创合通信科技林业监控维修集成数据

该数据集是河源市创合通信科技有限公司自行生产的2023年-2024年林业监控维修数据，包括站点、县区、日期、故障原因等数据字段，数据收集采用人工监测故障发生以及人工收集故障数据，数据加工环节对设备地区等敏感信息进行扩大范围模糊处理，该数据通过整合所有工人报错信息，形成统一分类的故障原因，并根据相应故障发生次数进行频率的区分。主要解决林业监控设备运维中的两大问题：一是精准定位高频故障设备型号，优化备件库存管理；二是识别区域级故障聚集规律，指导预防性维护资源投放。

This dataset is the 2023-2024 forestry monitoring and maintenance data independently produced by Heyuan Chuanghe Communication Technology Co., Ltd. It includes data fields such as monitoring station, county/district, date, and fault cause. The data was collected through manual monitoring of fault occurrences and manual collection of fault data. In the data processing stage, sensitive information such as the device's region was processed with extended-range fuzzy masking. This dataset integrates all workers' error reports to form uniformly classified fault causes, and differentiates fault frequencies based on the occurrence counts of corresponding faults. It mainly addresses two core issues in the operation and maintenance of forestry monitoring equipment: first, accurately pinpointing high-frequency faulty device models to optimize spare parts inventory management; second, identifying regional-level fault aggregation patterns to guide the allocation of preventive maintenance resources.

搜集汇总

背景与挑战

背景概述

该数据集是河源市创合通信科技有限公司的林业监控维修数据，涵盖2023年-2024年的故障记录，用于优化备件库存管理和指导预防性维护资源投放。数据经过模糊处理和分类整合，更新频率为日更新，格式为XLSX。