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基于STM32单片机利用YOLO算法设计智能消毒控制系统。

Design of an intelligent disinfection control system based on an STM32 single-chip microprocessor by using the YOLO algorithm.

作者信息

Wang Xueyi, Li Xianrong, Du Haiying, Wang Jing

机构信息

College of Innovation and Entrepreneurship Education, Dalian Minzu University, Dalian, 116600, Liaoning, China.

College of Mechanical and Electronic Engineering, Dalian Minzu University, Dalian, 116650, Liaoning, China.

出版信息

Sci Rep. 2024 Dec 30;14(1):31686. doi: 10.1038/s41598-024-81626-1.

DOI:10.1038/s41598-024-81626-1
PMID:39738295
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11685386/
Abstract

The novel coronavirus (COVID-19) has affected more than two million people of the world, and far social distancing and segregated lifestyle have to be adopted as a common solution in recent years. To solve the problem of sanitation control and epidemic prevention in public places, in this paper, an intelligent disinfection control system based on the STM32 single-chip microprocessor was designed to realize intelligent closed-loop disinfection in local public places such as public toilets. The proposed system comprises seven modules: image acquisition, spraying control, disinfectant liquid level control, access control, voice broadcast, system display, and data storage. The STM32 microcontroller is the main control chip and collects the disinfectant liquid level information and crowd density by using flow sensors, pressure and image. Single chip microcomputer enabling composite control of disinfectant concentration and liquid level through proportion integration differentiation (PID) control and logical increase/decrease ratio control. The use of the You Only Look Once (YOLO) algorithm aids in improving the accuracy of human target recognition, dynamically obtaining the crowd density, and regulating the spraying strategy. A comparison of the dynamic changes in crowd density with the user-defined crowd density threshold is performed to optimize the access control time and model parameters and obtain the optimal access control time limit. This approach enables dynamic optimization and intelligent control of the proposed full-cycle, closed-loop disinfection model for public toilets, effectively reducing the risk of virus transmission.

摘要

新型冠状病毒(COVID-19)已影响全球超过200万人,近年来,保持社交距离和隔离的生活方式已成为普遍的应对措施。为解决公共场所卫生控制和防疫问题,本文设计了一种基于STM32单片机的智能消毒控制系统,以实现公共厕所等局部公共场所的智能闭环消毒。该系统包括七个模块:图像采集、喷雾控制、消毒液液位控制、门禁控制、语音广播、系统显示和数据存储。STM32微控制器是主控制芯片,通过流量传感器、压力传感器和图像采集消毒液液位信息和人群密度。单片机通过比例积分微分(PID)控制和逻辑增减比控制实现对消毒液浓度和液位的复合控制。使用You Only Look Once(YOLO)算法有助于提高人体目标识别的准确性,动态获取人群密度,并调整喷雾策略。将人群密度的动态变化与用户定义的人群密度阈值进行比较,以优化门禁控制时间和模型参数,获得最佳门禁控制时限。这种方法能够对所提出的公共厕所全周期闭环消毒模型进行动态优化和智能控制,有效降低病毒传播风险。

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本文引用的文献

1
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Acta Biotheor. 2023 Mar 6;71(2):9. doi: 10.1007/s10441-023-09460-y.
2
Public handwashing for basic hygiene in people experiencing homelessness.为无家可归者进行基本卫生的公共洗手活动。
Lancet Planet Health. 2021 Nov;5(11):e763. doi: 10.1016/S2542-5196(21)00283-7.
3
Coronaviruses: An overview with special emphasis on COVID-19 outbreak with musculoskeletal manifestations.冠状病毒:概述,特别强调伴有肌肉骨骼表现的 COVID-19 疫情。
World J Orthop. 2021 Sep 18;12(9):620-628. doi: 10.5312/wjo.v12.i9.620.
4
The level of risk, effects response to potential health emergencies, prevention and control method of COVID-19: A systematic review.COVID-19 风险水平、对潜在健康突发事件的应对效果、预防和控制方法:系统评价。
Hum Antibodies. 2021;29(2):149-169. doi: 10.3233/HAB-200421.
5
Compliance with the smoking ban in enclosed, semiopen and open areas of workplaces and public places in Chile.智利工作场所和公共场所的封闭、半封闭和开放区域内遵守禁烟令的情况。
Tob Control. 2021 Sep;30(5):570-573. doi: 10.1136/tobaccocontrol-2020-055632. Epub 2020 Jul 23.
6
Phase- and epidemic region-adjusted estimation of the number of coronavirus disease 2019 cases in China.中国 2019 冠状病毒病病例的分相和流行地区调整估计。
Front Med. 2020 Apr;14(2):199-209. doi: 10.1007/s11684-020-0768-7. Epub 2020 Mar 31.
7
The effect of control strategies to reduce social mixing on outcomes of the COVID-19 epidemic in Wuhan, China: a modelling study.控制策略对减少社交接触以控制中国武汉 COVID-19 疫情的效果:建模研究。
Lancet Public Health. 2020 May;5(5):e261-e270. doi: 10.1016/S2468-2667(20)30073-6. Epub 2020 Mar 25.
8
A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: a study of a family cluster.一个涉及 2019 年新型冠状病毒的家庭聚集性肺炎病例,提示存在人际传播:一项家庭聚集性研究。
Lancet. 2020 Feb 15;395(10223):514-523. doi: 10.1016/S0140-6736(20)30154-9. Epub 2020 Jan 24.
9
Hyperconnections and hierarchical representations for grayscale and multiband image processing.灰度和多波段图像处理的超连接和层次表示。
IEEE Trans Image Process. 2012 Jan;21(1):14-27. doi: 10.1109/TIP.2011.2161322. Epub 2011 Jul 7.