Design of Landslide Early Warning System Using Fuzzy Method Based on Android

Putri Fatimah, Budhi Irawan, C. Setianingsih
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引用次数: 1

Abstract

In Indonesia, landslides are one of the many natural disasters that often occur during the rainy season. Especially in mountainous areas, cliffs, hills, which cause many losses. Therefore, it is necessary to create a landslide Early Warning System. Slope, vibration, and excessive water content in the soil are the leading causes of landslides. To measure these parameters, an Internet of Things (IoT) based system is used that is connected to various sensors. In this study, the fuzzy value obtained from the measurement of the MPU6050 Accelerometer and Gyroscope sensor, also Soil Moisture sensor sent to the Antares server using LoRa. In research, Fuzzy algorithm is used to analyze the sensor detection results in the form of three final decision rules based on the knowledge of a landslide expert, namely Safe, Alert, and Watch out, which can be seen on an android device with 90% accuracy value and 10% error.
基于Android的滑坡模糊预警系统设计
在印度尼西亚,山体滑坡是雨季经常发生的众多自然灾害之一。特别是在山区、悬崖、丘陵,这造成了许多损失。因此,建立滑坡预警系统是十分必要的。边坡、振动和土壤含水量过高是导致滑坡的主要原因。为了测量这些参数,使用了一个基于物联网(IoT)的系统,该系统连接到各种传感器。在本研究中,测量得到的模糊值由MPU6050加速度计和陀螺仪传感器,以及土壤湿度传感器通过LoRa发送到Antares服务器。在研究中,使用Fuzzy算法对传感器检测结果进行分析,根据滑坡专家的知识,以Safe、Alert、Watch out三个最终决策规则的形式进行分析,在android设备上可以看到,准确率值为90%,误差值为10%。
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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