Research on Python Application in Centralized Control Big Data
张华ZHANG Hua;翟新军ZHAI Xin-jun;胥勇XU Yong;
李伟强LI Wei-qiang;杨健YANG Jian;赵嘉伟ZHAO Jjia-wei;张涛ZHANG Tao
(中广核新能源投资(深圳)有限公司新疆分公司,乌鲁木齐83001 1 ,China )
( CGN New Energy Xinjiang Branch,Urumqi 830011 , China)
摘要:随着双碳目标的提出,新能源在电力系统中的占比越来越高,同时也带来了新能源集控中心AGC退出、通讯故障和报表填报等大量重复性日常工作等问题,为解决上述问题,本文通过介绍和总结新能源集控的需求和特点,探索了有功自动控制系统在监控方面以及海量数据处理和智能报表的的现状和解决办法，通过利用Python语言编写相关程序解决了有功自动控制系统的在线监控和基于海量数据的智能报表生成等实际性问题,通过实际应用效果证明了所提的解决思路和流程能够在挽回大量电量损失和降低了人工监视成本的同时,使工作效率得到显著提升。
Abstract: With the proposal of the dual carbon targel, new energy accounts for more and more in the power system, which also bringsa lot of repetitive daily work poblems such as AGC exit of the new energy centralized control center, communication failure and reportfilling.In order to solve the above problems,this paper inltroduces and summarizes the requirements and characteristics of new enerycentralized control, explores the status quo and solutions of active power automatic control system in monitoring, mass data processing andintelligent reports,and solves practical pmoblems such as online monitoring of active power automatic control system and generation ofintelligent reports hased on mass data by witing relevant programs in Python language. The practical application resulis show that theproposed solutions and processes can significantly improve the work efficiency while saving a lot of power Ioss and redtucing the cost ofmanual monitoring.
关键词:Python; AGC;智能监控;智能报表
Key words: Python; AGC; intelligent monitoring;smart reports
价值工程-文章出处：张华,翟新军,胥勇等.Python在集控大数据应用的研究[J].价值工程,2023,42(21):84-86.
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