光伏设备售后维修与故障分析数据集

数据来源于公司日常的光伏设备售后服务记录。覆盖多种设备类型，包括组串式逆变器、光伏组件、汇流箱、储能系统等光伏系统核心组件，应用场景涵盖集中式地面电站、工商业分布式屋顶、户用光伏系统及农光互补项目等多元化场景。服务记录纸质证明为日常维修记录的光伏设备维修记录表，此记录表作为数据集的原始数据，还有部分数据来源于公司的OA系统和NC系统，所有的数据经过清洗、去重和标准化处理，最终形成数据集。The dataset is sourced from the company's daily after-sales service records of photovoltaic (PV) equipment. It covers multiple core components of PV systems, including string inverters, PV modules, combiner boxes, and energy storage systems. Its application scenarios include diversified settings such as centralized ground-mounted power stations, industrial and commercial distributed rooftop PV systems, residential PV systems, and agrivoltaic projects. The paper-based service records refer to the PV equipment maintenance logs for daily repairs, which serve as the raw data of the dataset. In addition, some of the data are collected from the company's OA system and NC system. All data have undergone cleaning, deduplication, and standardization processing before being finalized into the official dataset.

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于光伏设备售后维修与故障分析的数据集合，包含53条记录，每年更新，涵盖了组串式逆变器、光伏组件和汇流箱等多种设备类型的故障案例。每条记录详细记录了故障描述、分类、根本原因分析、维修方案、维修成本、客户满意度以及预防措施等关键信息，旨在帮助制造商优化产品设计、运营商实现预测性维护，以及运维服务公司提升故障诊断效率。数据集还提供了算法规则，如严重等级和维修成本的计算模型，增强了数据的标准化和应用价值。