Industrial Engineering School, University of Extremadura, 06006 Badajoz, Spain.
Sensors (Basel). 2020 Jan 31;20(3):786. doi: 10.3390/s20030786.
This paper introduces a miniaturized personal electronic nose (39 mm × 33 mm), which is managed through an app developed on a smartphone. The electronic nose (e-nose) incorporates four new generation digital gas sensors. These MOx-type sensors incorporate a microcontroller in the same package, being also smaller than the previous generation. This makes it easier to integrate them into the electronics and improves their performance. In this research, the application of the device is focused on the detection of atmospheric pollutants in order to complement the information provided by the reference stations. To validate the system, it has been tested with different concentrations of NOx including some tests specifically developed to study the behavior of the device in different humidity conditions. Finally, a mobile application has been developed to provide classification services. In this regard, a neural network has been developed, trained, and integrated into a smartphone to process the information retrieved from e-nose devices.
本文介绍了一种微型化的个人电子鼻(39mm×33mm),通过智能手机上开发的应用程序进行管理。电子鼻(e-nose)采用了四个新一代数字气体传感器。这些 MOx 型传感器在同一封装中集成了微控制器,比上一代产品更小。这使得将它们集成到电子设备中变得更加容易,并提高了它们的性能。在这项研究中,该设备的应用重点是检测大气污染物,以补充参考站提供的信息。为了验证该系统,已经对不同浓度的 NOx 进行了测试,包括一些专门用于研究设备在不同湿度条件下行为的测试。最后,开发了一个移动应用程序来提供分类服务。在这方面,已经开发、训练和集成了一个神经网络到智能手机中,以处理从电子鼻设备中检索到的信息。