光伏數(shù)據(jù)可視化系統(tǒng)設(shè)計與研究

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doi：10.3969/J.1SSN.1672-7274.2025.06.010

中圖分類號：TM615;TP181;TP3 文獻(xiàn)標(biāo)志碼：A 文章編碼：1672-7274（2025）06-0029-03

Design and Research of Photovoltaic Data Visualization System

XU Xingming1，RAO Linwei2， ZHOU Chenglong2，LANG Junkun1，YIN Jianzhi1 （1. China Power Construction （Wuding） New Energy Co.， Ltd.， Wuding 65160o， China; 2. China Power Construction Group New Energy Group Co.，Ltd. Yunnan Branch，Kunming 65o051，China）

Abstract： New energypower generation，especially photovoltaic power generation technology，has become more and more common in China's power system，and this mode hasbecomeakey component ofthe stable operation of the power grid and dispatching optimization.The purpose of this study is to construct a photovoltaic data visualization systemthat combines big data analysis and deep learning techniques，focusing on monitoringand analyzing the changes in power generation and consumption during the collection process of photovoltaic energy，as wellas fault diagnosis.The goal of designing this system is to improve the intelligence levelof photovoltaic equipment and provide necessary data support for equipment management， fault diagnosis，and performance optimization.

Keywords： photovoltaic power generation; visualization system; big data analysis; deep learning

0 引言

隨著對可再生能源需求的日益增長，光伏技術(shù)因其清潔、可持續(xù)特性而備受關(guān)注，并迅速發(fā)展。（剩余3801字）