IS-USG: INTELLIGENCE SYSTEM ULTRASONOGRAPHY Machine Learning Implementation for Recognition of Pregnant Sheep in Gumukmas Multifarm Jember
Journal Title: Engineering and Technology Journal - Year 2024, Vol 9, Issue 10
Abstract
In 2023, the government's program related to food independence emphasizes the importance of meat independence, including goat meat. CV. Gumukmas Multi Farm Jember faces several challenges in managing pregnant sheep, such as early detection of pregnancy, preventing abortion, and managing sheep health history. Therefore, the Intelligence System Ultrasonography (IS-USG) system was developed to detect sheep pregnancy more accurately and integrate medical data with the help of machine learning. This system allows automatic monitoring of pregnancy conditions and fetal health, and recommends interventions such as probiotic feeding. IS-USG is implemented using a web and mobile-based client-server architecture, with Laravel and MySQL backends, and RESTful API integration for real-time data synchronization. Testing was conducted to evaluate the effectiveness of the system, and initial results showed that this system can improve sheep reproductive management, accelerate pregnancy detection, and minimize the risk of birth failure.
Authors and Affiliations
Denny TriasUtomo , Hariadi Subagja , Nilla Putri Rosidania , Ammar Akhtar Addany , Mohammad Rizal Maulana Najib , Adhe Wahyu Trilaksana , Septiananda Rifqi Nurhidayat,
Keywords
Related Articles
- EP ID EP749828
- DOI 10.47191/etj/v9i10.29
- Views 51
- Downloads 1
THE MODULATORY EFFECTS OF HORMONES ON SATO, RAJO AND TAMO GUNA
Hormones are a substance which, produced in any one part of an organism, is transferred to another part and there influences a specific physiological process. Hormones are chemical messengers which can trigger genetic fl...
Impacts of On-board Energy Storage Devices on the Energy Consumption of Train Operations
Urban rail transit systems consume significant electrical power, with traction accounting for 50% of the total energy (from China Urban Rail Transit Association [1]). As operational mileage and vehicle counts rise, so do...
DESIGN DESIGN AND CONSTRUCTION OF HOME-MADE SOURCE MEASURE UNIT
The voltage values used in an IV measurement often depend on the specific electronic components being tested. For example, to test a solar cell, voltage values in the range of -3 V - 3 V are sufficient, while for an LED...
Review: Deep Learning and Fuzzy Logic Applications
The modeling and prediction field bosses a variety of practical applications, deep learning is a powerful tool used in this field. It has been proved that deep learning is a useful technique for extracting extremely ac...
EFFECT OF ADDING GLASS FIBRE REINFORCED CONCRETE TOPPING ON FLEXURAL BEHAVIOUR OF HOLLOW CORE SLAB UNITS
This paper presents an experimental study regarding the effect of using glass fibre reinforced concrete topping on flexural capacity of hollow core precast prestressed slab units. Two glass fibre reinforced concrete (GFR...