应用，可有效提升账卡物一致率、降低任务逾期数、降低人力投入。更多还原

【Abstract】 With the development of new power system,the number of production equipment in the power grid has increased dramatically. However, intelligent technology enabled production equipment management still faces challenges such as insufficient data value mining, inadequate algorithm intellectualization and expansibility, and urgent demand for visualization. In response to the above challenges, this paper expounds the production equipment intelligent management platform architecture in new power system from three aspects,i.e., multiple production equipment data fusion, intelligent algorithm, and intelligent equipment management. The key technologies including data cleaning, statistical analysis, and visualized precise control are proposed. Based on the proposed platform architecture and key technologies, an intelligent production equipment management platform for production equipment is built. The practical application results show that through the application of key technologies such as data cleaning and management, data statistical analysis, and visualized precise control of power grid production equipment, the consistency rate of ledger, card, and entity is improved, the overdue tasks are reduced, and the manpower input is reduced.更多还原