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Deploying Nagios for Service Monitoring and Reporting 为服务监视和报告部署Nagios
Pub Date : 2023-11-08 DOI: 10.59256/ijire.20230405005
Riyaz B, Vijay K
NAGIOS is Server Monitoring tool as an important criteria coming to a data center operation and service .Detects all type of network errors or server issues and allowed to monitor the server performance issues by using Nagios. This can be manually and physically monitoring the location of the server and mapping the network interface and network bridge server will be monitor. Count every 10 minutes once the application will be running properly or else store application related bugs in data center. Large organizations always require fast and efficient network monitoring system which reports to the network administrator as soon as a network problem arises. This paper presents an effective and automatic network monitoring system that continuously monitor all the network switches and inform the administrator by E-MAIL or SMS when any of the network switch goes down. An efficient and automatic network monitoring is always required for large organizations like universities, companies and other business sectors where the manual network monitoring is very difficult. Since large organizations have a big network topology, the manual network monitoring causes waste of time to point out problem location.
NAGIOS是服务器监视工具,作为数据中心操作和服务的重要标准。检测所有类型的网络错误或服务器问题,并允许使用NAGIOS监视服务器性能问题。这可以手动和物理地监视服务器的位置,并映射网络接口和网络桥接服务器将被监视。一旦应用程序正常运行,每10分钟计数一次,否则将应用程序相关的错误存储在数据中心中。大型组织总是需要快速、高效的网络监控系统,当网络出现问题时及时向网络管理员报告。本文提出了一种有效的自动网络监控系统,该系统可以对所有网络交换机进行连续监控,并在网络交换机出现故障时通过E-MAIL或SMS通知管理员。对于大学、公司等大型机构来说,人工网络监控是非常困难的,因此需要高效、自动化的网络监控。由于大型组织具有较大的网络拓扑结构,手动网络监控会浪费时间来指出问题的位置。
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引用次数: 0
Detection of Cricket Shots Using Deep Learning 利用深度学习检测板球击球
Pub Date : 2023-10-24 DOI: 10.59256/ijire.20230405004
Manan Pruthi, Ashish Katyal, Sanyam a, Rishabh Semwal, Vijay Kumar
Classifying the different types of bats hots played in cricket has always been a challenging task in the field of cricket indexing .Identifying the type of shot bats man played during a match is a crucial aspect that has not been thoroughly studied. This information can be used for context-based advertisements for cricket viewers, creating sensor-based commentary systems, and coaching assistants. However, manually identifying the different hots from video frames is difficult due to the similarity between them. This project presents a new approach for recognizing and categorizing different crickets hots by using state-of-the-art techniques such as saliency and optical flow to capture both static and dynamic information, and Long Short Term Memory (LSTM) for representation extraction. Additionally, a new data set of120 videos has been introduced to evaluate the performance of the model, with 4 classes of shot search having 30videos.Themodelachievedanaccuracyof83.34%for the four classes of crickets’ hots. Key Word: Cricket, Convolution Neural Network, LSTM, Media Pipe
在板球索引领域中,对不同类型的板球球棒进行分类一直是一项具有挑战性的任务。在比赛中识别人们使用的击球棒类型是一个至关重要的方面,但尚未得到彻底的研究。这些信息可以用于板球观众的基于上下文的广告,创建基于传感器的评论系统和教练助理。然而,由于视频帧之间的相似性,手动识别不同的热点是困难的。本项目提出了一种新的方法来识别和分类不同的蟋蟀热,通过使用最先进的技术,如显著性和光流捕获静态和动态信息,并使用长短期记忆(LSTM)进行表征提取。此外,还引入了120个视频的新数据集来评估模型的性能,其中4类镜头搜索包含30个视频,模型对4类蟋蟀的镜头搜索达到了83.34%的准确率。关键词:板球;卷积神经网络;LSTM
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引用次数: 0
Comparative Analysis for Prediction of Pneumonia using Deep learning Methods 使用深度学习方法预测肺炎的比较分析
Pub Date : 2023-10-24 DOI: 10.59256/ijire.20230405003
Manan Pruthi, Ashish Katyal, Sanyam a, Rishabh Semwal, Vijay Kumar
Pneumonia is basically an infection which can infect one or both the lungs of a person through their air bladders. Their sacs of such a person might get filled with pus, which in turn cause cough along with problems related to breathing and fever. Pneumonia is usually originated from various organisms such as viruses, fungi and bacteria. Pneumonia may be mild or even life-threatening in some situations. It usually turns out to be very serious for newborns and very young children, also for senior citizens having age more than 65 years, especially people alreadyhavingsomehealthissuesorenfeebleimmunesystems.Thisresearch focuses on comparing the best ways of using Machine Learning and Deep Learning for detecting Pneumonia using its different symptoms as features. For the purpose of this research, the data setthath as been use dcan be extracted from Kaggle website. It is a comparative study to compare which as pects of the disease should be considered for the best model. We compared various deep learning and machine learning models such as Random Forest and numerous Convolutional Neural Network architectures(VGG-16,InceptionV3,2:1 Architecture without using Batch Normalization andDropout,4:2ArchitectureusingBatchNormalizationandDropout,5Convolutional Blocks CNN with Batch Normalization and Max-pooling) for each and every feasible symptom to provide a holistic way of determining whether or not patients offers from Pneumonia. Key Word: Pneumonia,ConvolutionalNeuralNetwork,VGG-16,InceptionV3, Random Forest
肺炎基本上是一种感染,它可以通过人的膀胱感染一个或两个肺。这样的人的囊可能会充满脓液,从而导致咳嗽以及与呼吸和发烧有关的问题。肺炎通常是由病毒、真菌和细菌等多种生物引起的。肺炎可能是轻微的,在某些情况下甚至会危及生命。它通常对新生儿和幼儿非常严重,对65岁以上的老年人也很严重,尤其是那些已经有一些健康问题或免疫系统较弱的人。本研究的重点是比较使用机器学习和深度学习以不同症状为特征检测肺炎的最佳方法。本研究使用的数据集可以从Kaggle网站中提取。这是一项比较研究,比较疾病的哪些方面应该被认为是最好的模型。我们比较了各种深度学习和机器学习模型,如随机森林和许多卷积神经网络架构(VGG-16,InceptionV3,不使用批处理归一化和dropout的2:1架构,使用批处理归一化和dropout的4:2架构,使用批处理归一化和Max-pooling的5Convolutional Blocks CNN)的每个可行症状,以提供一种确定患者是否患有肺炎的整体方法。关键词:肺炎,卷积神经网络,VGG-16,InceptionV3,随机森林
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引用次数: 0
Machine Learning and Deep Learning Approaches For Brain Disease Diagnosis 脑疾病诊断的机器学习和深度学习方法
Pub Date : 2023-10-03 DOI: 10.59256/ijire.20230405002
Nishadevi V, Sandanalakshmi S
Recent Recognition and division of a mind cancer, for example, glioblastoma multi shaped in attractive reverberation (MR) pictures are frequently difficult because of its characteristically heterogeneous sign qualities. A strong division strategy for cerebrum growth X-ray checks was created and tried. Techniques Basic limits and measurable strategies can't enough portion the different components of the GBM, like nearby difference upgrade, rot, and edema. Most voxel-based techniques can't accomplish agreeable outcomes in bigger informational indexes, and the strategies in view of generative or discriminative models have natural constraints during application, for example, little example set learning and move. The commitments of these two tasks were to show the complicated collaboration of mind and conduct and to comprehend and analyze cerebrum sicknesses by gathering and dissecting huge amounts of information. Chronicling, examining, and sharing the developing neuroimaging datasets presented significant difficulties. Multimodal MR pictures are sectioned into super pixels utilizing calculations to ease the inspecting issue and to further develop the example representativeness. Then, highlights were separated from the super pixels utilizing staggered Gabor wavelet channels. In view of the elements, grey level co-occurrence matrix (GLCM) model and a fondness metric model for growths were prepared to beat the impediments of past generative models.
最近的一种精神癌,例如,在吸引混响(MR)图像中呈多形性的胶质母细胞瘤,由于其特征的异质性特征,通常很难识别和区分。创建并尝试了大脑生长x射线检查的强大划分策略。基本的限制和可测量的策略不足以区分GBM的不同组成部分,如附近差异升级,腐烂和水肿。大多数基于体素的技术在更大的信息索引下无法取得令人满意的结果,并且基于生成或判别模型的策略在应用过程中存在天然的约束,例如很少的样例集学习和移动。这两项任务的任务是展示思维和行为的复杂协作,并通过收集和剖析大量信息来理解和分析大脑疾病。记录、检查和共享发展中的神经影像学数据集存在重大困难。利用计算将多模态磁共振图像分割成超像素,以简化检测问题并进一步发展示例代表性。然后,利用交错Gabor小波通道从超级像素中分离出高光。在此基础上,提出了灰度共生矩阵(GLCM)模型和增长偏好度量模型,克服了以往生成模型的不足。
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引用次数: 2
Wear Behavior of DLC Coated HSS with Hydraulic Fluids DLC涂层高速钢与液压油的磨损行为
Pub Date : 2023-09-13 DOI: 10.59256/ijire.20230405001
Ashutosh Kumar Singh, Ayush Guha
The worldwide rotary pump market was estimated at around $5000 million in 2020 and the market is supposed to increase by 20% toward the end of 2026, seeing a compounded annual growth rate of 3% over a period from 2022-2026. The scrapping of an engineered component made from non-renewable resources at an early stage in life due to wear goes against the ethics of the conservation of natural resources as the frictional processes lead to dissipation of a part of input energy. In this context many research works focused on analyzing wear behavior using various formulated and vegetable oils but no works investigated on using hydraulic oils as lubricant for wear preventative nature. The objective of the work was to obtain diamond-like carbon coating on high-speed steel samples and test them for better wear preventative behavior with different hydraulic fluids. The HSS ball sample of 12.7 mm diameter were used as a substrate on which the dlc coating was to be developed using then RF-PECVD technique. The developed DLC coating was characterized by conducting X-Ray diffraction which suggested the coating to be of amorphous structure, Raman spectroscopy which determined the content of graphite (sp2 ) to be 47% and that of diamond (sp3 ) to be 53%.Further nanoindentation was conducted to compare the hardness of the high-speed steel sample before and after coating which was 12.22GPa and 35.56GPa respectively. The four ball test was performed to investigate the anti-wear properties of lubricating oil at specific conditions such as higher load, controlled temperature and constant rotating speed of the ball as per the ASTM D4172. The four ball results show that the coefficient of friction for samples reduces by around 36% when test oil 3 is used in uncoated samples and 48% in coated samples. Also, the wear rate for the test oil 3 for coated samples was found to be 0.7381x10-6 mm/Nm, which is the lowest wear rate among the other test oils. The outcome of the project is the reduction of coefficient of friction by 84% with respect to dry condition when test oil 3 is used. Therefore, it can be deduced that test oil 3 stands out as the most effective lubricant among the trio of test oils.In this direction , further work can be carried out by carrying out four ball tests with lubricant oils in combination with additives to it so as to enhance the base oil property and suppress undesirable base oil properties. Fabrication and manufacturing of the vane model can be done to validate the result with the help of experimental work. Key Word: DLC; HSS; Raman Spectrograph; AFM; 4-Ball Test, Hydraulic Oil.
到2020年,全球旋转泵市场估计约为5亿美元,到2026年底,市场预计将增长20%,2022-2026年期间的复合年增长率为3%。由不可再生资源制成的工程部件在生命的早期阶段因磨损而报废,这违背了保护自然资源的伦理,因为摩擦过程会导致部分输入能量的耗散。在此背景下,许多研究工作集中在分析各种配方油和植物油的磨损行为,但没有研究使用液压油作为润滑剂的预防磨损性质。这项工作的目的是在高速钢样品上获得类金刚石碳涂层,并测试它们在不同液压油下更好的防磨损性能。以直径为12.7 mm的HSS球样为基体,采用RF-PECVD技术在其上制备dlc涂层。用x射线衍射对所制备的DLC涂层进行了表征,表明涂层为非晶结构,拉曼光谱测定石墨(sp2)含量为47%,金刚石(sp3)含量为53%。进一步对涂层前后的高速钢试样进行纳米压痕处理,硬度分别为12.22GPa和35.56GPa。按照ASTM D4172标准,进行四球试验,以研究润滑油在特定条件下的抗磨性能,如高负荷、可控温度和恒定转速下的抗磨性能。四球试验结果表明,在未涂覆试样中使用测试油3,试样的摩擦系数降低约36%,在涂覆试样中使用测试油3,试样的摩擦系数降低约48%。此外,测试油3对涂层样品的磨损率为0.7381 × 10-6 mm/Nm,是其他测试油中最低的磨损率。该项目的结果是,当使用试验油3时,相对于干燥条件,摩擦系数降低了84%。因此,可以推断,在三种试验油中,试验油3是最有效的润滑剂。在这个方向上,可以进一步开展工作,将润滑油与添加剂结合进行四次球试验,以提高基础油性能,抑制不良基础油性能。叶片模型的制作和制造可以通过实验工作来验证结果。关键词:DLC;高速钢;拉曼光谱仪;AFM;液压油球试验
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引用次数: 0
Software Engineering: New Methodologies, Tools, and Best Practices in Software Development 软件工程:软件开发中的新方法、工具和最佳实践
Pub Date : 2023-09-04 DOI: 10.15680/ijirset.2023.1208077
Twinkle Bhowmick, Suraj Koner, Biraj Saha, Debosree Ghosh, Bablu Pramanik
Software engineering is a dynamic field that is always evolving to meet the demands of difficult software development projects. This journal article investigates contemporary software engineering methodologies, tools, and best practices in order to enhance the efficiency, quality, and dependability of software development processes. We discuss the most recent advancements in quality assurance, DevOps, agile software development, and automated testing. We also look at the role that cooperation, communication, and project management have in efficient software engineering methods. By highlighting these advances, this article aims to promote the delivery of high-quality software products and improve software development processes.
软件工程是一个动态的领域,它总是在不断发展以满足困难的软件开发项目的需求。这篇期刊文章调查了当代软件工程方法、工具和最佳实践,以提高软件开发过程的效率、质量和可靠性。我们讨论了质量保证、DevOps、敏捷软件开发和自动化测试方面的最新进展。我们还将探讨合作、沟通和项目管理在有效的软件工程方法中所扮演的角色。通过强调这些进步,本文旨在促进高质量软件产品的交付,并改进软件开发过程。
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引用次数: 0
Plot Positioning and Media Planning 剧情定位与媒体策划
Pub Date : 2023-07-25 DOI: 10.15680/ijirset.2023.12070043
Mithun Gowda C G, M. B
The major structural formation that will be offered with the aid of the services system that is being created are stream analysis and competitive resolution. In the Present scenario different tools are used for analyzing different social media. In this application the analysis over different social media is done by a single tool. The system offers high volume flexibility, numerous types of element transfer and statistic aggregation. The platform interactions and positioned crafting activities are both protected by authenticated processed security, which increases the system’s flexibility and security.
在正在创建的服务系统的帮助下,将提供的主要结构形式是流分析和竞争性解决。在当前场景中,使用不同的工具来分析不同的社交媒体。在这个应用程序中,对不同社交媒体的分析是由一个工具完成的。该系统提供高容量灵活性,多种类型的元素转移和统计聚合。平台交互和定位的制作活动都受到经过身份验证的处理安全性的保护,这增加了系统的灵活性和安全性。
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引用次数: 0
Simulation of Dual Combustion Cycle in Internal Combustion Engines using MATLAB 内燃机双燃烧循环的MATLAB仿真
Pub Date : 2023-07-25 DOI: 10.15680/ijirset.2023.12070035
Siddhartha Bhowmick, Bishal Singh, Md Mushahid Ansari, M. Sharma
The aim of this study is to develop a comprehensive mathematical model to accurately represent the dual combustion cycle in internal combustion engines, with a focus on improving combustion efficiency and reducing emissions. The novelty of this research lies in the integration of advanced combustion models within the mathematical framework to capture the unique characteristics of dual combustion cycles. The model will consider factors such as combustion characteristics, fuel-air mixing, heat transfer, and emissions. By accurately simulating the dual combustion cycle, valuable insights can be gained into the complex interactions occurring within the engine, leading to the development of optimized engine design and control strategies. The proposed model will be implemented using MATLAB, which offers flexibility and computational efficiency. The results obtained from the simulation can be validated against experimental data to ensure the accuracy and reliability of the model. This study is expected to contribute to the advancement of dual combustion cycle technology and provide valuable guidance for the design and optimization of future internal combustion engines.
本研究的目的是建立一个全面的数学模型,以准确地表示内燃机的双燃烧循环,重点是提高燃烧效率和减少排放。该研究的新颖之处在于将先进的燃烧模型整合到数学框架中,以捕捉双燃烧循环的独特特征。该模型将考虑诸如燃烧特性、燃料-空气混合、传热和排放等因素。通过精确模拟双燃烧循环,可以对发动机内部发生的复杂相互作用获得有价值的见解,从而开发出优化的发动机设计和控制策略。该模型将使用MATLAB实现,具有灵活性和计算效率。仿真结果可以与实验数据进行验证,保证了模型的准确性和可靠性。该研究有望为双燃烧循环技术的发展做出贡献,并为未来内燃机的设计和优化提供有价值的指导。
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引用次数: 0
A Novel Approach to Controlling Parameters of Three-Phase Induction Motor 一种控制三相异步电动机参数的新方法
Pub Date : 2023-07-25 DOI: 10.15680/ijirset.2023.1207076
Mohamad Saad Belwadi, Srishtik G Bhandarkar, Su C-J
Every day iot performs an important position in our everyday existence. More than 80% of electromechanical conversion in industrial drives belongs to the Induction Motor (IM)And this wide variety is growing year on year all through the sector as the gadget moved from manual to automatic. However most induction motors are manually operated and cannot be monitored remotely. Induction motor vehicles are also such huge a part of our electric load and now not being able to reveal and control the motor despite the fact that the era exists within the form of iotis disheartening. This paper is at the smart tracking and manipulate of induction motors with the assist of a web application and real-time database. The system proposed here may be used with any existing induction motor that's being controlledVia a VFD. This gadget offers a complete way to reveal and manipulate the motor remotely with only a device that has a browser and a web connection and also to hit upon and expect deviations from everyday running parameters in advance than the superiority of motor failure.
每一天,物联网在我们的日常生活中扮演着重要的角色。工业驱动器中超过80%的机电转换属于感应电机(IM),随着这个小工具从手动向自动的转变,这种种类正逐年增长。然而,大多数感应电机是手动操作的,不能远程监控。感应电机也是我们电力负荷的很大一部分,现在无法显示和控制电机,尽管这个时代以io的形式存在,这令人沮丧。本文以web应用程序和实时数据库为辅助工具,研究感应电机的智能跟踪与控制。这里提出的系统可以与任何现有的通过变频器控制的感应电机一起使用。这个小工具提供了一种完整的方式来显示和远程操纵电机,只需要一个有浏览器和网络连接的设备,而且还可以提前发现和预期与日常运行参数的偏差,而不是电机故障的优势。
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引用次数: 0
Design and Implementation of Smart Control Elevator Based on Biometric Recognition System for People with Special Needs 基于特殊人群生物识别系统的智能控制电梯的设计与实现
Pub Date : 2023-06-25 DOI: 10.15680/ijirset.2023.1206002
Sabeur Masmoudi
The elevators have been developed to serve the requested passenger’s floors with efficient vertical transportation. However, it presents permanent difficulties for people with special needs. They can’t manipulate easily those elevators and usually make them feel uncomfortable. Many researches propose an efficient solution for those peoples based on biometric technology. The main purpose of this research is to investigate the effectiveness and accuracy of the biometric recognition technology in the development of a smart elevator for people with special needs and how to help them to use elevators easily based on multimodal biometric systems? In this paper, we developed a prototype of an efficient three floors smart elevator through programmable electronic devices such as microcontroller and programmable logic controller. The proposed smart elevator allow handicapped peoples to control the elevator easily and comfortably, especially people with speechless, visual, hearing, and physical impairments that have daily challenges with elevator. An average performance rate more than 98% has been stored with an efficient control of the proposed smart elevator. The proposed smart elevator permits to facilitate the daily life of people with special needs making them more independent by using biometric recognition modalities.
电梯的设计目的是为不同楼层的乘客提供高效的垂直运输服务。然而,它给有特殊需要的人带来了永久的困难。他们不能很容易地操纵那些电梯,通常让他们感到不舒服。许多研究提出了一种基于生物识别技术的有效解决方案。本研究的主要目的是探讨生物识别技术在特殊需求人群智能电梯开发中的有效性和准确性,以及如何帮助他们轻松使用基于多模态生物识别系统的电梯。本文通过微控制器和可编程逻辑控制器等可编程电子设备,开发了一种高效的三层智能电梯原型。这款智能电梯可以让残疾人轻松舒适地控制电梯,尤其是那些日常使用电梯有困难的聋哑人、视觉障碍者、听力障碍者和肢体障碍者。通过对智能电梯的有效控制,实现了98%以上的平均性能。拟建的智能电梯,利用生物识别模式,方便有特殊需要人士的日常生活,使他们更独立。
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引用次数: 0
期刊
International Journal of Innovative Research in Science, Engineering and Technology
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