Identifying Single Particles in Air Using a 3D-Integrated Solid-State Pore

被引:18
|
作者
Tsutsui, Makusu [1 ]
Yokota, Kazumichi [1 ,2 ]
Yoshida, Takeshi [1 ]
Hotehama, Chie [1 ]
Kowada, Hiroe [1 ]
Esaki, Yuko [1 ]
Taniguchi, Masateru [1 ]
Washio, Takashi [1 ]
Kawai, Tomoji [1 ]
机构
[1] Osaka Univ, Inst Sci & Ind Res, Mihogaoka 8-1, Osaka, Ibaraki 5670047, Japan
[2] Natl Inst Adv Ind Sci & Technol, Takamatsu, Kagawa 7610395, Japan
关键词
sensor; particulate matter; nanopore; resistive pulse analysis; machine learning; PM2.5; POLLUTION; SIZE; NANOCHANNELS; NANOPORES; PROTEINS; IMPACT; PM10; MASS;
D O I
10.1021/acssensors.9b00113
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Solid-state micro- and nanopores are a versatile sensor platform capable of detecting single particles in electrolyte solution by cross-pore ionic current. Here we report on a use of this technology to identify airborne particulate matter. The detection concept lies in an electrophoretic control of air-floating particles captured in liquid to deliver them into a pore detector via microfluidic channels. We demonstrate resistive pulse measurements to machine-learning-based discriminations of intragranular contents of cypress and cedar pollens at a single-particle level. This all-electrical-sensor technique would pave a new venue toward real-time monitoring of single particles and molecules in air.
引用
收藏
页码:748 / 755
页数:15
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