建筑工地工人工作强度监测预警数据

通过统计建筑工地各工种、岗位工人的劳作时间，智慧工地管理平台能精准分析工作强度。对持续高强度作业、风险高的工人提前预警，预防疲劳导致的安全事故，确保工人安全。当工人连续多日工作强度超标，将启动预警机制，约谈工人与班组长，调整作息。若全班组均超强度工作，则调整施工计划，优化作业时间。该平台可视化展示工作强度，实时预警并推送至管理人员，助力迅速响应，确保每位工人作业强度合理，显著提升工地安全管理效能与质量。
1、数据采集：通过智慧工地的劳务打卡系统对每位工人的进出场时间进行实时采集。2、数据处理：以每位工人每天的打卡人脸信息为唯一标识，通过前端人脸识别设备的记录，提取每位工人一天的进、出场时间数据。3、算法规则：实际工作时长=出场时间-入场时间，根据天气气温和工作环境等情况，设定各工种的允许工作时长，工作强度系数=实际工作时长÷允许工作时长，并计算过去三天工人的工作强度系数（T-1表示昨天；T-2表示前天；T-3表示大前天）。4.数据应用：当连续三天工作强度系数都大于1时，启动预警机制。

By counting the working hours of workers in various trades and positions on construction sites, the Smart Construction Site Management Platform can accurately analyze work intensity. Early warnings will be proactively triggered for workers engaging in sustained high-intensity operations and at high risk, so as to prevent safety accidents caused by fatigue and ensure worker safety. When a worker's work intensity exceeds the standard for consecutive days, the early warning mechanism will be activated, and the worker and the team leader will be interviewed to adjust their work-rest schedules. If the entire team operates at excessive intensity, the construction plan will be adjusted and working hours will be optimized. This platform visually displays work intensity, pushes real-time early warnings to managers, enabling rapid response, ensuring that each worker's work intensity is within a reasonable range, and significantly improving the efficiency and quality of site safety management.
1. Data Collection: The entry and exit times of each worker are collected in real time via the labor attendance system of the smart construction site.
2. Data Processing: Taking the daily face check-in information of each worker as the unique identifier, the entry and exit time data of each worker per day are extracted from the records of front-end face recognition devices.
3. Algorithm Rules: Actual working duration = Exit time - Entry time. Based on factors such as weather temperature and working environment, the allowable working duration for each trade is set. The work intensity coefficient is calculated as Actual working duration ÷ Allowable working duration, and the worker's work intensity coefficients over the past three days are calculated (T-1 represents yesterday; T-2 represents the day before yesterday; T-3 represents three days ago).
4. Data Application: The early warning mechanism will be activated when the work intensity coefficients for three consecutive days are all greater than 1.

搜集汇总

数据集介绍

特点

该数据集记录了建筑工地工人的工作强度监测数据，包括进出场时间、实际工作时长和工作强度系数等信息，用于智慧工地管理平台预警疲劳作业，提升安全管理效能。