학술논문

Toward Continuous Nano-Plastic Monitoring in Water by High Frequency Impedance Measurement With Nano-Electrode Arrays
Document Type
Periodical
Source
IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 23(17):20180-20188 Sep, 2023
Subject
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Robotics and Control Systems
Sensors
Nanobioscience
Pollution measurement
Water pollution
Particle measurements
Electrodes
Capacitance
CMOS nanoelectrode arrays
environmental sensor
high-frequency impedance measurements
label-free pollutant detection
microplastic
nanoplastic
single particle detection
sub-micrometer particle sizing
water monitoring
Language
ISSN
1530-437X
1558-1748
2379-9153
Abstract
We explore the potentiality of high frequency impedance measurements with CMOS nano-electrode (NE) arrays for nano-plastic pollutant particles monitoring in water. This technology offers benefits as nano-scale resolution, high parallelization, scalability, label-free single particle detection, and automatic measurements without operator intervention. Simple models are proposed for size and concentration estimation. The former integrates measurements of adjacent electrodes and shows uncertainty comparable to the nominal one with mean prediction error lower than 45% down to 50 nm radius. The latter accounts for noise in the definition of the sensing volume. We report a worst case concentration error lower than a factor 1.7 under stationary and continuous flow, which demonstrates the potential of this technology for automated measurements.