光伏电站清洗计划专识数据集

本数据集聚焦光伏电站组件清洗计划与效果评估，覆盖大型地面电站、工商业分布式、户用电站及农光互补等类型。数据内容包括电站基本信息（装机容量、组件类型、倾角）、环境参数（降雨、PM浓度、风速）、污染表征（功率损失、积灰密度）、清洗作业参数（方式、耗时、成本）、清洗前后发电对比（增益、衰减速率）及经济性指标（收益成本比）。适用于清洗计划优化、污染损失评估、清洗方式对比及智能运维模型训练等场景。This dataset focuses on photovoltaic (PV) power station component cleaning planning and effectiveness evaluation, covering multiple types of PV power stations including large-scale ground-mounted PV stations, industrial and commercial distributed PV stations, residential PV stations, and agrivoltaic complementary stations. The dataset contains basic station information (installed capacity, module type, tilt angle), environmental parameters (rainfall, PM concentration, wind speed), pollution characterization (power loss, dust deposition density), cleaning operation parameters (method, time consumption, cost), power generation comparison before and after cleaning (gain, decay rate), and economic indicators (benefit-cost ratio). It is applicable to scenarios such as cleaning plan optimization, pollution loss assessment, cleaning method comparison, and intelligent operation and maintenance model training.

搜集汇总

背景与挑战

背景概述

该数据集专注于光伏电站组件清洗计划与效果评估，覆盖了大型地面电站、工商业分布式等多种电站类型。数据内容包括电站基本信息、环境参数、污染表征、清洗作业参数、清洗前后发电对比及经济性指标，适用于清洗计划优化、污染损失评估、清洗方式对比及智能运维模型训练等场景。