首页 > 最新文献

International Journal of Scientific Methods in Engineering and Management最新文献

英文 中文
Implementation of Wireless P2.5 Full Color Led Display using HDWF4 Controller 利用HDWF4控制器实现无线P2.5全彩Led显示屏
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1701
S. Vinay, K. Rao
Humanity’s dependence on signage and signalling persists across various settings and occasions, spanning from coordinating meeting times and locations to informing about transportation schedules. These notifications play a pivotal role in guiding society towards well-informed decisions, ultimately leading to an improved lifestyle. In the past, some notifications were delivered orally by town criers in rural areas. However, with significant technological advancements in towns and cities, such methods have become inadequate. Similarly, the traditional practice of sticking paper notices on wooden boards not only proves inefficient but also wasteful of valuable resources. Recognizing the significance of meeting our daily information needs in a timely and cost-effective manner, leveraging modern electronic and wireless technology becomes essential for achieving better socio-economic outcomes. Information is undeniably powerful, underscoring the paramount need for rapid and convenient dissemination of time-critical information. Considering this, the present project proposes the design and implementation of a Wireless P2.5 Full Colour LED Display Notice Board using the HDWF4 Controller. This cutting-edge display system aims to circulate vital information in public places, such as colleges, schools, offices, malls, travel hubs, and other establishments. By enhancing security systems and promoting awareness of emergency situations, potential dangers can be averted. This innovative design provides flexibility by enabling the display of messages on the P2.5 Full Colour LED module through a WiFi-controlled
从协调会议时间和地点到通知交通时刻表,人类对标识和信号的依赖持续存在于各种环境和场合。这些通知在引导社会做出明智的决定,最终改善生活方式方面发挥着关键作用。过去,在农村地区,一些通知是由镇报务员口头传递的。然而,随着城镇和城市的重大技术进步,这种方法已经变得不够了。同样,传统的在木板上贴纸告示的做法不仅效率低下,而且浪费了宝贵的资源。我们认识到及时和经济有效地满足我们日常信息需求的重要性,因此利用现代电子和无线技术对实现更好的社会经济成果至关重要。无可否认,信息是强大的,强调了迅速和方便地传播时间紧迫的信息的首要需要。考虑到这一点,本项目提出使用HDWF4控制器设计和实现无线P2.5全彩LED显示公告板。这种尖端的显示系统旨在在公共场所传播重要信息,如大学、学校、办公室、商场、旅游中心和其他场所。通过加强安全系统和提高对紧急情况的认识,可以避免潜在的危险。这种创新的设计提供了灵活性,可以通过wifi控制在P2.5全彩LED模块上显示信息
{"title":"Implementation of Wireless P2.5 Full Color Led Display using HDWF4 Controller","authors":"S. Vinay, K. Rao","doi":"10.58599/ijsmem.2023.1701","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1701","url":null,"abstract":"Humanity’s dependence on signage and signalling persists across various settings and occasions, spanning from coordinating meeting times and locations to informing about transportation schedules. These notifications play a pivotal role in guiding society towards well-informed decisions, ultimately leading to an improved lifestyle. In the past, some notifications were delivered orally by town criers in rural areas. However, with significant technological advancements in towns and cities, such methods have become inadequate. Similarly, the traditional practice of sticking paper notices on wooden boards not only proves inefficient but also wasteful of valuable resources. Recognizing the significance of meeting our daily information needs in a timely and cost-effective manner, leveraging modern electronic and wireless technology becomes essential for achieving better socio-economic outcomes. Information is undeniably powerful, underscoring the paramount need for rapid and convenient dissemination of time-critical information. Considering this, the present project proposes the design and implementation of a Wireless P2.5 Full Colour LED Display Notice Board using the HDWF4 Controller. This cutting-edge display system aims to circulate vital information in public places, such as colleges, schools, offices, malls, travel hubs, and other establishments. By enhancing security systems and promoting awareness of emergency situations, potential dangers can be averted. This innovative design provides flexibility by enabling the display of messages on the P2.5 Full Colour LED module through a WiFi-controlled","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116726570","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
Cloud Data Transfer and Harmful Activity Detection using 云数据传输和有害活动检测使用
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1401
K. Venkatesan, V. M. Jothiprakash, T.Nalini
Many sectors have begun adopting cloud computing. The hazards associated with virtualization and the dispersed nature of the cloud have resulted in a number of reported security threats and attacks. The complicated system and robust design necessitate a foundation of the fundamentals. In this paper, we introduce a fool proof system for authenticating and exchanging cloud data. An effective IPSO-KELM can identify malicious actions taken by users. The origin of the data is verified first. The IPSO-KELM then decides whether the data was malicious or authentic once the sender has been verified and before it is sent to the cloud. The SHA256-RSA technique protects normal data in transit. In this article, we compare and contrast the suggested IPSO-KELM and SHA256-RSA technique to identifying fraudulent users and sharing data in the cloud with other methods.
许多行业已经开始采用云计算。与虚拟化和云的分散性相关的危险导致了许多安全威胁和攻击。复杂的系统和稳健的设计需要一个基础的基础。在本文中,我们介绍了一个验证和交换云数据的防傻瓜系统。有效的IPSO-KELM可以识别用户的恶意行为。首先验证数据的来源。IPSO-KELM在发送者被验证后,在发送者被发送到云端之前,决定数据是恶意的还是真实的。SHA256-RSA技术保护传输中的正常数据。在本文中,我们比较和对比了建议的IPSO-KELM和SHA256-RSA技术,以识别欺诈用户并与其他方法共享云中的数据。
{"title":"Cloud Data Transfer and Harmful Activity Detection using","authors":"K. Venkatesan, V. M. Jothiprakash, T.Nalini","doi":"10.58599/ijsmem.2023.1401","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1401","url":null,"abstract":"Many sectors have begun adopting cloud computing. The hazards associated with virtualization and the dispersed nature of the cloud have resulted in a number of reported security threats and attacks. The complicated system and robust design necessitate a foundation of the fundamentals. In this paper, we introduce a fool proof system for authenticating and exchanging cloud data. An effective IPSO-KELM can identify malicious actions taken by users. The origin of the data is verified first. The IPSO-KELM then decides whether the data was malicious or authentic once the sender has been verified and before it is sent to the cloud. The SHA256-RSA technique protects normal data in transit. In this article, we compare and contrast the suggested IPSO-KELM and SHA256-RSA technique to identifying fraudulent users and sharing data in the cloud with other methods.","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124644096","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
A novel approach for introducing basic elementary disturbances for evaluating machine learning models 引入基本初等扰动评价机器学习模型的新方法
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1108
S.Jayachitra, Sushma Jaiswal
This study looks at the testing of models for computer training. The issue with the existing research methods is that testing is mostly case-specific and requires considerable extra work. A new approach is used to introduce basic elementary interference to the input data. The approach is commonly used to work with many types of data and machine learning models. Simple disruptions can be used to forecast the handling of unexposed disturbances by a learning model. An overall test method can be helpful as a clear predictor of the tolerance of the model to intangible disorders.
这项研究着眼于计算机训练模型的测试。现有研究方法的问题在于,测试大多是针对具体病例的,需要大量的额外工作。采用一种新的方法对输入数据引入基本初等干扰。该方法通常用于处理多种类型的数据和机器学习模型。简单的干扰可以用来预测学习模型对未暴露的干扰的处理。一个全面的测试方法可以帮助作为一个明确的预测模型对无形障碍的容忍度。
{"title":"A novel approach for introducing basic elementary disturbances for evaluating machine learning models","authors":"S.Jayachitra, Sushma Jaiswal","doi":"10.58599/ijsmem.2023.1108","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1108","url":null,"abstract":"This study looks at the testing of models for computer training. The issue with the existing research methods is that testing is mostly case-specific and requires considerable extra work. A new approach is used to introduce basic elementary interference to the input data. The approach is commonly used to work with many types of data and machine learning models. Simple disruptions can be used to forecast the handling of unexposed disturbances by a learning model. An overall test method can be helpful as a clear predictor of the tolerance of the model to intangible disorders.","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115507661","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
Nanocomposites based Aquaponic Cropping System Design and Control for Agriculture Industry 基于纳米复合材料的水培种植系统设计与控制
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1402
V. Jothiprakash, M. Sezhian
Aquaponics is the practice of growing plants without soil, and it combines hydroponics (growing plants in water) and recirculating aquaculture (raising fish) systems. Some of the water’s nutrients are lost during the recirculation process in an aquaculture system, but the plants in the system are able to clean the water by absorbing the nutrients. The increasing problem of food scarcity has prompted more creative approaches to urban farming. Aquaponics is a type of hydroponics that can be used to grow plants in an urban environment. However, in order to grow plants, a smart aquaponic system requires close monitoring, mechanization, and management. Implementing vision-based systems that incorporate algorithms that make use of machine learning to boost agricultural output is one promising way to put this theory into practice. To do this, we analyzed how well the approximations of Logistic Regression (LR), K-Nearest Neighbor (KNN), and Linear Support Vector Machine (L-SVM) performed. To do this, we used computer vision to extract features from images of celery grown in a computer-controlled aquaponics system and used those images as training data for the algorithms. In order to teach the algorithms, these pictures were taken. The backup systems and cross-validation checks for each method have been improved. CNN was shown to be the most successful method
水培是一种无土栽培植物的做法,它结合了水培(在水中种植植物)和循环水养殖(养鱼)系统。在水产养殖系统的再循环过程中,水的一些营养物质会流失,但系统中的植物能够通过吸收营养物质来清洁水。日益严重的粮食短缺问题促使人们对城市农业采取更有创意的方法。水培法是水培法的一种,可用于在城市环境中种植植物。然而,为了种植植物,智能水培系统需要密切监控、机械化和管理。实现基于视觉的系统,结合利用机器学习的算法来提高农业产量,是将这一理论付诸实践的一种有希望的方式。为此,我们分析了逻辑回归(LR)、k近邻(KNN)和线性支持向量机(L-SVM)的近似效果。为了做到这一点,我们使用计算机视觉从计算机控制的鱼菜共生系统中生长的芹菜图像中提取特征,并将这些图像用作算法的训练数据。为了教算法,我们拍了这些照片。每种方法的备份系统和交叉验证检查都得到了改进。CNN被证明是最成功的方法
{"title":"Nanocomposites based Aquaponic Cropping System Design and Control for Agriculture Industry","authors":"V. Jothiprakash, M. Sezhian","doi":"10.58599/ijsmem.2023.1402","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1402","url":null,"abstract":"Aquaponics is the practice of growing plants without soil, and it combines hydroponics (growing plants in water) and recirculating aquaculture (raising fish) systems. Some of the water’s nutrients are lost during the recirculation process in an aquaculture system, but the plants in the system are able to clean the water by absorbing the nutrients. The increasing problem of food scarcity has prompted more creative approaches to urban farming. Aquaponics is a type of hydroponics that can be used to grow plants in an urban environment. However, in order to grow plants, a smart aquaponic system requires close monitoring, mechanization, and management. Implementing vision-based systems that incorporate algorithms that make use of machine learning to boost agricultural output is one promising way to put this theory into practice. To do this, we analyzed how well the approximations of Logistic Regression (LR), K-Nearest Neighbor (KNN), and Linear Support Vector Machine (L-SVM) performed. To do this, we used computer vision to extract features from images of celery grown in a computer-controlled aquaponics system and used those images as training data for the algorithms. In order to teach the algorithms, these pictures were taken. The backup systems and cross-validation checks for each method have been improved. CNN was shown to be the most successful method","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114949154","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
Potential leukaemia classification using ISURF-DLCNN from blood cell image 利用ISURF-DLCNN对血细胞图像进行潜在白血病分类
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1103
Anandbabu Gopatoti, Sivaram Rajeyyagari
There will be a total of 412,000 persons across the world who are diagnosed with leukaemia, with acute lymphoblastic leukaemia accounting for around 12% of all cases. As a consequence of this, leukaemia detection at an earlier stage has the potential to save the lives of millions of individuals. The identification of leukaemia using deep learning algorithms is the primary emphasis of this paper, along with blood cell counts. The photos are preprocessed using median filters, and then the K-means clustering (KMC) algorithm is used to split the data into its constituent parts. After that, the gathered features are fed into a deep learning convolutional neural network (DLCNN) in order to perform classification utilising an upgraded, speeded-up, and more robust feature descriptor (ISURF). The proposed technique achieved an accuracy rate of 99 percent while requiring a very low amount of effort, and it outperformed conventional approaches in terms of overall performance.
全世界将有41.2万人被诊断为白血病,其中急性淋巴细胞白血病约占所有病例的12%。因此,在早期阶段发现白血病有可能挽救数百万人的生命。使用深度学习算法识别白血病是本文的主要重点,以及血细胞计数。使用中值滤波器对图像进行预处理,然后使用K-means聚类算法将数据分割成其组成部分。之后,收集到的特征被输入深度学习卷积神经网络(DLCNN),以便利用升级、加速和更健壮的特征描述符(ISURF)执行分类。所提出的技术在需要非常少的努力的情况下实现了99%的准确率,并且在总体性能方面优于传统方法。
{"title":"Potential leukaemia classification using ISURF-DLCNN from blood cell image","authors":"Anandbabu Gopatoti, Sivaram Rajeyyagari","doi":"10.58599/ijsmem.2023.1103","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1103","url":null,"abstract":"There will be a total of 412,000 persons across the world who are diagnosed with leukaemia, with acute lymphoblastic leukaemia accounting for around 12% of all cases. As a consequence of this, leukaemia detection at an earlier stage has the potential to save the lives of millions of individuals. The identification of leukaemia using deep learning algorithms is the primary emphasis of this paper, along with blood cell counts. The photos are preprocessed using median filters, and then the K-means clustering (KMC) algorithm is used to split the data into its constituent parts. After that, the gathered features are fed into a deep learning convolutional neural network (DLCNN) in order to perform classification utilising an upgraded, speeded-up, and more robust feature descriptor (ISURF). The proposed technique achieved an accuracy rate of 99 percent while requiring a very low amount of effort, and it outperformed conventional approaches in terms of overall performance.","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"101 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120872942","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
Enhancing the efficiency and speed of heat transfer using shell and tube heat exchanger design 采用管壳式换热器设计,提高换热效率和换热速度
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1201
Anusha A, Desai Sathya Narayana Rao, Gaurav D. Saxena
The Heat Exchanger requires the least amount of initial investment and continuing maintenance while transferring energy at a maximum or minimum rate from a hot fluid to a cold fluid. With this technique, fluids are never mixed. Because they are used at high pressures and temperatures, Shell and Tube Heat Exchangers are always being improved in terms of efficiency and heat transfer rate. In this study, we suggest a design technique for a shell and tube heat exchanger that can increase the efficiency and rate of heat transfer. It consists of a tube, a tube inlet, a tube outlet, a shell, a shell inlet, a shell outlet, baffle plates, a circular tube bundle, and a baffle pitch. Three alternative pitches-Pitch-80, Pitch-60, and Pitch-40 with similar hot and cold water temperatures were taken into consideration when designing the heat exchanger described here. The helical baffle construction with Pitch Layouts is modified with varied specifications using Pitch-80, Pitch-60, and Pitch-40 and simulated with ANSYS R19.2 in the current invention (Fluent). When compared to the
热交换器需要最少的初始投资和持续维护,同时以最大或最小的速率将能量从热流体传递到冷流体。使用这种技术,液体永远不会混合。由于它们在高压和高温下使用,壳管式热交换器在效率和传热率方面一直在改进。在这项研究中,我们提出了一种壳管式换热器的设计技术,可以提高传热效率和传热速率。它由管、管入口、管出口、壳体、壳入口、壳出口、挡流板、圆形管束、挡流节距组成。在设计这里描述的热交换器时,考虑了三个可供选择的沥青-80,沥青-60和沥青-40,它们具有相似的热水和冷水温度。采用Pitch-80、Pitch-60和Pitch-40对螺距布局的螺旋折流板结构进行了不同规格的修改,并在本发明(Fluent)中使用ANSYS R19.2进行了仿真。当与
{"title":"Enhancing the efficiency and speed of heat transfer using shell and tube heat exchanger design","authors":"Anusha A, Desai Sathya Narayana Rao, Gaurav D. Saxena","doi":"10.58599/ijsmem.2023.1201","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1201","url":null,"abstract":"The Heat Exchanger requires the least amount of initial investment and continuing maintenance while transferring energy at a maximum or minimum rate from a hot fluid to a cold fluid. With this technique, fluids are never mixed. Because they are used at high pressures and temperatures, Shell and Tube Heat Exchangers are always being improved in terms of efficiency and heat transfer rate. In this study, we suggest a design technique for a shell and tube heat exchanger that can increase the efficiency and rate of heat transfer. It consists of a tube, a tube inlet, a tube outlet, a shell, a shell inlet, a shell outlet, baffle plates, a circular tube bundle, and a baffle pitch. Three alternative pitches-Pitch-80, Pitch-60, and Pitch-40 with similar hot and cold water temperatures were taken into consideration when designing the heat exchanger described here. The helical baffle construction with Pitch Layouts is modified with varied specifications using Pitch-80, Pitch-60, and Pitch-40 and simulated with ANSYS R19.2 in the current invention (Fluent). When compared to the","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"96 1 Suppl 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129039456","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
A 20-180MHz frequency band electrically tunable antenna for radiation immunity testing 用于辐射抗扰度测试的20-180MHz频段电调谐天线
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1106
Pratap Kumar, C.Sateesh kumar Reddy, Poornaiah Billa
Electromagnetic compatibility (EMC) is an essential part in today’s society and there are more products around us that emit electromagnetic waves than ever before. To make sure that all these products function properly under all circumstances EMC testing is needed. One test that is conducted is radiated immunity testing. A susceptibility antenna is needed to perform immunity testing. This research work aims to show that a tuneable antenna could be used for immunity testing in the frequency band 20-180 MHz and in the future replace the current antenna, which is not tuneable, used at SAAB Support and Services EMC. A simulation program called EZNEC+ was used to simulate different antennas that were tested in the semianechoic chamber at SAAB. Two antenna types showed better efficiency and reached lower in frequency than SAAB’s current antenna. These antennas were a bowtie antenna and an x-shaped antenna, both extending in
电磁兼容性(EMC)是当今社会必不可少的一部分,我们周围发射电磁波的产品比以往任何时候都多。为了确保所有这些产品在任何情况下都能正常工作,需要进行EMC测试。其中一个测试是辐射抗扰度测试。需要一个敏感天线来进行抗扰度测试。本研究工作旨在表明可调谐天线可用于20-180 MHz频段的抗扰度测试,并在未来取代目前在SAAB支持和服务EMC中使用的不可调谐天线。一个名为EZNEC+的模拟程序被用来模拟在萨博半消声室中测试的不同天线。两种天线都表现出更好的效率,并且达到了比萨博现有天线更低的频率。这些天线是一个领结天线和一个x形天线,都向内延伸
{"title":"A 20-180MHz frequency band electrically tunable antenna for radiation immunity testing","authors":"Pratap Kumar, C.Sateesh kumar Reddy, Poornaiah Billa","doi":"10.58599/ijsmem.2023.1106","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1106","url":null,"abstract":"Electromagnetic compatibility (EMC) is an essential part in today’s society and there are more products around us that emit electromagnetic waves than ever before. To make sure that all these products function properly under all circumstances EMC testing is needed. One test that is conducted is radiated immunity testing. A susceptibility antenna is needed to perform immunity testing. This research work aims to show that a tuneable antenna could be used for immunity testing in the frequency band 20-180 MHz and in the future replace the current antenna, which is not tuneable, used at SAAB Support and Services EMC. A simulation program called EZNEC+ was used to simulate different antennas that were tested in the semianechoic chamber at SAAB. Two antenna types showed better efficiency and reached lower in frequency than SAAB’s current antenna. These antennas were a bowtie antenna and an x-shaped antenna, both extending in","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116337025","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
Content based word image retrieval using multi-layer perception based convolutional neural networks 基于多层感知的卷积神经网络的基于内容的词图像检索
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1101
Anandbabu Gopatoti
Content based image retrieval (CBIR) plays the major role in real time applications likes search engines, libraries. The conventional CBIR systems are implemented by using basic image processing and machine learning models. So, they resulted in the poor performance against various situations. Therefore, this article is focused on implementation of CBIR system using multi-layer perception based convolutional neural network (MLP-CNN). Initially, principal component analysis (PCA) applied on images to perform the dimensionality reduction operation, which also extracts the content specific features. Further, MLP-CNN model is used to train the system and generates the trained features. Finally, the testing operation is performed using MLP-CNN, which generates the output as content specific images. The simulation results shows that the proposed method resulted in superior performance as compared to state of art approaches.
基于内容的图像检索(CBIR)在诸如搜索引擎、图书馆等实时应用中起着重要作用。传统的CBIR系统是通过基本的图像处理和机器学习模型来实现的。因此,它们导致了在各种情况下的糟糕表现。因此,本文的重点是利用基于多层感知的卷积神经网络(MLP-CNN)实现CBIR系统。最初,采用主成分分析(PCA)对图像进行降维操作,同时提取内容的特定特征。利用MLP-CNN模型对系统进行训练,生成训练后的特征。最后,使用MLP-CNN执行测试操作,它将输出作为内容特定的图像。仿真结果表明,与目前的方法相比,该方法具有更好的性能。
{"title":"Content based word image retrieval using multi-layer perception based convolutional neural networks","authors":"Anandbabu Gopatoti","doi":"10.58599/ijsmem.2023.1101","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1101","url":null,"abstract":"Content based image retrieval (CBIR) plays the major role in real time applications likes search engines, libraries. The conventional CBIR systems are implemented by using basic image processing and machine learning models. So, they resulted in the poor performance against various situations. Therefore, this article is focused on implementation of CBIR system using multi-layer perception based convolutional neural network (MLP-CNN). Initially, principal component analysis (PCA) applied on images to perform the dimensionality reduction operation, which also extracts the content specific features. Further, MLP-CNN model is used to train the system and generates the trained features. Finally, the testing operation is performed using MLP-CNN, which generates the output as content specific images. The simulation results shows that the proposed method resulted in superior performance as compared to state of art approaches.","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114557288","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
Pressure sensor diaphragm modelling and deformation analysis 压力传感器膜片建模及变形分析
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1301
V.Mouliraj, Ramesh Kumar Yadav, N.Balachandar
This paper develops Micro-electromechanical Systems-based pressure sensor diaphragms (MEMS). This paper aims to build, model, and test a MEMS-based diaphragm that uses numerous structures of the same area and material to sense differential pressure. Similar goals: Diaphragm deflection and sensitivity were studied using COMSOL multiphysics software. LTspice is a high-performance SPICE simulator with a graphical schematic capture interface. The diaphragm bends when pressure changes, affecting the substrate-diaphragm displacement in COMSOL and the voltage output in LTspice via changing the resistances of three sensors. Voltage output changes with diaphragm bending. Changing voltage and displacement indicate environmental pressure. This method improves instrument response. In this work, a circular diaphragm-based pressure sensor has higher displacement, sensitivity, and stress output responses than a square or rectangular one.
本文研究了基于微机电系统的压力传感器隔膜(MEMS)。本文旨在构建、建模和测试基于mems的膜片,该膜片使用相同面积和材料的许多结构来感知差压。相似的目标:使用COMSOL多物理场软件研究膜片挠度和灵敏度。LTspice是一个高性能的SPICE模拟器,具有图形原理图捕获接口。当压力变化时,膜片发生弯曲,通过改变三个传感器的电阻影响COMSOL中基片-膜片的位移和LTspice中的电压输出。电压输出随膜片弯曲而变化。电压和位移的变化表示环境压力。这种方法提高了仪器的响应。在这项工作中,基于圆形膜片的压力传感器比方形或矩形的压力传感器具有更高的位移、灵敏度和应力输出响应。
{"title":"Pressure sensor diaphragm modelling and deformation analysis","authors":"V.Mouliraj, Ramesh Kumar Yadav, N.Balachandar","doi":"10.58599/ijsmem.2023.1301","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1301","url":null,"abstract":"This paper develops Micro-electromechanical Systems-based pressure sensor diaphragms (MEMS). This paper aims to build, model, and test a MEMS-based diaphragm that uses numerous structures of the same area and material to sense differential pressure. Similar goals: Diaphragm deflection and sensitivity were studied using COMSOL multiphysics software. LTspice is a high-performance SPICE simulator with a graphical schematic capture interface. The diaphragm bends when pressure changes, affecting the substrate-diaphragm displacement in COMSOL and the voltage output in LTspice via changing the resistances of three sensors. Voltage output changes with diaphragm bending. Changing voltage and displacement indicate environmental pressure. This method improves instrument response. In this work, a circular diaphragm-based pressure sensor has higher displacement, sensitivity, and stress output responses than a square or rectangular one.","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115717386","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
Finite Element Analysis Optimises Material Selection and 3D Printing of Lower Limb Exoskeletons 有限元分析优化材料选择和3D打印下肢外骨骼
Pub Date : 1900-01-01 DOI: 10.58599/ijsmem.2023.1304
Ravichandran S, V. Jothiprakash, K. Venkatesan
The purpose of the technology behind exoskeletons is to achieve human-machine motor function. The performance of the military, industry, and the medical field is all improved with exoskeletons. Rehabilitative benefits can be gained from using medical exoskeletons. The design and development of mechanical structures have an impact on the cost of metabolic processes, as well as size, portability, and cost. Exoskeletons are now within reach of consumers in underdeveloped nations thanks to the miniaturisation of components including electronics, controls, motors, and drives. The use of alternative material for the exoskeleton structure improves both its safety and its strength while simultaneously reducing its overall cost. Frames can be made out of metals, composites, or polymers. In this study, the technology of additive manufacturing is used to choose the components that will go into an exoskeleton frame for lower limb rehabilitation. CATIA v5 generates a 3D model, and Ansys carries out a finite element analysis to estimate the deformation of the material and determine whether or not it is appropriate for use by various age groups.
外骨骼背后的技术目的是实现人机运动功能。军事、工业和医疗领域的性能都因外骨骼而得到改善。使用医用外骨骼可以获得康复的好处。机械结构的设计和开发对代谢过程的成本、尺寸、便携性和成本都有影响。由于电子、控制、电机和驱动器等部件的小型化,外骨骼现在在不发达国家的消费者触手可及。外骨骼结构的替代材料的使用提高了它的安全性和强度,同时降低了它的总体成本。框架可以由金属、复合材料或聚合物制成。在这项研究中,使用增材制造技术来选择将用于下肢康复的外骨骼框架的组件。CATIA v5生成三维模型,Ansys进行有限元分析,估计材料的变形,确定材料是否适合不同年龄段的人使用。
{"title":"Finite Element Analysis Optimises Material Selection and 3D Printing of Lower Limb Exoskeletons","authors":"Ravichandran S, V. Jothiprakash, K. Venkatesan","doi":"10.58599/ijsmem.2023.1304","DOIUrl":"https://doi.org/10.58599/ijsmem.2023.1304","url":null,"abstract":"The purpose of the technology behind exoskeletons is to achieve human-machine motor function. The performance of the military, industry, and the medical field is all improved with exoskeletons. Rehabilitative benefits can be gained from using medical exoskeletons. The design and development of mechanical structures have an impact on the cost of metabolic processes, as well as size, portability, and cost. Exoskeletons are now within reach of consumers in underdeveloped nations thanks to the miniaturisation of components including electronics, controls, motors, and drives. The use of alternative material for the exoskeleton structure improves both its safety and its strength while simultaneously reducing its overall cost. Frames can be made out of metals, composites, or polymers. In this study, the technology of additive manufacturing is used to choose the components that will go into an exoskeleton frame for lower limb rehabilitation. CATIA v5 generates a 3D model, and Ansys carries out a finite element analysis to estimate the deformation of the material and determine whether or not it is appropriate for use by various age groups.","PeriodicalId":103282,"journal":{"name":"International Journal of Scientific Methods in Engineering and Management","volume":"52 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127570754","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
期刊
International Journal of Scientific Methods in Engineering and Management
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1