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All Journal Explore: Jurnal Sistem Informasi dan Telematika (Telekomunikasi, Multimedia dan Informatika) Jurnal Edukasi dan Penelitian Informatika (JEPIN) Jurnas Nasional Teknologi dan Sistem Informasi Sistemasi: Jurnal Sistem Informasi JMM (Jurnal Masyarakat Mandiri) INTECOMS: Journal of Information Technology and Computer Science JMKSP (Jurnal Manajemen, Kepemimpinan, dan Supervisi Pendidikan) Ensiklopedia of Journal Logista: Jurnal Ilmiah Pengabdian Kepada Masyarakat Jurnal Hilirisasi IPTEKS (JHI) Buletin Ilmiah Nagari Membangun Linguists: Journal of Linguistics and Language Teaching Journal of Applied Engineering and Technological Science (JAETS) Media Informatika PRODU-Prokurasi Edukasi (Jurnal Manajemen Pendidikan Islam) Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) Warta Pengabdian Andalas: Jurnal Ilmiah Pengembangan Dan Penerapan Ipteks Jurnal Pengabdian kepada Masyarakat JUSTIN (Jurnal Sistem dan Teknologi Informasi) Jurnal Andalas: Rekayasa dan Penerapan Teknologi Electronic Journal of Education, Social Economics and Technology Journal of Social Work and Science Education Jurnal Testing dan Implementasi Sistem Informasi LINGUISTS : JOURNAL OF LINGUISTICS AND LANGUAGE TEACHING
Rahmadoni, Jefril
Information System Department, Faculty Of Information Teknology,Universitas Andalas
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Journal : media informatika

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Sistem Prakiraan Cuaca Berbasis Android dengan Metode Jaringan Syaraf Tiruan Backpropagation Adi Arga Arifnur; Jefril Rahmadoni; Ullya Mega Wahyuni
Media Informatika Vol 22 No 2 (2023)
Publisher : P3M STMIK LIKMI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37595/mediainfo.v22i2.180

Abstract

This research aims to develop a weather forecasting system using an Android-based mobile device combined with a microcontroller platform. The device built consists of a DHT11 sensor, Arduino UNO microcontroller, HC-05 Bluetooth module, and an Android phone that is used by users to view weather information. The Neural Network Backpropagation method is useful as a learning algorithm in obtaining appropriate weights so that the system is able to make weather forecasts correctly. Temperature and humidity data from the Padang City BMKG are used as input data to the Matlab application to be trained to find accurate patterns and weights. This appropriate weight is useful as a weighing factor in the Backpropagation testing process on Arduino Uno. In the process, the system works to measure temperature and humidity with the DHT11 sensor, then Arduino processes the input from the sensor to then send the results to the Android application. The test results with 14 trial data revealed that the system with the Neural Network Backpropagation learning method had a success rate of 78.6% for measuring and forecasting the weather.
Co-Authors AA Sudharmawan, AA Adi Arga Arifnur Afriyanti Dwi Kartika Ahmad Fadli Ramadhan Ahmad Ihsan Aidah Fikriyyah Aina Hubby Aziira Akbar, Ricky Alfin Adha Anshar Alfin Adha Anshar Alvino Albas Andina Juita Sari Andina Juita Sari Annisa Hasifah Cantika Anwar, Khairil Asfar, Thomas Nobel Asniati Asniati Asniati Bahari Ayulia Fardila Sari ZA Azwalia Tanjung, Siti Nina Bunga Shafira Cantika, Annisa Hasifah Cesar Welya Refdi Chicha Rizka Gunawan Chichi Rizka Gunawan Cut Alna Fadhilla Dea Ayuni Putri Devi Yulia Rahmi Dian Ferinda Dwi Rendra Graha Putra Dwi Rendra Graha Putra Dwi Welly Sukma N Elvira Luthan Esi Afriyanti Fadhillawati Fri Asma Fajril Akbar Fajril Akbar Fajrul Khairati Febby Apri Wenando Febriani, Hanura Felga Zulfia Rasdiana Ghina Azzahra Ghina Azzahra Guciano, Ufa Aurora Hafizah Hanim Hanifa, Ulfatmi Hanura Febriani Hanura Febriani Haris Suryamen, Haris Hasdi Putra, Hasdi Hidayat, Danny Husnil Kamil Husnil Khatimah Indrapriyatna, Ahmad Syafruddin Ismed Ismed Ismed Ismed Istikomah Istikomah Kevry Ramdany Khairil Anwar Khairul Muttaqin Lova Endriani Zen Meza Silvana Meza Silvana Mindani Mindani Muhammad Hafiz Aulia Rahmadoni Muhammad Zaim Milzam Mustamin, Abdul Aziz Bin Muthia Luthfiyah Muthia Luthfiyah Nadilla Saraswati Nadiva, Najla Nadya Putri Nasha Nedia Putri Ismala Nirad, Dwi Welly Sukma Nova Asvio Novianda Novianda Nugrahesa Riqua, Rasyid Oktavia, Fitriyeni Onia, Saifaldin Idris Pramudya, Esen Putri Jugalo Rafiqatul Ulya Rahmatika Pratama S Rahmatika Pratama Santi Raidha Qatrunnada Raveenthiran Vivekanantharasa Raveenthiran Vivekanantharasa Rika Fatmadona Risti Kurnia Dewi Saidek, Abdul Rahim Saifaldin Idris Onia Salsabila Julia Putri Salsabila Rahmah Selvi Ananda Selvi Ananda Shelvy Haria Roza Silmi Silmi Siti Nina Azwalia Tanjung Sriwahyuni, Eci Sugianto Sugianto Surya Afnarius Suryani, Indah Permata Syahda Permata Ardelia Syahda Permata Ardelia Syarifatun Nisa Tri Rahayuningsih Ufa Aurora Guciano Ufa Aurora Guciano Ulfatmi Hanifa Ulfatmi Hanifa Ullya Mega Wahyuni Verni Juita Viska Rahma Puspita Vivekanantharasa, Raveenthiran Wahyudi Wahyudi Wahyudi Welya Refdi, Cesar Wiji Aziiz Hari Mukti Wulandari, Isnain Yafi Hisyam, Ziggy Yunida, Heni