2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)最新文献

Selection of Education Assistance Recipients Based on AHP and SAW 基于AHP和SAW的教育援助受助人选择

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855329

Gatot Tri Pranoto, Dwi Pebrianti, M. Darwis, Yaddarabullah, Erneza Dewi Krishnasari

{"title":"Selection of Education Assistance Recipients Based on AHP and SAW","authors":"Gatot Tri Pranoto, Dwi Pebrianti, M. Darwis, Yaddarabullah, Erneza Dewi Krishnasari","doi":"10.1109/ISITIA56226.2022.9855329","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855329","url":null,"abstract":"The final decision of the educational assistance recipient in GNOTA Foundation, Jakarta is still processed manually. They usually only look at the father’s occupation criteria without looking at other criteria such as the age of the child, the child’s orphan status, the occupation of mother, the age of father, the age of mother and other scholarships received. GNOTA Foundation needs to implement a Decision Support System (DSS) for the selection process, so the results are fast and on target. This research applies the Analytical Hierarchy Process (AHP) and Simple Additive Weighting (SAW) methods for the selection of education assistance recipients so the criteria can be weighted and the prospective recipient students can be ranked. This research determines the priority weight and importance of each criterion, namely the age of child age (0.18), the status of child (0.22), the occupation of father (0.08), the occupation of mother (0.06), the age of father (0.05), the age of mother (0.04) and other scholarship assistance (0.36). The results of the weighting of these criteria have been tested and declared consistent through the Consistency Ratio (CR) value of 0.070. This study also produces a list of the best ranking students who are prospective recipients of educational assistance. The ranking results have been tested based on compliance with the provisions of the GNOTA Foundation of 92.91%. The system in this study was developed using a prototyping system development model and utilizing the Unified Modeling Language (UML) tool. The prototype functionality in this study works well by using the Blackbox Testing (BBT) model based on Equivalence Partitioning. In addition, the level of user acceptance of the prototype in this study was 81.2% using the Technology Acceptance Method (TAM).","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115103074","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Optimization Control Strategy of Battery-Supercapacitor to Mitigate PV Power Fluctuation using Dynamic Programming Algorithm 基于动态规划算法的电池-超级电容器抑制光伏发电功率波动的优化控制策略

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855298

Ari Kusuma Wardana, Soedibyo, Vita Lystianingrum Budiharto Putri

引用次数: 0

Piano Multi-Pitch Estimator Using CNN-Stacked LSTM 基于cnn -堆叠LSTM的钢琴多音高估计

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855215

Christhopher Ravian Hartono, Salim Hartono, Benyamin Budiharja, Ivan Sebastian Edbert, Derwin Suhartono

引用次数: 0

Design of Two-Stage Charge Equalizer with Modularized Cell Selection Switches for Series-Connected Lithium-Ion Battery 带模块化电池选择开关的串联锂离子电池两级充电均衡器设计

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855316

H. Suryoatmojo, Feby Agung Pamudji, Ramadhan S. Fikri, D. Riawan, Ahmad Firyal Adila, R. Mardiyanto

{"title":"Design of Two-Stage Charge Equalizer with Modularized Cell Selection Switches for Series-Connected Lithium-Ion Battery","authors":"H. Suryoatmojo, Feby Agung Pamudji, Ramadhan S. Fikri, D. Riawan, Ahmad Firyal Adila, R. Mardiyanto","doi":"10.1109/ISITIA56226.2022.9855316","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855316","url":null,"abstract":"The equalizer is required to reduce the voltage imbalance of series-connected lithium-ion batteries to achieve efficient and safe operations. Repeated charging and discharging energy to the lithium-ion battery can cause a charge imbalance between the battery cells, as each battery cell has an unavoidable difference in chemical and electrical characteristics. An imbalance of the battery cells will reduce the total storage capacity and decrease the lifetime. This paper proposed a two-stage charge equalizer with modularized cell selection switches for voltage imbalance detection. Two-stage flyback converters were used along with three battery cells. The cell selection switches were used to avoid overcharging or undercharging in one of the cells during the charging process. In addition, the two-stage charge equalizer method operated properly since modulation of the cell selection switch of the lithium-ion battery charging process arranged in series has worked safely and made the battery life longer. The battery charge equalizer implementation worked well with a voltage difference of 10 mV for each battery cell. The duration of the equalization process depends on the voltage difference between the tested battery cells. Furthermore, the charging equalization can be optimally improved according to the experimental results.","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128140075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Dengue Fever Distribution Network Model Using Fuzzy Analytic Hierarchy Process (FAHP) 基于模糊层次分析法的登革热分布网络模型

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855334

Khaerul Umam, Wiwik Anggraeni, E. M. Yuniarno, M. Purnomo

{"title":"Dengue Fever Distribution Network Model Using Fuzzy Analytic Hierarchy Process (FAHP)","authors":"Khaerul Umam, Wiwik Anggraeni, E. M. Yuniarno, M. Purnomo","doi":"10.1109/ISITIA56226.2022.9855334","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855334","url":null,"abstract":"Dengue fever (DHF) is a disease caused by the dengue virus that is transmitted from person to person through mosquito bites. The number of dengue fever cases in Indonesia is still very high, especially in Malang regency, East Java province. It is necessary to have a model for the spread of dengue fever with the spread dynamics that can develop quickly to be used as guide information. The depiction of a dengue spread model can be a network where nodes are described as regions while links are defined as the result of probability weights on regions. The previous research has developed a dynamic model of dengue fever spread where there is an interaction between nodes that describe the shape of the network and related direction if there is a case of dengue fever in the region. But the study only pays attention to indicators of the presence or absence of dengue cases in the area to describe the spread of dengue fever. In addition to the number of dengue cases in the area, several factors need to be considered in the spread of dengue fever, such as average temperature, flick-free rate, average humidity, and population density. Therefore, development is needed by considering several parameters that affect the spread to see a region’s potential for dengue fever outbreaks. In this study, the authors propose a further calculation that is used to determine the potential weight of multiple attributes using the Fuzzy Analytic Hierarchy Process to see the potential of a region to the outbreak of dengue fever. Experiments show that the proposed method can provide a model of dengue fever spread with a different number of links to previous studies due to considering the probability values of several factors in the area.","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130083982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Moving Image YOLOv3 Process Comparison with Multiple Resolutions and Frames-per-Second 动态图像YOLOv3在多分辨率和帧率下的处理比较

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855267

Moh Noor Al-Azam, Mochamad Mizanul Achlaq, Cahyo Darujati

{"title":"Moving Image YOLOv3 Process Comparison with Multiple Resolutions and Frames-per-Second","authors":"Moh Noor Al-Azam, Mochamad Mizanul Achlaq, Cahyo Darujati","doi":"10.1109/ISITIA56226.2022.9855267","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855267","url":null,"abstract":"Many city/district governments have installed Closed-Circuit Television (CCTV) on the streets as a form of their smart city. This CCTV installation is usually only useful as a recording of events at a location that needs to be seen at a time. Actually, with the same capital, moving image recordings produced by CCTV can also be used for various things, such as vehicle counters that can show the level of road density. In this paper, the researcher tries to use “You Only Look Once” or YOLO with several configurations of the moving image feature to recognize objects as vehicles. Because one factor that need to be considered in object detection for moving images is the need for large computational resources and long processing time. This study examines the effect of reducing the resolution size feature and the number of frames per second (fps) of moving images in the YOLO process, to obtain optimal use of computing resources and processing time. Reducing the resolution and the number of frames per second does not have much effect on the use of Central Processing Unit (CPU) computing resources used by researchers, which is around 9S.5l% on average (with Xeon 8 cores). However, it can reduce processing time by up to 70%.","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"62 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131047781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Keynote Lectures 2: Current Status of Artificial Intelligence Related Research 主题演讲2:人工智能相关研究现状

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/isitia56226.2022.9855349

K. Arai

引用次数: 0

Power System Stabilizer Tuning Improvement for Single-Machine Infinite Bus using Equilibrium Optimizer Algorithm 利用平衡优化算法改进单机无限母线电力系统稳定器整定

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855203

Mohamad Almas Prakasa, I. Robandi

引用次数: 4

The Dielectric Power of Mixed Gas Insulation of SF₆-CO₂ and SF₆-N₂ SF₆-CO₂和SF₆-N₂混合气体绝缘的介电功率

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855261

Y. Siregar, Hendra Zulkarnain, Muhammad Fajar Safar Yesa

{"title":"The Dielectric Power of Mixed Gas Insulation of SF₆-CO₂ and SF₆-N₂","authors":"Y. Siregar, Hendra Zulkarnain, Muhammad Fajar Safar Yesa","doi":"10.1109/ISITIA56226.2022.9855261","DOIUrl":"https://doi.org/10.1109/ISITIA56226.2022.9855261","url":null,"abstract":"Some high-voltage equipment uses gas as an insulating or cooling medium in its operation, like a power breaker that uses gas to extinguish its arc. In its performance, the dielectric strength of the gas material must meet the standards so that the circuit breaker can operate properly. One of the insulating gases with excellent dielectric strength is sulfur hexafluoride (SF6) gas, but it is known that its continuous and excessive use can damage the environment. Because of this problem, many studies have been carried out by mixing SF6 with other insulating gases such as Carbon dioxide (CO2) and Nitrogen (N2) to find safe gases for the environment but still prioritize the dielectric strength the gas. This paper researches a gas mixture of SF6 with CO2 and SF6 with N2, which aims to determine the dielectric strength of the gas mixture after experiencing electricity penetration many times. The test was carried out using spherical electrodes with a diameter of 5 cm with an electric breakdown of 40 times at a pressure of 1 bar. The study result was found that the number of electrical breakdowns experienced by each gas mixture causes the dielectric strength of the gas to decrease.","PeriodicalId":354646,"journal":{"name":"2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125009107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Robot Operating System (ROS) Framework for Swarm Drone Flight Controller 蜂群无人机飞行控制器的机器人操作系统框架

2022 International Seminar on Intelligent Technology and Its Applications (ISITIA) Pub Date : 2022-07-20 DOI: 10.1109/ISITIA56226.2022.9855356

R. Mardiyanto, Muhamad Natual Hisak, T. Mujiono, H. Suryoatmojo

引用次数: 2