基于大数据技术的电力调度准时性全流程管控系统设计与应用
Design and Application of A Real-time Full Process Control System for Power Dispatch Based on Big Data Technology
张克诚 1王彦文1
作者信息
- 1. 国网甘肃省电力公司临夏供电公司,甘肃临夏 731100
- 折叠
摘要
文章针对电力调度准时性管理面临的挑战,提出了一种基于大数据技术的全流程管控系统.该系统采用多层架构设计,融合多源异构数据,集成流计算、机器学习、知识图谱等关键技术,实现调度过程实时监测、风险预警、智能决策和移动应用等功能.通过系统应用,电网调度各项指标明显改善,调度违规事件大幅减少,调度业务处理效率显著提高.本研究为电力调度领域大数据技术应用提供了有益参考,对推动电网调度管理智能化发展具有重要意义.
Abstract
This article proposes a full process control system based on big data technology to address the challenges faced by timely management of power dispatch.The system adopts a multi-layer architecture design,integrating multi-source heterogeneous data,integrating key technologies such as flow computing,machine learning,and knowledge graphs,to achieve real-time monitoring of scheduling processes,risk warning,intelligent decision-making,and mobile applications.Through system application,various indicators of power grid dispatching have significantly improved,dispatching violations have been significantly reduced,and the efficiency of dispatching business processing has significantly improved.This study provides useful reference for the application of big data technology in the field of power dispatch,and is of great significance for promoting the intelligent development of power grid dispatch management.
关键词
电力调度/调度准时性/全流程管控Key words
power dispatch/timeliness of scheduling/full process control引用本文复制引用
出版年
2024
NETL
NSTL
万方数据