Nondispersive Infrared Ethylene Oxide Sensor With Temperature Compensation for Medical Sterilization

IF 4.3 2区 综合性期刊 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Jintao Liang;Liru Wang;Jiayang Zhang;Liang Wu;Xufeng Song;Xiaoyu Wang;Ding Zhao;Yonghuai Zhang;Tie Zhang;Guiyin Li
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引用次数: 0

Abstract

Ethylene oxide (ETO) gas is extensively used in medical sterilization, but it poses environmental and health risks if not properly managed. Therefore, it is crucial to monitor the concentration of ETO in the medical sterilization cabinet in real time. Herein, a dual-channel nondispersive infrared (NDIR) ETO sensor based on a direct optical path with explosion-proof performance was designed. Given ETO’s flammability, the sensor was employed an aluminum alloy explosion-proof structure to ensure safety. The effective optical path of the gas chamber was 1 cm, and the effective utilization of luminous flux was 86%. The sensor has an average relative error of 2% in measuring ETO concentration (0–927 mg/L) in the temperature range of 25 °C–65 °C, which was 3% lower than the industry standard. The response time (T90) was <10 s. To address temperature sensitivity, a chaotic particle swarm optimization back propagation network (CPSO_BPNN) algorithm was proposed for temperature compensation, resulting in improving the measurement accuracy (2%–3%) compared with the traditional linear temperature compensation. In addition, the sensor demonstrated good repeatability with the relative standard deviation (RSD) of less than 2.2% and good stability over a two-month testing period with the standard deviation (SD) of less than 3.4%. All these results demonstrate that the fabricated sensor has excellent stability and repeatability, meeting the required standards.
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来源期刊
IEEE Sensors Journal
IEEE Sensors Journal 工程技术-工程:电子与电气
CiteScore
7.70
自引率
14.00%
发文量
2058
审稿时长
5.2 months
期刊介绍: The fields of interest of the IEEE Sensors Journal are the theory, design , fabrication, manufacturing and applications of devices for sensing and transducing physical, chemical and biological phenomena, with emphasis on the electronics and physics aspect of sensors and integrated sensors-actuators. IEEE Sensors Journal deals with the following: -Sensor Phenomenology, Modelling, and Evaluation -Sensor Materials, Processing, and Fabrication -Chemical and Gas Sensors -Microfluidics and Biosensors -Optical Sensors -Physical Sensors: Temperature, Mechanical, Magnetic, and others -Acoustic and Ultrasonic Sensors -Sensor Packaging -Sensor Networks -Sensor Applications -Sensor Systems: Signals, Processing, and Interfaces -Actuators and Sensor Power Systems -Sensor Signal Processing for high precision and stability (amplification, filtering, linearization, modulation/demodulation) and under harsh conditions (EMC, radiation, humidity, temperature); energy consumption/harvesting -Sensor Data Processing (soft computing with sensor data, e.g., pattern recognition, machine learning, evolutionary computation; sensor data fusion, processing of wave e.g., electromagnetic and acoustic; and non-wave, e.g., chemical, gravity, particle, thermal, radiative and non-radiative sensor data, detection, estimation and classification based on sensor data) -Sensors in Industrial Practice
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