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Development of an IoT-Based Smart Medication Dispenser with Real-Time Monitoring to Improve Patient Medication Adherence Rafi Abdurrohim; Abdullah Hanif; Karyo Budi Utomo
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 6 No. 1 (2026): October 2026
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v6i1.2663

Abstract

Patient medication adherence in Indonesia remains a serious challenge, with reported non-adherence rates reaching 57% among chronic-disease patients, while conventional manual supervision by medical staff is time-consuming and prone to human error. This study aims to design and build a prototype of an Internet of Things (IoT)-based Smart Medication Dispenser equipped with real-time monitoring to improve patient medication adherence in a hospital environment. The system is built around an ESP32 microcontroller integrated with a DS3231 real-time clock for schedule accuracy, an RFID module for staff and patient authentication, a servo motor as the dispensing actuator, an ultrasonic sensor for retrieval verification, a DHT22 sensor for storage-condition monitoring, and a buzzer with an LCD for audio-visual notification. Activity data is transmitted to Google Firebase and displayed on a web dashboard for remote monitoring. The system was evaluated using the black-box testing method across seven functional scenarios covering initialization, staff configuration access, schedule notification, patient verification, retrieval confirmation, and timeout handling. The results show that all tested scenarios executed successfully: the system accurately dispensed medication according to schedule, restricted configuration access to authenticated staff only, and reliably logged and transmitted retrieval status—including "Successfully Taken", "Skipped", and "Not Taken" conditions—to the dashboard in real time. These findings indicate that the developed prototype can serve as a practical and reliable technological solution to support medication-adherence monitoring in clinical settings.
Pelatihan Aplikasi Pendataan Penduduk untuk Pengurus RT Kota Samarinda Ahmad Rofiq Hakim; Karyo Budi Utomo; Irwansyah; Agus Triyono; Wahyuni Ekasari
Jurnal ETAM Vol. 4 No. 2 (2024): JUNE
Publisher : Politeknik Negeri Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46964/etam.v4i2.699

Abstract

Pelatihan Aplikasi Pendataan Penduduk untuk Pengurus RT Kota Samarinda merupakan program pelatihan yang ditujukan kepada para pengurus Rukun Tetangga (RT) di Kota Samarinda untuk meningkatkan kemampuan mereka dalam mengelola data penduduk secara efisien. Pelatihan ini bertujuan untuk memperkenalkan dan memberikan pemahaman kepada peserta mengenai penggunaan aplikasi pendataan penduduk yang dapat mempermudah proses pengumpulan, pengolahan, dan pemeliharaan data penduduk di tingkat RT.Selama pelatihan, peserta akan diberikan pengetahuan dan keterampilan dasar dalam penggunaan aplikasi pendataan penduduk yang mencakup pendaftaran penduduk baru, pemutakhiran data penduduk, pencatatan perubahan status penduduk, dan manajemen data penduduk secara keseluruhan. Pelatihan juga akan melibatkan sesi praktik langsung menggunakan aplikasi, sehingga peserta dapat mengaplikasikan pengetahuan yang telah mereka peroleh. Dengan adanya pelatihan ini, diharapkan para pengurus RT di Kota Samarinda akan mampu menjalankan tugas mereka dengan lebih efektif dan efisien dalam mengelola data penduduk. Aplikasi pendataan penduduk akan membantu mengurangi risiko kesalahan data, meningkatkan akurasi informasi penduduk, dan mempercepat proses pengambilan keputusan berdasarkan data yang valid. Dalam jangka panjang, hal ini diharapkan dapat berdampak positif terhadap pembangunan dan perencanaan kota Samarinda, serta pelayanan publik yang lebih baik kepada warga masyarakat.
Robot Line Follower sebagai Alat Permainan Edukatif bagi Anak Usia Dini: Line Follower Robot as An Educational Game Media for Early Childhood Wahyuni Eka Sari; Agus Triyono; Irwansyah; Karyo Budi Utomo; Ahmad Rofiq Hakim
Jurnal ETAM Vol. 4 No. 3 (2024): OCTOBER
Publisher : Politeknik Negeri Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46964/etam.v4i3.1039

Abstract

Fine motor skills in children that involve movements using small muscles in the hands and wrists need to be trained through writing, eating, dressing, and playing activities. These skills develop gradually from birth to adulthood and require regular practice. One of the play activities to train fine motor skills in early childhood is assembling robots. This activity can improve children's fine motor skills, improve hand-eye coordination, dexterity, accuracy, strength, creativity, problem solving, and spatial awareness. The robot used in this activity is a line follower robot. There are 3 types of robots used in this activity. This activity was carried out with students of Kartika V-16 Samarinda Kindergarten which began with interviews with teachers, preparing activity materials, and presenting materials while practicing them with students and parents. The results of this activity show that assembling robots from used goods is not only fun, but also educational and improves the relationship between parents and children. This activity can also be an effective and fun way to introduce children to the world of technology and support the development of their essential skills.
Pelatihan Desain Kemasan dan Perhitungan Harga Jual untuk Produk UMKM Desa Salo Palai Dwi Cahyadi; Amiril Azizah; Dita Andansari; Ratna Wulaningrum; Zainal Arifin; Ahyar M. Diah; Dedy Irawan; Karyo Budi Utomo; Suparno Suparno; Said Keliwar
Jurnal ETAM Vol. 5 No. 1 (2025): FEBRUARY
Publisher : Politeknik Negeri Samarinda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46964/etam.v5i1.1204

Abstract

Salo Palai Village is one of the villages in Kutai Kartanegara Regency, East Kalimantan. Salo Palai Village has several garden products such as pepper and other processed garden products such as banana chips, fruit syrup and so on. With garden products and processed garden products, this village has the potential to be able to develop the welfare of its community through MSMEs from several of these products. As an MSME business that continues to grow, good packaging and calculating the selling price of MSME products are things that should be considered in attracting and introducing their products to consumers in order to increase the value and number of sales of their products. By conducting lecture methods and direct training to participants, it will have a direct impact on them on how to design good packaging and promotions for MSMEs. Thus, community service activities in the field of design and promotion through financial calculations for product sales are expected to be an effort to provide an understanding of the importance of increasing sales value.