基于华为盘古大模型的光伏场站智能运维系统设计及实现  

Design and Implementation of Intelligent Operation and Maintenance System for Photovoltaic Power Stations Based on Huawei Pangu Model

作　　者：胡伟 邹江 胡耀蓉 冯钰玮 吴绍华 HU Wei;ZOU Jiang;HU Yaorong;FENG Yuwei;WU Shaohua(ChinaPower Construction Group Guizhou Electric Power Design and Research Institute Co.,Ltd.,Guiyang 550000,China)

机构地区：[1]中国电建集团贵州电力设计研究院有限公司,贵州贵阳550000

出　　处：《电工技术》2024年第23期122-126,共5页Electric Engineering

基　　金：贵州院专项资金资助“贵州省可再生能源数字化应用关键技术研究及平台开发”(编号GZEDKJ-2023-05)。

摘　　要：基于华为盘古大模型,针对光伏场站智能化运维的需求,设计并实现了一套智能运维系统。通过对光伏场站运维需求的分析,确定了系统的基本架构和功能模块,并利用盘古大模型进行数据分析与决策优化。在系统实现过程中,采用了先进的数据采集与处理技术,有效地提高了数据的质量与可用性。在运维决策与优化模块中,结合实际场景设计了相应的指标评估方法与优化算法,以提升光伏场站的运维效率和性能。通过案例分析与验证,证明了智能运维系统在实际光伏场站中的可行性和有效性。智能运维系统研究为光伏场站的智能化运维提供了一种全面的解决方案,具有较好的推广和应用前景。This paper designs and implements an intelligent operation and maintenance system for photovoltaic power stations based on the Huawei Pangu model,aiming to meet the needs of intelligent operation and maintenance.By analyzing the operation and maintenance requirements of photovoltaic power stations,the basic architecture and functional modules of the system were determined,and the Pangu model was utilized for data analysis and decision optimization.During the system implementation,advanced data collection and processing technologies were adopted to effectively improve the quality and usability of data.In the operation and maintenance decision-making and optimization module,corresponding index evaluation methods and optimization algorithms were designed according to actual scenarios to enhance the efficiency and performance of photovoltaic power stations.Through case analysis and validation,the feasibility and effectiveness of the intelligent operation and maintenance system in actual photovoltaic power stations were proven.This study provides a comprehensive solution for the intelligent operation and maintenance of photovoltaic power stations,with good prospects for promotion and application.

关 键 词：华为盘古大模型 光伏场站 智能运维 

分 类 号：TN91[电子电信—通信与信息系统]