Implementation of Mean of Maximum on Cigarette Smoke Control in a Room

Y. Nurhasanah, Mira Musrini Barmawi, Ramsza Prakarsa
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引用次数: 0

Abstract

Home automation is an IoT technology that has the ability to communicate between devices. This technology requires a method for making the decision process. Fuzzy logic method is a solution to this problem. Fuzzy Logic is a method that functions to replicate and run human knowledge to control a system. In fuzzy logic algorithm, there are three main processes, which are fuzzification, inference, and defuzzification. Defuzzification process requires a method to obtain the value of crisp solutions. One of the many methods is Mean of Maximum (MoM). MoM is an algorithm that calculates the average of fuzzy conclusions or outputs that have the highest degree. In this research, we apply the MoM method in the defuzzification process to build a smoke emission control system in a room using an exhaust fan. Wemos D1 mini is used as a controller and processor in the system. And using telegram chatbot for communication media between users and the system. There are 27 rules in this system with 100% functionality. This research topic is very useful to keep the air clean and fresh in the room and avoid the dangers of cigarette smoke that can damage health.
房间内香烟烟雾控制最大值平均值的实施
家庭自动化是一种能够在设备之间进行通信的物联网技术。这项技术需要一种决策过程的方法。模糊逻辑方法是解决这一问题的一种方法。模糊逻辑是一种复制和运行人类知识来控制系统的方法。在模糊逻辑算法中,主要有三个过程:模糊化、推理和去模糊化。去模糊化过程需要一种方法来获得清脆溶液的值。其中一种方法是最大均值法(MoM)。MoM是一种计算模糊结论或模糊程度最高的输出的平均值的算法。在本研究中,我们将MoM方法应用于去模糊化过程中,构建了一个使用排风机的房间排烟控制系统。系统采用Wemos D1 mini作为控制器和处理器。并利用电报聊天机器人作为用户与系统之间的沟通媒介。在这个系统中有27条规则具有100%的功能。这个研究课题对于保持室内空气清新,避免吸烟危害健康非常有用。
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来源期刊
EEA - Electrotehnica, Electronica, Automatica
EEA - Electrotehnica, Electronica, Automatica Engineering-Electrical and Electronic Engineering
CiteScore
0.90
自引率
0.00%
发文量
26
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