一个替代体温测量解决方案:高精度监测系统和可视化公共卫生云平台的组合
Joe-Air Jiang1,2, Jen-Cheng Wang1, Chao-Liang Hsieh1
1Department of Biomechatronics EngineeringNational Taiwan University Taipei 10617 Taiwan.
这项研究介绍了一种物联网 (IoT) 身体温度监测系统,使用温度计来快速控制流行病. 该系统准确地检测出发烧,可及时发出警报和预测疾病爆发.
科学领域:
- 生物医学工程 生物医学工程
- 流行病学 流行病学
- 物联网 (IoT) 的物联网 (IoT) 的物联网.
背景情况:
- 有效的流行病控制需要快速识别感染者.
- 传统的批量温度选方法可能是缓慢且劳动密集的.
- 整合技术可以增强公共卫生监测系统.
研究的目的:
- 开发和验证基于物联网的温度计系统,用于实时监测体温.
- 为了评估系统在检测体温升高方面的准确性.
- 为传染病爆发预测和风险评估创建一个平台.
主要方法:
- 实现物联网 (IoT) 架构用于无线数据传输.
- 用热学来进行非接触式体温测量.
- 开发一个用于数据分析,异常检测和预测建模的后端平台.
- 热成像传感器的校准,考虑到环境温度变化.
主要成果:
- 拟议的系统实现了0.04%的平均绝对百分比误差和0.0204°C的根平均平方误差.
- 校准的热成像传感器准确地表示实际的体温.
- 后端平台提供即时警报,疫情预测和风险评估.
结论:
- 基于物联网的温度计系统为群体体温监测提供了准确有效的解决方案.
- 该系统是预防和控制流行病的宝贵工具.
- 该平台可以扩展为公共卫生机构的决策支持系统.
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