Journal of Intelligent Systems with Applications最新文献

Design of a Real-Time Tracking System to Eliminate 3D Printing Errors Caused by Thermoplastic Materials 消除热塑性材料引起的3D打印误差的实时跟踪系统设计

Journal of Intelligent Systems with Applications Pub Date : 2022-12-27 DOI: 10.54856/jiswa.202212213

Samet Çiklaçandir, S. Çulha, Y. Isler

{"title":"Design of a Real-Time Tracking System to Eliminate 3D Printing Errors Caused by Thermoplastic Materials","authors":"Samet Çiklaçandir, S. Çulha, Y. Isler","doi":"10.54856/jiswa.202212213","DOIUrl":"https://doi.org/10.54856/jiswa.202212213","url":null,"abstract":"Material-related printing errors are frequently encountered in 3D printers based on the Fused Filament Fabrication (FFF) technology. When the materials used are investigated, materials such as PLA, ABS, and Nylon are generally preferred at affordable prices. However, printing problems may occur due to the mechanical characteristics difference between the materials. Among the main reasons for this are parameters such as material characters, melting temperature, and extrusion speed. These errors cause problems such as filament breaking, nozzle clogging, and filament falling out of the holder. As a result, the filament flow is interrupted, and the printing process continues without extrusion of the filament because the 3D printer cannot detect this flow. 3D printers on the market do not have a system to detect possible printing errors. Therefore, in this study, a system design measures the filament weight via a load sensor and informs the user has been performed. 3D printers could stop the printing process since they can detect possible errors in advance with the developed system and prevent electricity consumption and time loss. In addition, the amount of used and remaining filaments, which are not yet common in 3D printers, can be followed by the user.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131202371","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

Investigation of Mechanical Properties of Silicate Doped Synthetic Flexible Biomaterial 硅酸盐掺杂合成柔性生物材料力学性能研究

Journal of Intelligent Systems with Applications Pub Date : 2022-12-27 DOI: 10.54856/jiswa.202212207

Ihsan Coskun, O. Karaman

{"title":"Investigation of Mechanical Properties of Silicate Doped Synthetic Flexible Biomaterial","authors":"Ihsan Coskun, O. Karaman","doi":"10.54856/jiswa.202212207","DOIUrl":"https://doi.org/10.54856/jiswa.202212207","url":null,"abstract":"Biomaterials play an active role in tissue regeneration and are widely used in the treatment of tissue transplantation applications for the repair of damaged hard tissue, bone cancer, bone loss due to skeletal trauma and infection, bone fractures and congenital deformities of the facial and skull bones. Since autografts and allografts have many disadvantages, there is a need for synthetic bone grafts and biomaterials. Many bioceramic materials such as beta-tricalcium phosphate (beta-TCP) and calcium sulfate are widely used in bone formation. Since beta-TCP-based bone grafts are used in the form of granules, silicate reinforced flexible strips are used in orthopedic surgery, oral and maxillofacial surgery. The aim of this study is to examine the mechanical properties of silicate-doped flexible biomaterials, taking into account their biocompatibility and their positive effects on tissue regeneration. In order to achieve the stated purpose, the methods planned to be followed, tensile tests will be applied for the mechanical properties of the scanning electron microscope (SEM) image for its morphology. In this study, it was found that silicate-doped flexible biomaterials have a homogeneous and porous structure. In addition, the obtained mechanical test results and the functionality of the silicate-doped flexible biomaterial during bone regeneration according to the ISO (International Organization for Standardization) 5833 and ASTM (American Society for Testing and Materials) D638 standard have been demonstrated.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122027129","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

Single CDBA-Based Multifunction Filter Design 基于单cba的多功能滤波器设计

Journal of Intelligent Systems with Applications Pub Date : 2022-12-27 DOI: 10.54856/jiswa.202212222

A. Gokcen, Ihsan Karacan

引用次数: 0

Android Malware Application Detection using Multi-layer Perceptron 基于多层感知器的Android恶意软件应用检测

Journal of Intelligent Systems with Applications Pub Date : 2022-12-27 DOI: 10.54856/jiswa.202212221

Gokhan Altan, Furkan Pasalioglu

引用次数: 0

Wearable Auscultation Device Design 可穿戴听诊设备设计

Journal of Intelligent Systems with Applications Pub Date : 2022-12-27 DOI: 10.54856/jiswa.202212223

Osman Balli, Y. Kutlu

引用次数: 0

Classification of Multi-Class Motor Imaginary Tasks using Poincare Measurements Extracted from EEG Signals 基于脑电信号庞加莱测量的多类运动想象任务分类

Journal of Intelligent Systems with Applications Pub Date : 2022-12-27 DOI: 10.54856/jiswa.202212204

Murside Degirmenci, Yilmaz Kemal Yuce, Y. Isler

{"title":"Classification of Multi-Class Motor Imaginary Tasks using Poincare Measurements Extracted from EEG Signals","authors":"Murside Degirmenci, Yilmaz Kemal Yuce, Y. Isler","doi":"10.54856/jiswa.202212204","DOIUrl":"https://doi.org/10.54856/jiswa.202212204","url":null,"abstract":"Motor Imaginary (MI) electroencephalography (EEG) signals are generated with the recording of brain activities when a participant imagines a movement without physically performing it. The correct decoding of MI signals have been became an important task due to the application of these signals in the rehabilitation process of paralyzed patients in recent studies. However, the decoding of the these signals is still an evolving challenge in the design of a brain-computer interface (BCI) system. In this study, a machine learning based approach using Poincare measurements from non-linear measurements of MI EEG signals is proposed for classification of four-class MI tasks. The m-lagged Poincare plots were used to extract non-linear features and m is set to be values from 1 to 10. The performances of feature vectors which are extracted from 10 lag values and feature vector which is the combinations of these vectors were investigated separately in experimental evaluation section. The 24 different typical classification algorithms were tested in differentiating MI tasks using 5-fold cross-validation. Each of the these algorithms tested 10 times to analyzed the repeatability of the experimental results. The highest classifier performance of 47.08% among these 11 feature vectors was achieved over the combination feature vector that includes all lag values features using Quadratic Support Vector Machine (SVM). According to average accuracy value of 24 classifiers in 11 feature vector, the most discriminative feature set is 9th vector that consists of features extracted when lag value defined as 9. As a result, the innovative aspect of this study is the application of Poincare plots, one of the nonlinear feature extraction methods, in motor imaginary task classification.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123086024","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

Investigation of The Binding Potential of Gadobutrol, Iohexol and Fluorescein Radiocontrast Agents to the TSH Receptor 加多比特、碘己醇和荧光素造影剂与TSH受体结合电位的研究

Journal of Intelligent Systems with Applications Pub Date : 2022-12-27 DOI: 10.54856/jiswa.202212219

Deniz Karataş, Ataman Gonel

{"title":"Investigation of The Binding Potential of Gadobutrol, Iohexol and Fluorescein Radiocontrast Agents to the TSH Receptor","authors":"Deniz Karataş, Ataman Gonel","doi":"10.54856/jiswa.202212219","DOIUrl":"https://doi.org/10.54856/jiswa.202212219","url":null,"abstract":"Radiopaque agents can affect the human body in different ways. The resulting reactions are simple allergic and anaphylactic reactions. If the potential of these agents to bind to different receptors is determined beforehand, precautions can be taken against the side effects that may occur in the future. The aim of this study is to investigate the binding potential of the active substances Fluorescein, Gadobutrol, Iohexol, which are frequently used in routine, to the TSH receptor with molecular docking. The conformational analysis of 3 drugs on TSH receptor surfaces was performed by molecular docking using Autodocktools program. First, the atomic center of the receptor was determined at the grid stage, and the XYZ center of the grid box was set to 9.524, 48.24 and 25.257 A, respectively, and the space gap was set to 0.5. Thus, a box was created in which the ligand can easily scan the entire surface. In the docking phase, a parameter file has been prepared and run for 100 conformation and 300 population size, accompanied by Lamarckian and Genetic Algorithms. The binding energies of fluorescein, gadobutrol and iohexol strengthen the possibility of spontaneous binding. However, when the inhibition concentrations are evaluated, it shows that fluorescein can more easily bind to the TSH receptor. Gadobutrol and iohexol are unlikely to reach these concentrations in the blood. This in vitro study demonstrates the potential for spontaneous binding of fluorescein, gadobutrol, and iohexol to the TSH receptor. Even if radiopaque drugs are used for diagnostic purposes, they may cause side effects by interacting with different receptors in the human body. Experimental studies are needed to confirm this possibility.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134531589","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

Design of Steady-State Visually-Evoked Potential Based Brain-Computer Interface System 基于稳态视觉诱发电位的脑机接口系统设计

Journal of Intelligent Systems with Applications Pub Date : 2022-11-27 DOI: 10.54856/jiswa.202212214

M. Avci, Rabia Hamurcu, Ozge Ada Bozbas, Ege Gurman, A. E. Cetin, Ebru Sayilgan

引用次数: 1

Human Mesenchymal Stem Cells Osteogenic Differentiation on Dental Barrier Membrane 人间充质干细胞在牙屏障膜上的成骨分化

Journal of Intelligent Systems with Applications Pub Date : 2022-05-02 DOI: 10.54856/jiswa.202205206

Bahar Utar, Gülşah Sunal, G. Pulat, O. Karaman

引用次数: 0

Development of Smart and Powered Anti Infection Face Mask 智能动力抗感染口罩的研制

Journal of Intelligent Systems with Applications Pub Date : 2022-05-02 DOI: 10.54856/iswa.202205202

Muhammed Fatih Copoglu, H. Oflaz

{"title":"Development of Smart and Powered Anti Infection Face Mask","authors":"Muhammed Fatih Copoglu, H. Oflaz","doi":"10.54856/iswa.202205202","DOIUrl":"https://doi.org/10.54856/iswa.202205202","url":null,"abstract":"The COVID-19 virus, which emerged at the end of 2019 had affected the whole world and had different effects in many areas. One of these areas was respiratory protective equipment technologies. In normal, masks are products that are mostly used in environments where there is a factor such as gas, smoke, or dust that threatens to breathe. Due to the airborne transmission of the COVID-19 virus, masks were used in all areas of human interaction during the epidemic period. As the use of masks became widespread, there was feedback about the products and it was revealed that these products had deficiencies and aspects to be improved. In this study, the deficiencies of the mask products that came to light during the COVID-19 epidemic period and the aspects that can be improved were examined and a smart and powered respiratory protective half-face mask was developed that can be a solution to these problems. The mask produced has two electronic fans and can be controlled via the mobile application by Bluetooth connection. In this way, the user can supplement the filtered clean air into the mask when necessary. In addition, the air evacuated outside the mask is filtered and then given to the environment. As a result, the problems related to mask products that emerged during the COVID-19 epidemic were resolved with the developed mask.","PeriodicalId":112412,"journal":{"name":"Journal of Intelligent Systems with Applications","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133278399","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