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Sistem Keamanan Pintar Menggunakan Kamera Berbasis OpenCV 智能安全系统使用okapv基摄像头
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-06-26 DOI: 10.30871/jaee.v7i1.5017
Abdullah Sani, Randa Julianto, Hana Mutialif Maulidiah, Muhammad Jaka Wimbang Wicaksono
{"title":"Sistem Keamanan Pintar Menggunakan Kamera Berbasis OpenCV","authors":"Abdullah Sani, Randa Julianto, Hana Mutialif Maulidiah, Muhammad Jaka Wimbang Wicaksono","doi":"10.30871/jaee.v7i1.5017","DOIUrl":"https://doi.org/10.30871/jaee.v7i1.5017","url":null,"abstract":"Security is a condition that is free from denger, every individual has the right to feel safe in daily life or activities. As time goes by, the security level can be disrupted or dangerous things can happen beyond prediction, in other words, it can happen suddenly, therefore of course there must be a system development as a medium for anticipating this. With the aim of develop the system, it is necessary to design a system that can reduce crimes that are beyond human expectations. This system is called the Smart Security System which is a development of CCTV in general, this system uses cameras and smartphones as information media that will provide notifications to each individual to get notifications regarding real-time conditions in areas under camera surveillance via telegram. This system is assisted by Machine Learning in the form of OpenCV which is programmed on a Raspberry pi4 device which is connected directly to the camera to detect people ormovement in areas under CCTV monitoring so that it can immediately provide information to users which is sent via telegram in the form of video. It is hoped that with this system the level of security can be more effective so as to reduce the risk of theft in a room. From the results of the tests that have been carried out, it is found that to determine the effectiveness of the work of this study, an optimal distance is needed with a minimum distance range of 2 meters - 10 meters from the front of the camera and bright lighting","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"46 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90304579","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
Sistem Telemetri Akusisi Data Injeksi Plastik Menggunakan Xbee Pro S2C 塑料注入数据遥测分析系统使用x2c
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-06-26 DOI: 10.30871/jaee.v7i1.5312
Irwanto Zarma Putra, Yopie Manurung, Illa Aryeni, Vivin Octowinandi, Erita Astrid, Citra Dewi, Ricky Maulana
{"title":"Sistem Telemetri Akusisi Data Injeksi Plastik Menggunakan Xbee Pro S2C","authors":"Irwanto Zarma Putra, Yopie Manurung, Illa Aryeni, Vivin Octowinandi, Erita Astrid, Citra Dewi, Ricky Maulana","doi":"10.30871/jaee.v7i1.5312","DOIUrl":"https://doi.org/10.30871/jaee.v7i1.5312","url":null,"abstract":"Mesin injeksi plastik adalah sebuah mesin pembuat produk plastik dengan proses pencetakan secara injeksi. Mesin injeksi plastik yang ada di PT Shimano Batam saat ini tidak bisa dimonitor secara otomatis. Oleh karena itu, diperlukan sistem yang memonitor dan menyimpan semua data tentang kinerja mesin injeksi plastik secara otomatis. Pada sistem ini Arduino Uno digunakan sebagai microcontroller dari sinyal mesin injeksi plastik dan modul Xbee Pro S2C digunakan sebagai pengirim dan penerima paket data dari mesin injeksi plastik, data tersebut diolah lalu ditampilkan di PC dan disimpan di server. Hasil pengujian sistem ini menunjukkan bahwa data status mesin sesuai dengan data yang ditampilkan pada PC. Dari hasil pengujian cycle time mesin sebanyak 11 kali terdapat perbedaan waktu proses paling besar yaitu 1,20 detik. Dari hasil pengujian keandalan (reliability) didapatkan packet loss sebesar 0,006%. Pengujian komunikasi Xbee Pro S2C dengan jarak 1 meter sampai 60 meter sukses tanpa ada paket data yang hilang, ketika pengujian komunikasi Xbee Pro S2C dengan jarak 85 meter sampai 110 meter terdapat 30 paket data yang hilang","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"176 11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72534081","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
Evaluasi Kualitas pada PCB Hasil Proses Immersion Tin 对储存过程结果PCB的质量评估
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-06-26 DOI: 10.30871/jaee.v7i1.5492
Vivin Octowinandi, Fadli Firdaus, R. Ridwan, Diono Diono, Rifqi Amalya F, Muhammad Naufal Airlangga Diputra, M. R. Maulana
{"title":"Evaluasi Kualitas pada PCB Hasil Proses Immersion Tin","authors":"Vivin Octowinandi, Fadli Firdaus, R. Ridwan, Diono Diono, Rifqi Amalya F, Muhammad Naufal Airlangga Diputra, M. R. Maulana","doi":"10.30871/jaee.v7i1.5492","DOIUrl":"https://doi.org/10.30871/jaee.v7i1.5492","url":null,"abstract":"Proses manufaktur PCB melibatkan banyak proses salah satunya yaitu Surface finishes. Salah satu jenis Surface finishes yang biasa digunakan yaitu Immersion tin. Immersion tin adalah salah satu proses Surface finishes yang menggunakan timah murni pada prosesnya. Immersion tin berfungsi melindungi tembaga dari oksidasi dan membuat permukaan tembaga atau pad mudah disolder. Kebersihan pad dan ketebalan hasil Immersion tin mempengaruhi kualitas PCB yang dihasilkan. Oleh karena itu peneliti melakukan evaluasi kualitas hasil proses Immersion tin dengan menggunakan metode DOE (Design of Experiment). Dimana metode ini dapat membantu dalam menentukan parameter yang optimal. Untuk Variabel yang digunakan yaitu Storage Time After Microetch dan Immersion in tin Bath. Dalam proses penelitian didapatkan PCB mengalami perubahan morfologi pada 23 jam setelah disimpan di storage. Hal tersebut disebabkan oleh adanya kelembapan yang masih terdapat pada PCB akibat dari kurang maksimal pada saat proses pengeringan (drying). Pada penelitian ini Solder Coating Thickness yang optimal pada sampel ke-14 dengan hasil sebesar 4.59 µm dan dengan parameter Storage Time After Microetch selama 50 menit dan Immersion in tin Bath selama 120 menit. Untuk kebersihan pad yang paling optimal terdapat   pada sampel ke-5 dan ke-12 dengan parameter Storage Time After Microetch selama 30 menit dan 60 menit dan ditandai dengan tidak adanya kontaminan pada pad tersebut. Selain itu juga, Pada penelitian ini terdapat hasil mapping yang kurang optimal ditandai dengan hanya terdapat 1 bagian dari 1 sampel yang terkandung timah dari 16 sampel pengujian. Sampel tersebut yaitu sampel ke-3 dengan parameter Storage Time After Microetch selama 10 menit dan Immersion in tin Bath selama 55 menit dengan kandungan tin yaitu 91.9 %.","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"46 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80848239","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
Sistem Pemetaan Parkir Menggunakan Teknik Image Processing
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-06-26 DOI: 10.30871/jaee.v7i1.5454
Nico Fransisco Utomo, B. Budiana, Adlian Jefiza, F. Nakul
{"title":"Sistem Pemetaan Parkir Menggunakan Teknik Image Processing","authors":"Nico Fransisco Utomo, B. Budiana, Adlian Jefiza, F. Nakul","doi":"10.30871/jaee.v7i1.5454","DOIUrl":"https://doi.org/10.30871/jaee.v7i1.5454","url":null,"abstract":"Banyaknya masyarakat yang menggunakan kendaraan pribadi berdampak pada kebutuhan masyarakat terhadap area parkir semakin meningkat, termasuk di kawasan hunian apartemen. Keterbatasan untuk memperoleh informasi ketersediaan slot parkir mengakibatkan pengemudi kesulitan menemukan lokasi parkir yang tersedia. Penelitian ini bertujuan mengembangkan sistem pemetaan slot parkir yang efektif bagi pengelola dan user apartemen dengan menggunakan konfigurasi segmentasi analisis image processing dan MySQL server. Desain sistem bekerja untuk memproses plat kendaraan yang terdeteksi oleh kamera menggunakan segmentasi analisis pengolahan citra. Pemrosesan data menggunakan perangkat visual studio sebagai interface yang terhubung dengan MySQL sebagai database server dan mengaktifkan visualisasi slot dan lokasi parkir melalui aplikasi Blynk. Hasil penelitian menunjukan sistem dapat membaca plat kendaraan yang terdeteksi dan mengirimkan notifikasi ke Blynk untuk menginformasikan status slot dan lokasi parkir yang tersedia. Pengujian sistem juga dilakukan untuk setiap variasi jarak dan posisi sudut kamera untuk menentukan standar parameter sistem operasi yang baik.","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"40 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75612138","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
RFID-Based IoT Scanning System for Tracking Parking Slot Application 基于rfid的物联网扫描系统跟踪车位应用
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-06-26 DOI: 10.30871/jaee.v7i1.5414
Heru Wijanarko, Siti Nurhafizha, A. D. Futra, K. Kamarudin, Dessy Oktani, Muhammad Syafei Gozali, Junaedi Adi Prasetyo, Rahmi Mahdaliza
{"title":"RFID-Based IoT Scanning System for Tracking Parking Slot Application","authors":"Heru Wijanarko, Siti Nurhafizha, A. D. Futra, K. Kamarudin, Dessy Oktani, Muhammad Syafei Gozali, Junaedi Adi Prasetyo, Rahmi Mahdaliza","doi":"10.30871/jaee.v7i1.5414","DOIUrl":"https://doi.org/10.30871/jaee.v7i1.5414","url":null,"abstract":"The increasing demand for parking spaces in various facilities, such as shopping centers, ports, and airports, poses a significant challenge for parking managers. Drivers waste time and fuel searching for available parking slots, resulting in increased air pollution and negative environmental and health impacts. Therefore, a new solution is needed to address these issues and improve parking management efficiency. A parking management system that utilizes RFID technology and allows for the RFID Tag on each car to display user data, user ID, and parking space reservations is needed to improve the efficiency and convenience of parking at various facilities. The proposed system design incorporates various components, including a Camera Sensor, Raspberry PI, ESP8266, UHF RFID reader, and RFID Tag. The RFID technology captures radio waves emitted by the RFID Tag, enabling individual identification through unique codes. Testing revealed high accuracy at close range but decreased effectiveness at longer distances. Internet speed and network latency affected system performance, with faster speeds enabling faster data transmission. The system, developed using Thunkable and Firebase, provides real-time parking space availability information and streamlines vehicle entry and exit processes through RFID technology. This system has the potential to greatly improve the parking experience at busy public facilities by facilitating efficient parking spot finding and enhancing overall convenience for drivers.","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"22 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79299684","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
Identifikasi Label Kode Leadframe pada Sistem Uji Fungsi RFID Chip Berbasis Template Matching 识别基于匹配模板的芯片RFID功能测试系统的Leadframe代码标签
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-06-26 DOI: 10.30871/jaee.v7i1.5489
Nanta Fakih Prebianto, Ikhwan Heprilnez Pratama, Nur Sakinah Asaad, Anugerah Wibisana, Hendawan Soebhakti
{"title":"Identifikasi Label Kode Leadframe pada Sistem Uji Fungsi RFID Chip Berbasis Template Matching","authors":"Nanta Fakih Prebianto, Ikhwan Heprilnez Pratama, Nur Sakinah Asaad, Anugerah Wibisana, Hendawan Soebhakti","doi":"10.30871/jaee.v7i1.5489","DOIUrl":"https://doi.org/10.30871/jaee.v7i1.5489","url":null,"abstract":"Kode label pada sebuah proses produksi memiliki fungsi penting untuk pengidentifikasi (identifier). Pembuatan kode label pada leadframe dapat dilakukan dengan metode laser engraving ataupun painting. Chip RFID dipindahkan pada media leadframe untuk membawa sinyal dari level die menuju rangkaian diluar. Uji fungsi konduktifitas dilakukan untuk memastikan bekerjanya rangkaian setelah proses die attach dan wire bond dari chip RFID. Berdasarkan studi kasus pada TFME, hasil uji fungsi ini disimpan dengan pemberian label yang masih manual. Metode template matching diterapkan untuk membaca kode label leadframe yang kemudian akan dipindai dalam bentuk laporan teknis pengujian. Sistem identifikasi label ini dengan Raspberry Pi 3 dan dilengkapi kamera Sony IMX219V2 dengan resolusi 8 MP.  Dua karakter yang mirip yakni angka 2 dan Z dieliminasi dari sample. Selain itu kode label dibuat dalam karakter dengan garis vertikal dan horizontal. Hasil pengujian menunjukkan tingkat keberhasilan pembacaan sebesar 100%. Kode label yang telah teridentifikasi ini selanjutnya menjadi nomer identifikasi leadframe dalam bentuk report file yang disimpan dalam format dokumen.","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82008936","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
Alat Pemantau dan Penghitung Jumlah Pengunjung Berbasis Aplikasi Telegram 基于Telegram应用的访问者计数设备
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-06-26 DOI: 10.30871/jaee.v7i1.5459
Rindang Alamsyah, Ika Karlina Laila Nur Suciningtyas, Nanta Fakih Prebianto, Iman Fahruzi, Imam Sholihuddin, Abdurahman Dwijotomo, Lalu Kaisar Wisnu Kita, Indra Daulay
{"title":"Alat Pemantau dan Penghitung Jumlah Pengunjung Berbasis Aplikasi Telegram","authors":"Rindang Alamsyah, Ika Karlina Laila Nur Suciningtyas, Nanta Fakih Prebianto, Iman Fahruzi, Imam Sholihuddin, Abdurahman Dwijotomo, Lalu Kaisar Wisnu Kita, Indra Daulay","doi":"10.30871/jaee.v7i1.5459","DOIUrl":"https://doi.org/10.30871/jaee.v7i1.5459","url":null,"abstract":"Alat pemantau dan penghitung jumlah pengunjung merupakan alat yang dibuat untuk mengirimkan informasi berupa gambar dan jumlah pengunjung yang terdeteksi melalui kamera dan sensor yang terpasang pada alat. Alat ini berbasis aplikasi Telegram menggunakan modul ESP32-CAM sebagai kamera untuk mengambil gambar setiap pengunjung yang datang. Alat ini dilengkapi sensor infrared yang digunakan untuk mendeteksi pengunjung yang datang. Cara kerja alat ini yaitu ketika pengunjung masuk, maka sensor infrared menghitung jumlah pengunjung, kemudian memberi sinyal ke ESP32-CAM untuk mengambil bukti gambar fisik. Data dari hasil kerja alat tersebut dikirim melalui aplikasi Telegram. Hasil penelitian menunjukkan pada jarak 60 cm alat berfungsi dengan baik sedangkan pada jarak 90 cm alat tidak dapat berfungsi dengan baik. Waktu rata-rata yang dibutuhkan alat untuk mengirimkan gambar ke aplikasi adalah 2,5 detik. Waktu tercepat yang dibutuhkan oleh system untuk membaca data antara satu pengunjung dengan pengunjung berikutnya adalah 15,4 detik.","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"14 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88712152","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
Optimum Design Of Elastic Continuous Foundations With The Artificial Bee Colony Method 弹性连续地基的人工蜂群优化设计
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-05-03 DOI: 10.24107/ijeas.1223160
Seda Turan, I. Aydogdu, Engin Emsen
{"title":"Optimum Design Of Elastic Continuous Foundations With The Artificial Bee Colony Method","authors":"Seda Turan, I. Aydogdu, Engin Emsen","doi":"10.24107/ijeas.1223160","DOIUrl":"https://doi.org/10.24107/ijeas.1223160","url":null,"abstract":"The study presents the investigation of the elastic behavior of the soil in the optimal design of continuous foundations according to the rigid solid case. For the investigation, the optimization algorithm that can find optimal section and reinforcement details of continuous foundations has been developed. The developed algorithm uses one of the well-known meta-heuristic methods named the artificial Bee Colony method to find the optimal design. The Winkler spring hypothesis (analytic solution) is used to calculate internal forces and stresses in elastic continuous foundations. We used the real-size design example previously used in the literature to test the elastic soil effect and algorithm performance. The obtained results show that the current algorithm performs well, and lower cost values are obtained in the elastic design.","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"34 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80181348","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: 1
The Effects of Calibration Parameters in Muskingum Models on Flood Prediction Accuracy Muskingum模型标定参数对洪水预报精度的影响
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-05-03 DOI: 10.24107/ijeas.1204338
O. Alabi, Abigail Olaoluwa, S. Sedara
{"title":"The Effects of Calibration Parameters in Muskingum Models on Flood Prediction Accuracy","authors":"O. Alabi, Abigail Olaoluwa, S. Sedara","doi":"10.24107/ijeas.1204338","DOIUrl":"https://doi.org/10.24107/ijeas.1204338","url":null,"abstract":"Attenuation, time lag, outflow peak and storage are very essential factors required in flood risk prediction and flood pattern. However, the accurate prediction strongly depends on appropriate calibration of routine parameters of the model, such as weighting factor (x) and storage time constant (K). The weighting factor being used to determine storage time constant has not been given consideration in the previous studies and this could have led to inaccurate prediction in the past. In this work, a set of data obtained from an ungauged Awara river in Ondo State, Nigeria were used to test the effects of a weighting factor, x at levels ranging from 0.1-0.5 at interval of 0.1. The Muskingum model was used to obtain the storage and weighted discharge storage. It was observed that the correlation coefficient (R2) decreases with an increase in the weighting factor (x). This implies that there is a strong relationship between storage and weighted discharge storage at 0.1-0.3 levels of x while, the relationship is fair at 0.4-0.5 levels. It is therefore appropriate to choose a value of x ranging between 0.1 and 0.3 for attenuation prediction, while values of x ranging between 0.4 and 0.5 would be appropriate for accurate prediction of both outflow peak and storage.","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"64 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85297559","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
Comparison of different regulations and metaheuristic algorithms in beam design 梁设计中不同规则和元启发式算法的比较
International Journal of Electrical Engineering and Applied Sciences Pub Date : 2023-05-03 DOI: 10.24107/ijeas.1232408
Muhammed Çoşut, G. Bekdaş, S. M. Nigdeli
{"title":"Comparison of different regulations and metaheuristic algorithms in beam design","authors":"Muhammed Çoşut, G. Bekdaş, S. M. Nigdeli","doi":"10.24107/ijeas.1232408","DOIUrl":"https://doi.org/10.24107/ijeas.1232408","url":null,"abstract":"In this first study, the rectangular reinforced concrete beam’s costs and cross-section sizes are found by using Harmony Search (HS), Differential Evolution Algorithm (DE), Jaya Algorithm, Teaching- Learning Based Algorithm (TLBO), Hybrid algorithm (Jaya-TLBO) and Flower Pollination Algorithm (FPA) separately by using ACI 318 building code. In addition, in order to better see how successful the algorithms are, the standard deviation of the algorithms used in the project in a certain number of iterations, price changes and in which iteration the minimum cost is compared. As a result of running different algorithms 5, 10, 15 and 20 times, separate values are recorded, and the average number of iterations of the algorithms for each is shown by finding the standard deviation values. Furthermore, Hybrid Algorithm reached the objective function in fewer iterations and their standard deviations reached 0 earlier. In the second study, the beam design is made according to the ACI 318, TS500 and Eurocode 2 regulations under certain loads by using a Hybrid Algorithm with different concrete classes. Optimization of this design is made using the Matlab program, and comparisons are made between regulations. Eurocode and TS500 design costs are roughly the same; however, ACI 318’s design is the cheapest.","PeriodicalId":34399,"journal":{"name":"International Journal of Electrical Engineering and Applied Sciences","volume":"124 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83516986","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
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