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INFOKUM
Published by SEAN INSTITUTE
ISSN : 23029706     EISSN : 27224635     DOI : -
Core Subject : Science,
Computer Science & IT
The INFOKUM a scientific journal of Decision support sistem , expert system and artificial inteligens which includes scholarly writings on pure research and applied research in the field of information systems and information technology as well as a review-general review of the development of the theory, methods, and related applied sciences. Software Engineering. Image Processing Datamining Artificial Neural Networks
Arjuna Subject : Ilmu Komputer (semua kategori) - Kecerdasan Buatan
Articles 842 Documents
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An Efficiency Energy And Load Supply Control (Ats) Illumination Of University Pembangunan Pancabudi Based On Solar Power Load Supply Teja Priyana; Solly Aryza; Adi Sastra Tarigan
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

Workload analysis is an effort to calculate the workload on the work unit by adding up all the workloads and then dividing by the individual work capacity per unit of time. This study aims to determine the need for health workers (paramedics) by calculating the difference between the ideal number of paramedics (nurses and pharmacists) and the reality (WISN difference) and calculating the workload at Royal Prima University Medan. This type of research is descriptive with quantitative methods. and qualitatively simultaneously to analyze the workload and obtain the number of paramedical staff, namely nursing and pharmacy staff based on the Workload Indicator Staffing Need (WISN) method.
Predictive Maintenance Analysis In Predicting Equipment Damage In Balance Of Plant (BOP) Area (Pangkalan Susu Power Plant Case Study) Tri Satria Tegar; Solly Aryza; Hamdani
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

Along with the increasing demand for electricity use in Indonesia, especially north Sumatra, PT. PLN (PERSERO) built a coal-fired steam power plant. With the existence of this steam power plant, it can help the country's electricity supply, especially in Sumatra. As is known that steam power plants are plants that have a high potential for equipment damage, especially the Balance of Plant (BOP) area. Therefore, a team is formed that can overcome and identify equipment damage with certain tools, called the Predictive Maintenance team. Predictive Maintenance (PdM) techniques are designed specifically to help determine the condition of equipment assets used as a reference for predictions for when asset maintenance activities should be carried out. Predictive Maintenance (PdM) is a form of maintenance that directly monitors the condition and performance of equipment during normal operation to reduce damage or failures in the future. The main tools used for Predictive Maintenance are Vibration Meter and Infrared Thermography. And the equipment has standards or limits resulting from trending measurement data and also has international standards as a reference. There was damage to one of the Balance of Plant (BOP) equipment, which is Demineralized (DM) Pump that causes the supply of demineralized water to the unit to be reduced and the unit load cannot be increased to maximum. With predictive maintenance (PdM) analysis, it can be quickly identified that the damage was in the drive end (DE) motor bearing of the demineralized equipment (DM) pump. Replacement of bearing on the Demineralized motor (DM) can maximize the performance of the unit so as to make an electrical energy saving of 1,095,360 kWh. In addition, it also has financial benefits of Rp. 681,781,917,-
Design Of Vehicle Data Security System And Vehicle Number Certificate Of UNPAB Lecturers And Students Based On NFC Muhammad Syam Pratama Batubara; Solly Aryza; Adi Tarigan
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

The rapid development of information and communication technology, including the development of detection and security technology, makes smartphone functionality more powerful, including not only as a communication tool but also as a source of information. In this study discussed the detection of lecturers and students' vehicles with NFC-based vehicle number letters where the rapid development of information and communication technology is directly related to the community's need for information that aims to facilitate the collection of increasingly sophisticated cars. This Android-based app can read information about the car, especially tags that contain vehicle certificates.
Study Of Reliability Of Smart Parking Systems Based On Microcontroller Esp 8266 NodeMcu Adril Arnas; Solly Aryza; Hamdani
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

Automatic system is a process to control the operation of an a tool that can automatically replace the role of humans. One of the industries that is also experiencing rapid progress is in the field of parking (Smart Parking) for vehicles, both two-wheeled and four-wheeled vehicles. The current parking system still uses a lot of conventional parking systems that only utilize parking lots and parking attendants who control each incoming vehicle and also often do not pay attention to the capacity of the parking lot owned by a building. The research describes a design to build a parking prototype to make it easier for drivers to find empty parking slots. The tool that will be built will start when the car enters the parking area and is detected by the TCRT-5000 sensor, then the servo opens the gate at the command of the Arduino and the driver looks for an empty parking lot. The driver can see the empty parking slots through the parking application that is connected to the database through the Esp 8266 NodeMcu. The LCD will issue an output in the form of letters and numbers.
Design Of Mobile Shopping Cart Robot Based On IoT(Internet Of Thing) Hanafi Ramadhana; Solly Aryza; Siti Anisah
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

Many people are shopping in supermarkets so that baskets and trolleys are usually provided to carry groceries, resulting in frequent cases such as missing or confused baskets. As a result of these problems, a new method is needed in dealing with the problem of swapping shopping cart trolleys. This study describes information about automatic customer follower trolley robots based on image processing and microcontrollers. The design of this control system uses an Arduino Pro Mini Microcontroller which is connected to GPS, Ultrasonic sensors, ESP 8266, and DC motors. Ultrasonic Sensors, The author's purpose is to make research on this trolley robot to make it easier and more comfortable for supermarket customers to shop and carry their groceries, where the trolley is made to be able to follow the user's movements without the need to push it so that customers just have to choose the items they buy and customers can walk in front of their shopping trolleys. The additional devices needed to move the trolley automatically include cameras, microcontrollers, DC motors, servo motors, motor drivers, and batteries mounted on the trolley. Image processing uses a camera on a system that is made to work by detecting the color of the object that has been determined to determine the distance of the object from the trolley. The method used to process image processing is a hue-based color filtering algorithm. So that in its use the trolley is able to move automatically following the customer. The final result of this automatic follower trolley design is a success rate of 80% with the maximum distance between the object and the trolley is 5.65m.
Design Of Digital Smart Board As A New Information Media With Arduino Control Hardian Saputra; Solly Aryza; Siti Anisah
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

The development of information media at this time many Changes are increasingly rapid in the field of information and digital technology, where at this time everyone can see how examples of digital technology that are around us such as information tools or announcements in digital form, for example, such as a Smart Board which is a tool that functions to display information, advertisements, warnings and others that are formal or informal. Therefore, digital smart boards are needed in this developing era where this research has a specific purpose and gives an attractive impression when viewed by the public. Arduino Uno microcontroller as the controller. Where all information and displays are presented in the LED Dot Matrix and controlled by Android and then transferred via Bluetooth from a certain distance. From the results of this design analysis, it can be concluded that in the microcontroller, Arduino Uno and controlled by Android via Bluetooth, various kinds of word characters a welcome display that can be controlled by android via data transfer using via bluetooth and displays word characters in the Led Dot Matrix.
Analysis Of Reduce Technical Loss Of Energy Due To Unbalanced Loading At Home Connections Using MPR Innovation (Reduce Technical Loss From House Connections) 20 kV Distribution At PT PLN (Persero) Hartadi Constatius Duheta; Solly Aryza; Siti Anisah
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

PT PLN (Persero) has several ULP throughout Indonesia with a loss of 4-7%. Factors that cause shrinkage include the loss of electrical energy due to an imbalance in the use of electrical loads that are not balanced in each phase. The loss reduction program to overcome these problems, one of which uses the MPR method of load balancing (Reducing Technical Loss from House Connections) in New Installs, with more customers and increasing kWH sales growth, very important in controlling losses from balancing the transformer load. The results of the analysis of 10 samples of 20 kV Distribution Transformers in Feeders showed a decrease in transformer load imbalance >30% which previously amounted to 3 transformers to 1 transformer and a decrease or saving of 18.612 kWh at peak load.
File Hiding Application On Digital Images With Five Modulus Method Roby Alfian; Arpan; Sri Wahyuni
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

Steganography is an art and study of invisible communication from confidential data on a multimedia carrier such as image, audio and video files. The most popular steganography method is the LSB (Least Significant Bit) method. However, the LSB method is very vulnerable to attack using basic image processing operations. In 2013, Jassim applied the Five Modulus method in the steganography process. The Five Modulus method will solve a digital image into a set of image subblocks called n x n sizes. Secret messages will be inserted in the window. According to Jassim, the smaller the window size, the more secret messages can be inserted into the image. The resulting steganography software can hide confidential data into a digital image. Secret data stored in the stego image can be extracted out in the extraction process
Study Of Reliability Of Over Current Relay (OCR) On Power Transformer Based On Matrix Laboratory Ryan Rivaldi Simatupang; Solly Aryza; Hamdani
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

Distribution of electrical energy by There are many aspects that need to be considered, one of which is the reliability of the protection system. The protection system is a system that functions to prevent or limit damage to equipment due to interference and in the distribution of the electric power system cannot be separated from interference, therefore a protection is needed so that electrical energy can be channeled to consumers properly, where the types of protection include: overcurrent relay. This study describes an overcurrent detector that exceeds a predetermined setting value, whether caused by a short circuit between phases or an overload, from the calculation of the interphase fault current that occurs, the largest value of the short circuit fault current between phases is located at the 0% point. of 8113.79 Ampere and the smallest value of short-circuit fault current between phases is located at the 100% point of 1208.10 Ampere and comparison with experiments using the Matrix Laboratory (MATLAB) application obtained results that are not too far from the results of manual calculations.
Smart Infusation Patient Based On Microcontroller And Ecogreen Zaid Syahluthfy; Solly Aryza; Adi Tarigan
INFOKUM Vol. 10 No. 1 (2021): Desember, Data Mining, Image Processing, and artificial intelligence
Publisher : Sean Institute

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Abstract

An infusion Patient is a device used to provide food or medicine to patients in liquid form. In some hospitals, intravenous fluids were still administered manually, patients were given intravenous fluids and medical staff needs to pay attention to the clock at the same time counted the number of fluid drops per minute. Therefore, in this study, a device was designed to control the infusion drip. Where the framework of this tool is made of aluminum, acrylic, and wooden rods, and the voltage source is an electrical circuit that is connected in parallel with a 12-volt battery. Use an LED and a photodiode to read the droplet and the tip of the droplet. The automatic mechanical drive of the system uses a servomotor. To enter the desired number of drops via the keypad will sound an alarm as an indicator that the liquid is insufficient and not dripping. The main controller is the ATMega16AVR microcontroller. The programming language used for programming is CodeVision AVR Evaluation V2.05.0. Using the above components, the tool can detect the number of droplets that can be injected with a maximum error of 4.54%. You can add sensors or change the automatic mechanism of the system for faster stability.

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