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Design and Implementation of Encryption/ Decryption Architectures for BFV Homomorphic Encryption Scheme BFV 同态加密方案的加密/解密架构设计与实现
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63724
Vaddi Hari Chandana
Abstract: Now a days security is the prime part for both, the satellites communication of the electronics data and the stored data, hence encryption is important for information processing system and communication network. The proposed approach is easy to learn due the use of speed efficient Vedic multiplier. Since it minimizes the execution time and area, so the delay and power consumption is further decrease by the compact and flexible approach in the Mix column transform which takes different approach rather than conventional multiplication previously. The structure style of modeling helps to easy understandable the proposed design of algorithm. BFV is the symmetrical has designed and verified in the Verilog HDL in Xilinx tool. In this project we present using kogge-stone adder and Vedic multiplier.
摘要:如今,安全是电子数据卫星通信和存储数据的首要组成部分,因此加密对于信息处理系统和通信网络来说非常重要。由于使用了速度高效的吠陀乘法器,所提出的方法易于学习。由于它最大限度地减少了执行时间和面积,因此通过混合列变换这种紧凑灵活的方法,进一步降低了延迟和功耗。建模的结构风格有助于轻松理解所提出的算法设计。BFV 是一种对称算法,已通过 Xilinx 工具中的 Verilog HDL 进行了设计和验证。在这个项目中,我们使用了 kogge-stone 加法器和吠陀乘法器。
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引用次数: 0
Intelligent Skin Cancer Detection with Preliminary Diagnosis using CNN 利用 CNN 进行初步诊断的智能皮肤癌检测
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63541
K. Ragini
Abstract: This paper addresses the critical need for early and accurate diagnosis of skin cancer, a prevalent global health concern. Recognizing the challenges posed by prolonged waiting times and subjective evaluations in clinical set things, the study focuses on leveraging deep learning techniques to enhance skin disease classification and detection. The research confronts the inherent class imbalance issue, where the number of affected classes is notably lower than the healthy class and strives to elucidate the decision-making processes employed by the models. The authors suggest a comprehensive smart healthcare system implemented through an Android application from start to finish. Evaluating the effectiveness of the proposed deep learning technique, the study utilizes ResNet50, DenseNet169, VGG16, Xception, and DenseNet201 for classification, with Xception achieving a notable 96% accuracy. Additionally, YoloV5, YoloV6, YoloV7, and YoloV8 models are employed for skin lesion detection. Notably, ResNet50 attains a commendable 90% training accuracy, while Xception demonstrates potential for further performance enhancement. This comprehensive exploration of diverse models and techniques contributes to advancing skin cancer diagnosis, emphasizing the importance of accuracy in patient outcomes.
摘要:皮肤癌是全球普遍关注的健康问题,本文探讨了早期准确诊断皮肤癌的关键需求。由于认识到在临床工作中漫长的等待时间和主观评价所带来的挑战,该研究侧重于利用深度学习技术来增强皮肤病的分类和检测。该研究正视固有的类不平衡问题,即患病类的数量明显低于健康类,并努力阐明模型采用的决策过程。作者建议自始至终通过一个安卓应用程序实施一个全面的智能医疗系统。为了评估所提出的深度学习技术的有效性,该研究利用 ResNet50、DenseNet169、VGG16、Xception 和 DenseNet201 进行分类,其中 Xception 的准确率高达 96%。此外,还采用了 YoloV5、YoloV6、YoloV7 和 YoloV8 模型进行皮肤病变检测。值得注意的是,ResNet50 的训练准确率达到了令人称赞的 90%,而 Xception 则显示出进一步提高性能的潜力。这种对不同模型和技术的全面探索有助于推进皮肤癌诊断,强调了准确性对患者预后的重要性。
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引用次数: 0
The Taxonomic Diversity and Conservation Status of Endemic Plant Species in the Gangetic Plains of Prayagraj 普拉亚格拉杰恒河平原特有植物物种的分类多样性和保护现状
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63576
Praveen Kumar Singh
Abstract: This study investigates the taxonomic diversity and conservation status of endemic plant species in the Gangetic plains of Prayagraj. Field surveys and literature review identified 125 endemic plant species, distributed across 45 families and 78 genera. Assessment of their conservation status revealed that 30% of these species are threatened, with 15% categorized as critically endangered. The primary threats to these endemic plants include habitat loss due to urbanization and agricultural expansion, fragmentation, and anthropogenic pressures such as grazing and invasive species encroachment. Conservation efforts are urgently needed to mitigate these threats and ensure the preservation of the unique flora in the Gangetic plains of Prayagraj. Priority actions include habitat preservation, restoration initiatives, and community engagement to promote sustainable land use practices. This research provides valuable insights into the conservation priorities for endemic plant species in this region, serving as a foundation for future conservation strategies and biodiversity management efforts.
摘要:本研究调查了普拉亚格拉杰恒河平原特有植物物种的分类多样性和保护现状。通过实地调查和文献查阅,确定了 125 种特有植物,分布在 45 科 78 属中。对其保护状况的评估显示,其中 30% 的物种受到威胁,15% 被列为极度濒危物种。这些特有植物面临的主要威胁包括城市化和农业扩张导致的栖息地丧失、支离破碎以及放牧和入侵物种侵占等人为压力。目前迫切需要开展保护工作,以减轻这些威胁,确保普拉亚格拉杰恒河平原上的独特植物得以保存。需要优先采取的行动包括保护栖息地、采取恢复措施以及让社区参与进来,促进可持续的土地利用方式。这项研究为该地区特有植物物种的保护重点提供了宝贵的见解,为未来的保护战略和生物多样性管理工作奠定了基础。
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引用次数: 0
Rheological and Mechanical Properties of Standard Concrete by using locally available Calcareous and Siliceous Material 利用当地的石灰质和硅质材料制作标准混凝土的流变学和力学性能
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63703
Dr. Mirza Aamir Baig
Abstract: The investigates is basically on the Rheological and Mechanical properties of standard concrete by using Locally available Calcareous and Siliceous material and a comparative study is done for the rheological parameter for mixes with or without using superplasticizer. For rheological parameter, various mixes with water cement ratio of 0.45 and slump value of 120 mm were prepared for the experiment by replacing different percent as (0%,5%,10%,15%) of locally available material such as Metakaolin and tested with German based instrument ICAR Rheometer. Test on Rheometer is done to study flow property of concrete so that concrete mixes can be pumped to high rise building properly. As per the finding, as the metakaolin percentage were increased the static yield and dynamic yield stress decreases this indicate that it is easy to pump at higher blending. For mechanical properties, mixes were prepared and test Performed is compressive strength test. The findings of this experiment have important implication for construction industry basically in the high-rise structure
摘要:研究的主要内容是利用当地可获得的石灰质和硅质材料对标准混凝土的流变学和机械性能进行研究,并对使用或不使用超塑化剂的混合料的流变学参数进行比较研究。在流变参数方面,实验中通过添加不同比例(0%、5%、10%、15%)的当地材料(如偏高岭土),制备了水灰比为 0.45、坍落度值为 120 毫米的各种混合料,并使用德国仪器 ICAR 流变仪进行了测试。流变仪测试的目的是研究混凝土的流动性能,以便将混凝土拌合物正确地泵送到高层建筑中。结果表明,随着偏高岭土比例的增加,静态屈服应力和动态屈服应力都有所降低,这表明掺量越高,混凝土越容易泵送。在机械性能方面,我们制备了混合料,并进行了抗压强度测试。本实验的结果对建筑行业(主要是高层建筑)具有重要意义。
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引用次数: 0
Economic Optimization and Performance Enhancement of Rooftop Solar Power Systems Using Concentrated Solar Technology and Advanced Materials 利用聚光太阳能技术和先进材料优化屋顶太阳能发电系统的经济性并提高其性能
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63691
Sanjay Kumar
Abstract: This research investigates the economic optimization and performance enhancement of rooftop solar power systems through the integration of concentrated solar technology and advanced materials. The aim is to assess the viability and effectiveness of these innovations in both residential and commercial settings. By focusing on improving energy efficiency and reducing costs, the study provides a comprehensive economic perspective on the adoption of these advanced solar technologies. Key aspects of the research include the evaluation of lifecycle costs, energy yield, and payback periods, offering insights into the long-term financial benefits and feasibility of implementing such systems. The integration of concentrated solar technology enhances the intensity of solar energy captured, thereby significantly boosting the efficiency of rooftop solar panels. Advanced materials, such as perovskites, multi-junction cells, and nanomaterials, are examined for their potential to improve energy absorption, durability, and overall performance of solar panels. The research employs simulation software to model the performance of these optimized systems under various environmental conditions, providing a detailed analysis of their energy output and efficiency.
摘要:本研究通过聚光太阳能技术与先进材料的整合,探讨屋顶太阳能发电系统的经济优化和性能提升。目的是评估这些创新在住宅和商业环境中的可行性和有效性。通过关注提高能源效率和降低成本,该研究为采用这些先进太阳能技术提供了一个全面的经济视角。研究的主要方面包括对生命周期成本、能源产量和投资回收期的评估,从而深入了解实施此类系统的长期经济效益和可行性。聚光太阳能技术的集成增强了捕获太阳能的强度,从而显著提高了屋顶太阳能电池板的效率。研究还考察了过氧化物、多接面电池和纳米材料等先进材料在提高太阳能电池板的能量吸收、耐用性和整体性能方面的潜力。研究采用仿真软件对这些优化系统在各种环境条件下的性能进行建模,对其能量输出和效率进行详细分析。
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引用次数: 0
Real-time Intelligence in Sustainable Restaurant Management 可持续餐厅管理中的实时智能
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63706
Anurag Bharati
Abstract: The growing field of real-time intelligence (RTI) in sustainable restaurant management addresses the imperative to enhance restaurant efficiency and sustainability through data-driven strategies. As the restaurant industry faces pressure to balance environmental impact with service quality, embracing modern technologies becomes crucial. This study aims to explore and assess the potential of RTI systems for managing reservations and predicting food demand in sustainable restaurants. The methodology involves rigorous desk-based research, drawing from reputable scholarly sources, industry reports, and credible online platforms. Findings highlight the multifaceted benefits of RTI, including data-driven optimization of labor, inventory, and green initiatives. RTI also optimizes table bookings and resource allocation, minimizing wait times and food waste for a more sustainable operation. However, data privacy concerns present challenges that demand comprehensive strategies, including privacy-by-design principles and adherence to regulatory standards. Future recommendations encompass cloud-based deployment, structural evolution, data and machine learning enhancements, and further refinements. This research contributes to advancing the integration of RTI systems to foster efficient, sustainable, and customer-centric restaurant management practices.
摘要:可持续餐饮管理中的实时智能(RTI)领域不断发展,通过数据驱动战略提高餐饮效率和可持续发展势在必行。由于餐饮业面临着平衡环境影响与服务质量的压力,采用现代技术变得至关重要。本研究旨在探索和评估 RTI 系统在可持续餐厅预订管理和食品需求预测方面的潜力。研究方法包括严格的案头研究,从著名的学术资料、行业报告和可信的网络平台中汲取素材。研究结果强调了 RTI 的多方面优势,包括数据驱动的劳动力、库存和绿色计划优化。RTI 还能优化餐桌预订和资源分配,最大限度地减少等待时间和食物浪费,实现更可持续的运营。然而,数据隐私问题带来了挑战,需要全面的策略,包括隐私设计原则和遵守监管标准。未来的建议包括基于云的部署、结构演变、数据和机器学习增强以及进一步完善。这项研究有助于推进 RTI 系统的整合,促进高效、可持续和以客户为中心的餐厅管理实践。
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引用次数: 0
Real Time Dress Code Adherence Recognition in an Academic Setting Using a Deep Learning Model 利用深度学习模型实时识别学术环境中的着装规范遵守情况
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63641
Ayobami Olawale Fakunle
Abstract: Machine learning is finding application in many fields as a tool. Its increasing adoption fueled by rapid advancements in algorithms and hardware. Deep learning techniques have shown great capabilities in image recognition, face recognition and other vision tasks. The proposed model describes the use of a deep learning method for the soft biometrics’ classification of clothing according to a predefined dress code standard in an academic setting. The Yolov4 architecture is used in this work for detection and classification. A custom dataset of images is gathered at a higher institution of learning by volunteer students which are subsequently box annotated for location of clothed figures. These are used for training and testing of the dress code detection model. The proposed model indicates detection by drawing bounding boxes and classifies by gender into appropriately dressed APD and not appropriately dressed NAPD. The results indicate that the proposed deep learning model is an efficient and successful network configuration for dress code detection and classification.
摘要:机器学习作为一种工具正在许多领域得到应用。算法和硬件的快速发展推动了机器学习的日益普及。深度学习技术已在图像识别、人脸识别和其他视觉任务中显示出强大的能力。所提出的模型描述了如何使用深度学习方法,在学术环境中根据预定义的着装标准对服装进行软生物识别分类。本作品使用 Yolov4 架构进行检测和分类。在一所高等学府中,志愿者学生收集了定制的图像数据集,随后对这些数据集进行了盒式注释,以确定着装人物的位置。这些数据用于着装检测模型的训练和测试。所提出的模型通过绘制边界框来进行检测,并按性别分为着装得体的 APD 和着装不得体的 NAPD。结果表明,所提出的深度学习模型是一种高效、成功的着装检测和分类网络配置。
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引用次数: 0
Calculating the Volume of the Sediment Wedge in Retention Check Dams by Using Most Appropriate Models in Jammu and Kashmir's Budgam District 使用最合适的模型计算查谟和克什米尔布加姆地区拦水坝的沉积楔体积
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63542
Dr. Bashir Ahmad Pandit
Abstract: Though their efficacy is currently under question, check dams are crucial for sediment retention globally. To estimate the retained sediment fast, readily, and with a suitable degree of approximation, 10 geometric models are proposed in this study together with their field technique and equations. The models were used to calculate the volume of trapped silt and compare them with other commonly used techniques on a sample of check dams in the Budgam district of Jammu and Kashmir based on the valley's form. Compared to topographic methods, our geometric method produced lesser volumes, but it produced larger volumes than basic methods. As a result, this approach minimizes fieldwork, computations, and expense when used as a preliminary approximation to estimate the sediment trapped by check dams and tiny silted dams. Additionally, compared to the outdated, basic procedures, it enables the selection of a higher precision and better match to the sediment wedge shape.
摘要:尽管拦河坝的功效目前受到质疑,但在全球范围内,拦河坝对拦蓄泥沙至关重要。为了快速、方便、近似地估算拦蓄泥沙量,本研究提出了 10 个几何模型及其现场技术和方程。在查谟和克什米尔布德加姆地区的一个检查坝样本上,根据山谷的地形,使用这些模型计算被截留的淤泥量,并与其他常用技术进行比较。与地形方法相比,我们的几何方法产生的体积较小,但比基本方法产生的体积大。因此,如果将这种方法用作估算拦河坝和小型淤地坝拦截泥沙的初步近似值,可以最大限度地减少实地工作、计算和费用。此外,与过时的基本程序相比,它可以选择更高的精度和更符合泥沙楔形的形状。
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引用次数: 0
An Investigation of Seismic Behaviour of Prestressed Concrete Frame Structures using Pushover Analysis 利用推力分析法研究预应力混凝土框架结构的抗震行为
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63588
Ratanak Mony
Abstract: The prestressed concrete system is a prominent material in civil engineering, with applications ranging from buildings, bridges, foundations, piling, silos, stadiums, roadways, and other infrastructure. However, this work is primarily concerned with its applicability to building frame constructions subjected to seismic loading. The prestressed concrete system for frame constructions not only reduces the amount of structural components, but it is also a cost-effective technology that provides outstanding strength and stiffness, as well as quick and simple site erection. Hence, we will be able to use these prestressed concrete components to their full capacity, unlocking engineering and social benefits that were previously impossible. Prestressed concrete designs, as opposed to reinforced concrete designs, can give structures with substantially longer spans, no cracks, or fewer cracks with tiny crack widths. Nonetheless, research on the seismic behaviour of prestressed concrete frame structures is relatively restricted, with the majority of studies focusing on reinforced concrete structures. Finally, the provisional versions of modern building codes such as ACI 318, GB50010, and EC2 do not provide thorough processes for seismic design of prestressed concrete structures. In this work, the seismic design and behaviour of prestressed concrete building frames are explored using the most recent design code. Three model-building codes will be investigated and compared, including ACI 318- 14, Eurocode 2004-2, and Chinese GB500010-2010. The 10-story prestressed concrete frame system is subjected to gravity and seismic loading, and the strong-column weak beam mechanism is archived to conform with the newly implemented building design code. To examine the behaviour of prestressed concrete frame structures, nonlinear static pushover analysis is used to capture the reaction under earthquake loading. The stiffness and strength needed will be designed in compliance with the three major building codes indicated. In addition, the finite element model will be created using CSI Sap200 to capture its actions.
摘要:预应力混凝土系统是土木工程中的一种重要材料,其应用范围包括建筑物、桥梁、地基、桩基、筒仓、体育场馆、道路和其他基础设施。不过,这项工作主要关注其在承受地震荷载的建筑框架结构中的适用性。用于框架结构的预应力混凝土系统不仅可以减少结构构件的数量,而且是一种具有成本效益的技术,可提供出色的强度和刚度,以及快速、简单的现场安装。因此,我们将能够充分利用这些预应力混凝土构件,释放出以前不可能实现的工程和社会效益。与钢筋混凝土设计相比,预应力混凝土设计可以大大延长结构的跨度,不产生裂缝,或产生较少的裂缝,裂缝宽度很小。然而,对预应力混凝土框架结构抗震性能的研究相对有限,大多数研究都集中在钢筋混凝土结构上。最后,ACI 318、GB50010 和 EC2 等现代建筑规范的临时版本并未提供预应力混凝土结构抗震设计的完整流程。在这项工作中,将使用最新的设计规范来探讨预应力混凝土建筑框架的抗震设计和行为。研究和比较了三部示范建筑规范,包括 ACI 318-14、Eurocode 2004-2 和中国的 GB500010-2010。10 层预应力混凝土框架系统承受重力和地震荷载,强柱弱梁机制被归档,以符合新实施的建筑设计规范。为了研究预应力混凝土框架结构的行为,采用了非线性静力推移分析来捕捉地震荷载下的反应。设计所需的刚度和强度将符合三大建筑规范的要求。此外,还将使用 CSI Sap200 创建有限元模型,以捕捉其动作。
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引用次数: 0
Harnessing Deep Learning for Accurate Detection of Breast Cancer in Histopathological Imagery 利用深度学习准确检测组织病理学图像中的乳腺癌
Pub Date : 2024-07-31 DOI: 10.22214/ijraset.2024.63736
Dhanikonda Ratna Bhavani
Abstract: Breast cancer, the most common cancer among women after skin cancer, significantly contributes to the rising mortality rate. Screening mammography is an effective method for detecting masses and abnormalities related to breast cancer. Digital mammograms are especially useful for early cancer detection in asymptomatic women and diagnosing cancer in women with symptoms such as lumps or nipple discharge, thereby reducing mortality and increasing survival rates. Clinicians often face time constraints that can lead to medical errors and incorrect diagnoses due to insufficient time to review patient history thoroughly.
摘要:乳腺癌是继皮肤癌之后妇女中最常见的癌症,是死亡率上升的重要原因。乳房 X 光筛查是检测乳腺癌相关肿块和异常的有效方法。数字乳房 X 光检查尤其适用于无症状妇女的早期癌症检测,以及有肿块或乳头溢液等症状妇女的癌症诊断,从而降低死亡率并提高存活率。临床医生经常面临时间限制,由于没有足够的时间彻底检查病人的病史,可能导致医疗失误和错误诊断。
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引用次数: 0
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International Journal for Research in Applied Science and Engineering Technology
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