车间环境参数数据集

该数据为工业车间环境核心参数的时序化标注集合，覆盖机械加工、电子焊接、纺织印染等 8 + 类生产车间，通过多类型环境传感器按时间序列采集温湿度（温度 - 10~50℃、湿度 20%~90% RH）、粉尘浓度（0~50mg/m³）、噪音（40~120dB）、照明强度（100~1000lux）、有害气体浓度（焊接烟尘 0~20mg/m³、甲醛 0~1mg/m³）等参数，依据国家《工业企业设计卫生标准》（GBZ 1-2010）标注 “达标 / 超标” 状态（如粉尘浓度＞10mg/m³→超标、噪音＞85dB→超标）。可用于构建车间环境监控系统、训练异常预警模型，实现环境参数实时监测与超标预警，保障员工职业健康、满足安全生产合规要求，同时为车间通风、除尘、照明等设备的智能调控提供数据支撑。

This dataset is a time-stamped annotated collection of core parameters for industrial workshop environments, covering over 8 types of production workshops including machining, electronic soldering, textile printing and dyeing, etc. Core parameters collected via multi-type environmental sensors in time series include temperature and humidity (temperature: -10~50℃, humidity: 20%~90% RH), dust concentration (0~50mg/m³), noise (40~120dB), illumination intensity (100~1000lux), and harmful gas concentrations (welding fume: 0~20mg/m³, formaldehyde: 0~1mg/m³). The "compliant / non-compliant" status is annotated in accordance with the national Hygienic Standard for Design of Industrial Enterprises (GBZ 1-2010). For example, dust concentration >10mg/m³ is marked as non-compliant, and noise >85dB is marked as non-compliant. It can be used to build workshop environmental monitoring systems, train anomaly early warning models, realize real-time monitoring of environmental parameters and non-compliance early warning, protect employees' occupational health, meet safety production compliance requirements, and provide data support for intelligent regulation of workshop ventilation, dust removal, lighting and other equipment.

搜集汇总

背景与挑战

背景概述

该数据集是工业车间环境核心参数的时序化标注集合，覆盖8类生产车间，采集温湿度、粉尘浓度、噪音等参数，依据国家标准标注达标状态，可用于环境监控系统和异常预警模型训练，以保障员工健康和安全生产合规。