The hydroponic Smart Showcase is a modern agricultural innovation that requires real-time monitoring of light intensity to support plant growth. This study aims to implement a light intensity monitoring system based on Firebase Realtime Database. The system uses the BH1750 sensor to measure light intensity and an ESP8266 microcontroller to transmit data to Firebase. The stored data is displayed…
This study developed a Smart Health-Based Heart Rate and Oxygen Saturation Monitoring System for Inpatients utilizing Internet of Things (IoT) technology. The system is capable of simultaneously and remotely monitoring four inpatient rooms, thereby reducing direct physical contact with patients. Implementation using the MAX30102 sensor and NodeMCU ESP8266 as a microcontroller demonstrated an av…
This research develops a "Load Balancing System on the Smart Health Website Using the IP Hash Method." The load balancing system is designed to evenly distribute website traffic loads, allowing Smart Health users to access the platform without interruption. The system is built using Docker containers and NGINX as the core architecture. The results of the service quality tests show significant i…
The development of communication and information technology is currently growing rapidly. The performance of a network is very necessary, especially in terms of speed in data transmission. VLAN technology works by logically dividing the network into several subnets. LAN is a network in the broadcast domain. The application of the topology consists of three Switches that have different roles, on…
The development of robotics technology has encouraged the use of robot arms in various industrial sectors, especially in supporting automation and work efficiency. This research aims to develop a control system for a 4 Degree of Freedom (DOF) robot arm by utilizing wireless communication technology based on the ESP32 microcontroller and PS3 joystick. The system is designed to be able to control…
Bandwidth optimization is a crucial aspect in supporting network performance, especially when dealing with dynamic traffic. This research develops a Network Automation system based on Python, utilizing the Paramiko library, which is capable of performing automatic and adaptive configurations by implementing Load Balancing methods using Per Connection Classifier (PCC) techniques. Four testing sc…
Untuk menentukan cadangan migas suatu reservoir (lapangan) dapat dilakukan dengan metode kurva penurunan produksi (decline curve). Berdasarkan hasil evaluasinya, maka metode kurva penurunan produksi hanya menggunakan data laju produksi, data kumulatif produksi dan waktu produksi. Metode kurva penurunan produksi ini digunakan untuk menentukan Recoverable Reserve, Remaining Reserves, dan Remainin…
This study discusses the application of the Long Short-Term Memory (LSTM) method in aspect-based sentiment analysis of reviews on the Gojek application in the Google Play Store. By utilizing Word2Vec for word representation and Latent Dirichlet Allocation (LDA) for topic modeling, this research aims to identify and classify user sentiment regarding various features of the Gojek app, such as use…
In the industrial sector, sorting products based on size is a crucial step to maintain production quality and efficiency. This research focuses on the design and development of a box sorting tool that operates automatically by detecting the length of objects. The tool is controlled by a Mitsubishi Programmable Logic Controller (PLC) type FX1N-10MR, which functions to receive data from length se…
Telah dirancang sebuah alat yang berfungsi memberikan peringatan untuk mengganti filter cartridge air ketika filter dalam kondisi kotor. Penelitian ini menggunakan dua jenis filter cartridge, yaitu Filter CTO atau Carbon Block dan filter Polypropylene (PP) 10 mikron, masing-masing berukuran 10 inci. Waterflow sensor YF-S2021 digunakan untuk mendeteksi debit air serta mengukur volume air yang me…
The 2021 Indonesia Nutrition Status Survey (SSGI) shows that the stunting rate in Indonesia remains high at 24.4 percent, significantly higher than the target set in the 2020–2024 National Medium-Term Development Plan (RPJMN), which is 14 percent. The prevalence of stunting in Indonesia is recorded at 30.8 percent, which, although showing a decrease, still reflects the need for further effort…
The utilization of the internet in Indonesia is dominated by young people, specifically those aged 13-18 years (99.16%) and 19-34 years (98.64%), who use the internet for various purposes such as learning, working, and entertainment. Despite its numerous benefits, internet usage also poses risks, such as misuse for accessing negative content, including pornography, online gambling, and phishing…
Advances in technology present challenges in matching individual skills with appropriate job recommendations. This research develops a Natural Language Processing (NLP) based job recommendation system using Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) models. The research data is obtained from the Hugging Face and Kaggle public datasets, which include descriptions of wor…
The Internet of Things (IoT) has brought extraordinary innovation to the fields of education and industry. Devices that adopt this technology offer a variety of capabilities that vary greatly depending on their constituent components. In the agricultural sector, for example, automation of tasks can lead to higher efficiency and reduced production costs. However, the main challenge in developing…
This research develops a "Heart Rate and Oxygen Saturation Recorder System Based on Smart Health" using Internet of Things (IoT) technology. Through web-based monitoring, healthcare professionals can directly monitor patients' conditions remotely, reducing the risk of In Hospital Cardiac Arrest (IHCA). Implementation with MAX30102 sensor and NodeMCU ESP8266 shows an average absolute error in he…
agricultural production. LoRa technology is a data transmission tool using radio signals but has a wide range. With the various strengths that exist in the Internet of Things Agriculture in Indonesia is one of the fields that is a resource and is very important in people's lives. However, there are many aspects that need to be considered in managing agriculture to get optimal results. These asp…
With technology, the Internet of Things (IoT) system is the best choice for current technological developments. The implementation of technological developments applied in this project is using IoT Smart Farming to facilitate the plantation management process, where this system reduces manual labor. In the data designer, the model is described as a database schema for storing information about …
Analytical Hierarchy Process (AHP), salah satu jenis metode Multi Criteria Decision Making (MCDM) dan merupakan metode yang sangat sering digunakan. Permasalahan yang muncul pada AHP adalah kerentanan AHP terhadap adanya kemungkinan rank reversal atau pembalikan peringkat yang kerap terjadi. Rank Reversal Phenomenon (RRP) yaitu fenomena yang terjadi ketika suatu alternatif ditambahkan atau diha…
Penelitian ini bertujuan untuk merancang dan mengimplementasikan alat monitoring posisi sensor tanaman yang berbasis Gps dalam konteks sistem smart farming dengan integrasi Internet of Things (IoT) menggunakan mikrokontroller Esp32 dan platform blynk. Alat ini di rancang untuk memberikan pemantauan yang akurat dan real time terhadap posisi tanaman, memungkinkan petani untuk mengoptimalkan penge…
Smart Farming mengacu pada penerapan teknologi informasi dan komunikasi dalam kegiatan pertanian untuk meningkatkan efisiensi, produktivitas, dan keberlanjutan. Penerapan IoT dalam bidang pertanian ini adalah untuk mengotomatisasi semua aspek pertanian guna memudahkan dan meningkatkan efektivitas prosesnya. Projek ini dirancang untuk menyimpan dan mengelola data yang dihasilkan oleh sensor-sens…
Pertumbuhan teknologi dalam bidang pertanian semakin pesat dengan diperkenalkannya konsep Smart Farming. Penelitian ini bertujuan untuk merancang dan membangun sistem power supply yang menggunakan solar panel sebagai sumber energi pada alat pemantau tanaman di lingkungan Smart Farming. Solar panel dipilih sebagai sumber daya energi utama untuk mendukung keberlanjutan dan efisiensi operasional a…
By playing Internet the Of Things (IoT) to make easy for farmers to integrate soil conditions, farmers’ work is more efficient with design an IoT-based soil environmental monitoring website on smart farming. In design this soil environmental monitoring website, use Laravel as a web framework to monitoring soil conditions remotely can save farmers time. In design this website, the waterfall me…
Chest X-ray (CXR) images can diagnose lung diseases. However, diagnosis requires time and high accuracy, so an automated system is needed. In the process, the CXR image is first enhanced for image quality using Morphology Opening and Median filter, followed by data augmentation using rotation and flipping. CXR image segmentation using U-Net Batch Normalization is done by separating the lung obj…
The investigation into sorghum cultivation indicates that sorghum demands reduced fertilizer input, exhibits greater resilience to drought and unfavorable conditions, and possesses significant nutritional value. Sorghum serves as a food source and finds applications as animal feed and a raw material for bread production. Furthermore, it can use its biomass as an alternative energy source—this…
Internet of Things (IoT) is an innovation in the fields of education and industry, devices that adapt this technology have very diverse capabilities depending on their constituent components. There are many devices that apply this concept, for example in the agricultural sector, many tasks can be automated to make it easier and more cost-effective. This will keep production costs much lower. Ho…
Having an ideal body weight is a dream and desire for everyone. There are many ways to achieve this, such as regular exercise, managing diet, and, importantly, monitoring body conditions using a reliable and efficient measuring tool. Therefore, a device or system has been created that integrates height, weight, and body temperature measurements into one device, working automatically and based o…
Load balancing is a strategy implemented to distribute application traffic evenly across a number of backend servers, thereby ensuring optimal availability and performance. Zen Load Balancer is an open-source solution that can be used to carry out load balancing functions easily and efficiently. Docker is a platform that allows developers to package, distribute, and run applications in containe…
There are several previous studies which are the background for the author in formulating problems related to the prototype power supply system for solar cellbased plant monitoring tools, the final results of which will be sent to the computer wirelessly and the battery charging settings will be set and the results will be displayed via the web so that the tool can work. In accordance with the …
SNMP is a protocol required by network monitoring applications. Protocols can make recipients and senders of information able to communicate with each other. Maintaining network performance is an important thing to do for a company to achieve high service availability. In the first stage of research, a literature study is carried out to find several references related to the research being carr…
One of the important things that must be considered when raising chickens is feeding to determine the level of chicken production. Sudden or other activity over a long period of time often disrupts regular feeding. Therefore, a regular monitoring system for feeding is very necessary for breeders at this time. Feeding is carried out twice a day, namely in the morning at 07:00 WIB and in the afte…