基于近红外技术的非接触式酒精度检测系统
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校内博士启动经费项目(No.702/000009020367)资助。


Non contact alcohol content detection system based on near infrared technology
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    摘要:

    酒精浓度的非接触式测量具有便捷快速,实时跟踪等特点,在酒业生产等领域具有重要的研究意义。本文基于酒精溶液近红外吸收光谱特性,使用1300nm波长的激光二极管和光电探测器开发了此套以STM32单片机为内核的酒精度快速检测系统。铟镓砷二极管探测器与配套硬件捕捉与转换光电信号,以检测电压差值反映酒精溶液的红外吸收,与酒精度多项式拟合建立检测模型,经温度修正后存入主控系统实现酒精浓度预测。实验表明,检测系统对样本组的拟合优度为09996,对验证组检测的平均标准偏差为0158,远低于传统酒精计的05。结果表明,该检测系统相比于市场上现有红外检测系统具有检测精度高、稳定性强、连续检测的特点,可在不破坏酒精样液的前提下实现对浓度的快速检测,满足市场上的工业标准与需求,对制酒业等相关行业具有重要应用价值。

    Abstract:

    The non contact measurement of alcohol concentration has the characteristics of convenience,rapidity,and real time tracking,which is of great research significance in the field of alcohol production.In this paper,based on the near infrared absorption spectral characteristics of alcohol solution,a set of rapid alcohol concentration detection system with STM32 microcontroller as the kernel is developed by using a laser diode and a photodetector with a wavelength of 1300 nm.An indium gallium arsenic diode detector is used with the supporting hardware to capture and convert the photoelectric signal,and the infrared absorption of the alcohol solution is reflected by the detection voltage difference.Furthermore,a detection model is established by fitting with the alcohol polynomial,and the temperature correction is deposited into the main control system to realize the alcohol concentration prediction.The experimental results show that the goodness of fit of the detection system for the sample group is 0.9996,and the average standard deviation of the test for the validation group is 0.158,which is much lower than that of the traditional alcohol meter of 0.5.The results show that the detection system has the characteristics of high detection accuracy,strong stability and continuous detection compared with the existing infrared detection systems on the market,and can achieve the rapid detection of the concentration without destroying the alcohol sample,which meets the industrial standards and demands in the market,and has important application value for the alcohol industry and other related industries.

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曹志群,项高鹏,胡临天,廖梓宏.基于近红外技术的非接触式酒精度检测系统[J].激光与红外,2025,55(3):408~413
CAO Zhi-qun, XIANG Gao-peng, HU Lin-tian, LIAO Zi-hong. Non contact alcohol content detection system based on near infrared technology[J]. LASER & INFRARED,2025,55(3):408~413

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  • 在线发布日期: 2025-03-14
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