Design and Development of Fuzzy Logic Based Car Cabin Pollution Monitoring System

Muhammad Zaim Bin Kamal Abdul, Badrul Amin Nayan, S. Z. Yahaya, R. Boudville, K. A. Ahmad, Nurul Izza Husin
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Abstract

This paper presents the development of air quality monitoring system based on internet of things, IOT application to control the concentration of carbon dioxide gas and carbon monoxide gas in car cabin. Carbon monoxide is one most dangerous gas and nowadays there were many fatal cases happen caused by the gas leakage, while increasing of the concentration carbon dioxide will reduce oxygen level in the air, thus can cause the driver to be fatigue, and sleepiness. Moreover, gas detector usually not installed in nowadays car. To develop smart air quality monitoring system, Arduino MKR 1010, CJMCU 811(carbon dioxide sensor), MQ-7(carbon monoxide sensor), Adafruit io application, IFTTT, Webhooks, Telegram, and MATLAB fuzzy logic toolbox were used. Furthermore, Fuzzy Logic Controller (FLC) was used to analyze the input and produce the system's output decisions on the level of gas toxicities. The five levels of gas toxicities are very safe, safe, warning, high, and very high. The decision of gas level will be sent to IOT application which is Adafruit and then triggered the three types of LED indicator, power window motor, buzzer, and signal to webhook to send the Telegram. Besides, Adafruit IO also act as the platform to present the data of gases graph pattern. In addition, MATLAB fuzzy logic toolbox was used to make comparison between the result of Arduino analysis with the value of simulation. Furthermore, Telegram messenger also act as a medium to notify the users. Based on the system evaluation, this system has performed well in analysing the gas concentrating inputs and show stable IOT interactions in triggering related warning and safety devices.
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基于模糊逻辑的汽车舱室污染监测系统的设计与开发
本文介绍了基于物联网、物联网应用的空气质量监测系统的开发,以控制汽车舱内二氧化碳气体和一氧化碳气体的浓度。一氧化碳是一种最危险的气体,现在有许多致命的案件发生由气体泄漏引起的,而二氧化碳浓度的增加会降低空气中的氧气含量,从而可能导致司机疲劳,嗜睡。此外,现在的汽车通常不安装气体检测仪。采用Arduino MKR 1010、CJMCU 811(二氧化碳传感器)、MQ-7(一氧化碳传感器)、Adafruit io应用、IFTTT、Webhooks、Telegram和MATLAB模糊逻辑工具箱开发智能空气质量监测系统。此外,采用模糊逻辑控制器(FLC)对输入进行分析,并根据气体毒性水平产生系统的输出决策。五个级别的气体毒性分别是非常安全、安全、警告、高、非常高。气体液位的决定将被发送到物联网应用Adafruit,然后触发LED指示灯、电动车窗电机、蜂鸣器和信号到webhook发送电报。此外,Adafruit IO还作为气体图形模式数据呈现的平台。此外,利用MATLAB模糊逻辑工具箱将Arduino分析结果与仿真值进行对比。此外,Telegram messenger还可以作为通知用户的媒介。基于系统评估,该系统在分析气体浓缩输入方面表现良好,在触发相关报警和安全装置方面表现出稳定的物联网交互。
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