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All Journal Jurnal Inovasi Teknologi Pendidikan Jurnal Teknologi Informasi dan Ilmu Komputer Jurnal Pengabdian Magister Pendidikan IPA GERVASI: Jurnal Pengabdian kepada Masyarakat DIKDAS MATAPPA: Jurnal Ilmu Pendidikan Dasar Journal of Electronics, Electromedical Engineering, and Medical Informatics Jurnal Mnemonic At-Tanzir : Jurnal Ilmiah Prodi Komunikasi Penyiaran Islam Ihtiyath : Jurnal Manajemen Keuangan Syariah AT-TASYRI' Jurnal Ilmiah Prodi Muamalah Jurnal Teknologi Informatika dan Komputer Ilomata International Journal of Social Science jeti Indonesian Journal of Educational Development (IJED) Jurnal Begawe Teknologi Informasi Rumoh: Journal of Architecture Jurnal Teknik Sipil Macca Progressive Physics Journal COMPETITIVE: Journal of Education Journal of Data Science and Software Engineering JURNAL PENGABDIAN MASYARAKAT YAMASI Vokatek : Jurnal Pengabdian Masyarakat Information Technology Education Journal Journal of Embedded Systems, Security and Intelligent Systems Aceh Journal of Electrical Engineering and Technology ARUS JURNAL SAINS DAN TEKNOLOGI WATHAN: Jurnal Ilmu Sosial dan Humaniora Jurnal MediaTIK Macca: Science-Edu Journal Indonesian Journal of Electronics, Electromedical Engineering, and Medical Informatics Jurnal MEKOM: Media Komunikasi Pendidikan Kejuruan International Journal of Sociology of Religion International Journal Of Synergi In Law, Criminal And Justice Journal of Shoutheast Asian Islam and Society (JSEAIS) Al-Hayat: Journal of Islamic Education Jurnal Kolaborasi Akademika Media for Empowerment, Mobilization, and Innovation in Research & Community Journal of Primary Education Innovation and Research SainsTech Innovation Journal Tilawah: Journal of Al-Qur'an Studies Jurnal Ilmiah Mandalika Education International Journal for Advanced Research
Muliadi
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Journal : Journal of Embedded Systems, Security and Intelligent Systems

 1 
Development of an IoT-Based Home Security System Prototype Using Multisensors and ESP32-CAM Nannung, Jumita; Sa'ban Miru, Alimuddin; Muliadi; Gunawan
Journal of Embedded Systems, Security and Intelligent Systems Vol 6, No 2 (2025): June 2025
Publisher : Program Studi Teknik Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/jessi.v6i2.8456

Abstract

Advancements in information technology have driven the development of home security systems based on the Internet of Things (IoT). This study aims to design a home security system using ESP32-CAM, multisensors, and Telegram for real-time monitoring. The system features face recognition using the Haar Cascade and LBPH algorithms, along with DHT22 and MQ-2 sensors to monitor temperature, humidity, and hazardous gases. The development method used is the prototype model. Testing results showed a face recognition accuracy of 95.31% and the ability to detect temperatures above 40°C and gas concentrations exceeding 300 PPM. The system performs optimally at a distance of 35–150 cm but is limited by extreme lighting and facial angle variations. In conclusion, the system enhances home surveillance effectiveness through real-time monitoring and reliable remote access control
Implementatiton of the Random Forest Regression Algorithm for Predicting Maize Yields Pyrda Monica; Muliadi; Abdul Rahman Patta
Journal of Embedded Systems, Security and Intelligent Systems Vol 6, No 3 (2025): September 2025
Publisher : Program Studi Teknik Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/jessi.v6i3.9540

Abstract

This study aims to implement the Random Forest Regression algorithm to predict maize yields in North Luwu Regency, South Sulawesi. Historical data from 2020–2024 were used, with variables including planting area, harvested area, productivity, and production. The study follows the CRISP-DM methodology, which includes the stages of business understanding, data understanding, data preparation, modeling, evaluation, and deployment. Modeling was carried out using Google Colab with GPU/TPU support and Google Drive integration. The dataset was divided into 80% training data and 20% testing data. The model was developed with parameters such as max_depth = 10 and n_estimators = 200. Evaluation results indicated excellent performance, with an R² value of 0.9974, RMSE of 42.98 (4.02%), MAE of 26.188 (2.45%), and MAPE of 7.12%, all of which fall under the “excellent” category. The trained model was then integrated into a website to facilitate users in predicting maize production based on input variables. Questionnaire results from 10 respondents showed a very high satisfaction level, with an average score of 96.6%, classified as excellent.
Internet of Things (Iot)-based Overcurrent Protection and Detection Device for Household Eletrical Safety Muliadi; Muhammad Mahdinul Bahar; Aulia Sabril; Muhammad Riska
Journal of Embedded Systems, Security and Intelligent Systems Vol 6, No 4 (2025): Desember 2025
Publisher : Program Studi Teknik Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/jessi.v6i4.11715

Abstract

The increasing risk of electrical fires caused by overcurrent, overheating cables, and the lack of early monitoring mechanisms in conventional household electrical protection systems has become a significant safety concern, as most protection devices only disconnect power without providing real-time monitoring or early warnings. This study aims to develop an Internet of Things (IoT)-based electrical protection system capable of detecting abnormal electrical conditions and providing early warning notifications. The system uses an ESP32 microcontroller integrated with several sensors, including the PZEM-004T sensor to monitor electrical parameters, the DS18B20 sensor to detect cable temperature, the MQ-2 sensor for smoke detection, and a flame sensor for fire detection. The research methodology includes system design, hardware and software integration, and performance testing through sensor functionality tests and response time measurements. The testing results show that the PZEM-004T sensor measured voltage in the range of 212.50–213.60 V and current around 1.95–1.96 A during testing. The DS18B20 sensor recorded temperatures between 27.81°C and 28.94°C with an average response time of 12.05 seconds when the threshold was exceeded. The MQ-2 sensor achieved a 100% success rate in detecting smoke, while the flame sensor detected fire in approximately 85% of the trials, with response times of 1.4 seconds and 1.7 seconds before triggering automatic power disconnection via a relay. The system also transmitted monitoring data and warning notifications through a web application and Telegram using cloud-based IoT communication, demonstrating its potential to improve household electrical safety through integrated monitoring, automatic protection, and early warning notifications.
Co-Authors A.A. Ketut Agung Cahyawan W Abd. Hafid Abd. Rahman Patta Abdul Fattah Nasution Abdul Karim Abdul Latif Abdul Muis Mappalotteng Abner Bumbungan Achmad Rizal Adean Mayasri Adrianda, Irsan Agitha, Nadiyasari Agus Rizal Aisyah Maydina Ajrun Karim Akbar Prayoga Aldy Ramadhan Alifah Nur Alfiyyah Amani, Risca Amin, Kasma Amna, Nurlaila Andi Farmadi Andi Farmandi Andi Haldina Dwi Ramadhani Andi Ihwan Andriani, Cut Yessi Anjar Pranggawan Azhari Ardila Eltari Ningtiyas Arlina Arnita Asriadi Asyadi, Teuku Murisal Atri Sandi Aulia Sabril Awal Nusantara Ayu Widya Lestari Bayu Hadi Sudrajat Cahaya Maharani Sitompul Cahayani, An’gun Chalida Alfany Dedi Iskandar Desti Suci Safitri Difa Fitria Dini Rosyida Dira Ayu Annisa Dodon Turianto Nugrahadi Duyo, Rizal A Dwi Kartini Dwi Kartini, Dwi Eddy Sutadji Emma Andini Erlianita, Noor Fadhli, Cut Fadillah, M. Surya Fahrul Rozi Fajriani Nurl, Anisa Fatma Indriani Fauzan Fitri, Rati Saktia Fridawati, Titit Friska Abadi Gugus Rahmadi Gunawan Gunawan, Khairol Hafid, Abd Halimah Hasibuan, Helviana Hasita Dwi Putri Havna Hendrawan Herman, Marlinda Hermiati, Arya Syifa Herri Muliadi Huynh, Phuoc-Hai Indah Nahdiat Isrori Irensi Seppa, Yusi Irhami Irwan Budiman Irwan Budiman Isnandar Itqan Mazdadi, Muhammad Jahada Haluti, Islamiyati Jamaludin, Masdar Joko Sampurno Khairun Nisa Marpaung Kholipatul Hasanah Kurnia Prima Putra Kurniawan, Indra Reza Linda Kurnia Mustafa M. Fauzi Rifqi M. Teguh Jaka Satya Samudra Jati Suara Mahsur Marzuki Mashfufah Maulani Mochammad Imron Awalludin Muh. Ishak Jumarang Muh. Jaelani Suwardy Muhamad Fawwaz Akbar Muhammad Denny Ersyadi Rahman Muhammad Itqan Mazdadi Muhammad Latief Saputra Muhammad Mahdinul Bahar Muhammad Marwin Muhammad Maulana Muhammad Maulana Muhammad Nadim Mubaarok Muhammad Reza Faisal, Muhammad Reza Muhammad Riska Muhardi Mulyantika, Dea Ambar Musa, Ratna Mustari S. Lamada Muzafar Nafis Satul Khasanah Nanda Wafiya Nannung, Jumita Nirwana, Hafsah Nugraha, Muhammad Amir Nurhastuti Nurlaila Amna Perdhana, Radhitya Pirjatullah Prastya, Septyan Eka Pyrda Monica Qaaf, Muhammad Alfath Radityo Adi Nugroho Rahmahtrisilvia Rahman Hadi Rahman Ramadhan, Rafsanjani Ramadhani, Maudy Rati Saktia Fitri Reza Faisal, Mohammad Riana T. Mangesa Ridwan, M. Arif Rina Sasmita Alfani Risdawati, Irsyam Rivai, Andi Muhammad Riza Adriat Rizka Fadliah Nur Rosmalah Rudy Herteno Ruslan Sa'ban Miru, Alimuddin sahar, resti Saragih, Sry Ningsih Saragih, Triando Hamonangan Satria Putra, Yoga Siena, Laifansan Sindi Hikmala Siti Syarifah Wafiqah Wardah Sitti Jauhar, Sitti Situngkir, Andreas Henfri Sri Indah Setiyaningsih MSM Sudarto Sugeng A. Karim Syahrul Syamsuddin Syamsuddin Sylva Rahmah Hafiz Syukri Taufiq, Wildan Tengku Riza Zarzani N Tsaputra, Antoni Udin Sidik Sidin Ulantari Suhal Ulfa Khairina Uswatun Hasanah Wahyu Caesarendra Wahyu Hidayat M Wahyu Muhammad Abdul Wahid Wasik, Abdul Waulandari, Elysa Widia Rahayu Widiyanti Widiyanti Wisnu Bekti Nugraha Yulia Azmi Khotimah Yulisnaeni, Sri Yunida, Rahmi Yunizar, Muhammad Yuris Sutanto Zainuri, Hamzah Zamzam, Yra Fatria Zulfian Zulfian