HU Xinyu, XIE Tao, WANG Qiushuo, et al. Design of high precision indoor trace gas monitoring system[J]. 2020, (6): 62-65. DOI: 10.13873/J.1000-9787(2020)06-0062-04.
高精度室内痕量气体监测系统设计
摘要
针对传统室内空气监测系统存在监测精度低、指标少、且痕量气体检测难度大的问题
设计了一种以高精度传感器阵列为核心的小型化室内痕量气体监测系统。系统搭建并优化气体传感器阵列
设计高可靠性电源及高精度采集单元
通过反向传播(BP)神经网络对检测量进行优化
采用最小二乘法对传感器标定结果进行优化
实现室内痕量气体的高精度检测。实验及应用表明
该系统具备检测精度高、指标全、稳定性好的优势
适用于家庭室内空气质量的监测。
Abstract
Aiming at the problems of low monitoring precision
few indexes and great difficulty in trace gas detection exist in traditional indoor air monitoring system
a miniature indoor trace gas monitoring system with high precision sensor array as the core is designed. The system builts up and optimizes the gas sensor array
designs high-reliability power supply and high-precision acquisition unit
optimizes the detection amount through BP neural network
optimizes the sensor calibration result by least squares method
and realizes high-precision detection of indoor trace gas. The experiment and application show that the system has the advantages of high detection precision
complete detection index and good stability. It is suitable for monitoring indoor air quality in the home.