厂区管理设备台账数据集

内部采集‌：通过设备编码、型号、启用日期等静态信息建立基础台账，结合传感器实时监测运行状态（如电流、振动），数据经PLC网关加密传输至本地服务器。供应商信息、保修期限等由采购系统API自动同步，设备原值及自定义参数通过人工录入+OCR扫描双校验，确保数据一致性。Internal Data Collection: Basic asset ledgers are established based on static information including device codes, models, and commissioning dates, while real-time operating statuses (e.g., current, vibration) are monitored via sensors. The collected data is encrypted and transmitted to the local server through PLC gateways. Supplier information and warranty periods are automatically synchronized via the API of the procurement system. For the original equipment value and custom parameters, dual verification combining manual entry and OCR scanning is adopted to ensure data consistency.

搜集汇总

背景与挑战

背景概述

该数据集是阳新娲石绿色建材有限公司登记的厂区设备管理台账，包含2144条设备全生命周期记录，涵盖设备编码、型号、供应商等静态信息和运行监测动态数据。数据集通过四层算法体系实现设备健康度评估和智能预警，每日更新，主要用于设备淘汰预测和运维成本优化。