Development of Camera-Based Rainfall Intensity Measurement Tool with Fourier Transform Analysis

B. Sirenden, Arisman Manao, Nasruddin Mn
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Abstract

In this research, the development of a camera-based rainfall intensity measuring instrument with the Fourier Transform Analysis has been carried out. The ESP32 CAM Microcontroller was used to capture images and record rainfall videos. The research objective was to design a development model for measuring rainfall intensity, understanding the working principle of the tool, and knowing the histogram of the rainfall intensity video recording produced by the rainfall intensity detection tool. The research consisted of several stages, namely literature study, design of research tools and components, system design, assembly of tools, testing of all components, programs and screen record testing and image capture. The design model for the development of a measuring instrument for rainfall intensity that has been made is that when water flows through the shower there will be rainfall. The process of rainfall will be captured and recorded by the ESP32 CAM Microcontroller which is accessed via a computer device. Experiments were carried out ten times, with a time span of 60 seconds per experiment and an increase in rainfall every minute, then the data was processed using python software in the form of a histogram (grayscale), which would be analyzed using the Fourier Transform Analysis method. The results showed that the development of a camera-based rainfall intensity gauge has worked well.
基于摄像机的傅里叶变换降雨强度测量工具的研制
在本研究中,开发了一种基于摄像机的傅里叶变换分析降雨强度测量仪。ESP32 CAM微控制器用于采集图像和记录降雨视频。研究目的是设计一个测量降雨强度的开发模型,了解降雨强度检测工具的工作原理,了解降雨强度检测工具产生的降雨强度视频记录的直方图。研究分为文献研究、研究工具和组件设计、系统设计、工具组装、所有组件测试、程序和屏幕记录测试、图像捕获等几个阶段。已研制的降雨强度测量仪器的设计模型是:当水流过淋浴器时,就会有降雨。降雨过程将被ESP32 CAM微控制器捕获并记录,该微控制器可通过计算机设备访问。实验进行10次,每次实验时间间隔为60秒,每分钟降雨量增加一次,然后用python软件将数据以直方图(灰度图)的形式进行处理,使用傅里叶变换分析方法对数据进行分析。结果表明,基于摄像机的降雨强度测量仪的开发效果良好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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