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2023 4th International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)最新文献

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Sustainable Performance of Energy sector Organizations through Green Supply Chain Management 通过绿色供应链管理的能源部门组织的可持续绩效
Aliya Anwar, Liu Dunnan, K. Jamil, Sohaib Mustafa, Fazal Hussain Awan, Usama Khalil Ansari
This study explores the role of green supply chain management (GSCM) in the sustainable performance of energy sector organizations in Pakistan. A survey method was used to collect data from the management of energy sector organizations. Results show that GSCM is a crucial element for the sustainable performance of energy organizations. This study provides some valuable insights to the higher management of energy sector organizations to adopt GSCM for sustainable performance.
本研究探讨绿色供应链管理(GSCM)在巴基斯坦能源部门组织可持续绩效中的作用。采用调查方法从能源部门组织的管理层收集数据。结果表明,GSCM是能源组织可持续绩效的关键要素。本研究为能源部门组织的高层管理采用GSCM实现可持续绩效提供了一些有价值的见解。
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引用次数: 0
Design and Simulation for hydro turbine through Computational Fluid Dynamics 水轮机计算流体力学设计与仿真
M. A. Abbas, Muzaffar Hussain, S. Muhammad
Hydro-power project must take into consideration the design and performance analysis of hydraulic turbines to ensure the cost-effective and efficient operation of these facilities. Since the previous few decades, numerical hydrodynamic analysis of water turbines has brought about remarkable developments in the techniques. Data for this study is attained from CFD simulation. Both experimental research and computational fluid dynamics (CFD) have been utilized in specific situations to estimate the efficiency of water turbines by Pico scale. It is made to generate electricity for residential units. Which is a great alternative that can benefit from tiny avalanches and streams to increase electricity clearly in the use of hydro turbine systems. With the aid of the ANSYS CFX software and simulations performed on a modal designed in SolidWorks, the procedure of data collection was undertaken via simulations. The manufacturer's manual proposed updated values of solver configuration. Solver configuration put in which is recommended by the manufacturer's manuals. The boundary conditions were leveled in response with the current ongoing powerhouse data in District Kharmang of Gilgit Baltistan region. The obtained results of velocity and pressure is compared with the results published previously. It is concluded that when the rpm was 90, a simulation could only be run at 0.4 W with an angular velocity of 9.4 rad/s and a torque of 0.04 Nm. Additionally, the turbine was also run at rpm=60, producing 0.3W at 0.05 Nm of torque and an angular velocity of 6.28 rad/s. These findings are much be beneficial in the application mechanical engineering and chemical engineering.
水电工程必须对水轮机进行设计和性能分析,以保证水轮机的经济高效运行。近几十年来,水轮机数值水动力分析技术取得了显著的发展。本研究的数据来自CFD模拟。利用实验研究和计算流体力学(CFD)两种方法在特定情况下对水轮机的皮尺度效率进行了估算。它是用来为住宅发电的。这是一个很好的替代方案,可以从微小的雪崩和溪流中受益,从而在使用水力涡轮机系统时明显增加电力。借助ANSYS CFX软件,并在SolidWorks中对设计的模态进行仿真,通过仿真进行数据采集过程。制造商手册提出了求解器配置的更新值。解算器的配置是由制造商的手册推荐的。边界条件是根据吉尔吉特巴尔蒂斯坦地区哈尔曼区目前正在进行的强大数据进行的。所得的速度和压力计算结果与已有的结果进行了比较。结果表明,当转速为90时,模拟转速为0.4 W,角速度为9.4 rad/s,转矩为0.04 Nm。此外,涡轮也在rpm=60的转速下运行,在0.05 Nm的扭矩下产生0.3W,角速度为6.28 rad/s。这些发现在机械工程和化工领域具有重要的应用价值。
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引用次数: 0
Generative Adversarial Networks for Anomaly Detection: A Systematic Literature Review 异常检测的生成对抗网络:系统的文献综述
Shah Noor, S. Bazai, Muhammad Imran Ghafoor, Shahabzade Marjan, Saira Akram, Fatima Ali
In numerous research areas, anomaly identification is a major problem. Identifying and properly classifying data as anomalous is a challenging task that is resolved in various manners over the years. Different approaches like traditional, supervised, unsupervised, and semi-supervised are used for anomaly detection. In the literature, various machine learning-based anomaly detection algorithms exist. It is challenging to choose one anomaly detection algorithm from the several available algorithms because each algorithm puts forward its good detection performance. In recent years, generative adversarial networks have shown remarkable results for anomaly classification. This paper aims to represent a systematic literature review of generative adversarial network-based approaches for anomaly detection and highlights their pros.
在许多研究领域,异常识别是一个主要问题。识别和正确分类异常数据是一项具有挑战性的任务,多年来以各种方式解决了这一问题。不同的方法,如传统的、监督的、无监督的和半监督的,用于异常检测。在文献中,存在各种基于机器学习的异常检测算法。由于每种算法都具有较好的检测性能,因此从现有的几种算法中选择一种异常检测算法是一项挑战。近年来,生成对抗网络在异常分类方面取得了显著的成果。本文旨在对基于生成对抗网络的异常检测方法进行系统的文献综述,并强调其优点。
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引用次数: 0
Towards a Digital Twin for Lifelong Learning 迈向终身学习的数字孪生
M. Yamin, A. Imran, Basel Katt
With time, most people spend their lives in a digital world, hooked up to different services provided by various internet companies. This is great for companies or organizations to display ads based on their user behavior. However, this has an adverse effect on user productivity by spending a lot of time on social media for momentary pleasures. Many organizations have taken additional steps to address this problem, like Apple introduced a new feature in IOS 14, Focus to disable application notifications so people can focus on their work. Similarly, Google added a feature in YouTube to show how much time is spent on YouTube for personal reflection. However, other organizations aren't as socially responsible compared to the above, and they're enticing users to spend more time in the digital world. To address this problem, the same technology empowering ads personalization can be utilized to provide digital learning personalization based on individuals' behavior metrics. This can enable the users of such technology to spend their time based on their own self-improvement goals as part of life-long learning. Therefore in this work, we propose a framework of a conversational digital twin agent that can assist in personalized learning.
随着时间的推移,大多数人生活在数字世界中,与各种互联网公司提供的不同服务联系在一起。这对于公司或组织基于用户行为来展示广告是很好的。然而,这对用户的工作效率产生了不利影响,因为用户花了大量时间在社交媒体上寻求短暂的快乐。许多组织已经采取了额外的措施来解决这个问题,比如苹果在IOS 14中引入了一项新功能,即禁用应用程序通知,这样人们就可以专注于自己的工作。同样,谷歌在YouTube上增加了一个功能,显示人们在YouTube上花了多少时间进行个人反思。然而,与上述组织相比,其他组织没有社会责任感,他们正在吸引用户在数字世界中花费更多时间。为了解决这个问题,可以利用同样的技术来实现广告个性化,提供基于个人行为指标的数字化学习个性化。这可以使这种技术的用户将他们的时间花在他们自己的自我提升目标上,作为终身学习的一部分。因此,在这项工作中,我们提出了一个对话数字孪生代理的框架,可以帮助个性化学习。
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引用次数: 0
Centralized Accessibility of VM for Distributed Trusted Cloud Computing 分布式可信云计算中虚拟机的集中可访问性
Ubaidullah Alias Kashif, Zulfiqar Ali Memon, Sajid Ahmed Ghanghro, Wajid Ahmed Channa, A. Soomro
Cloud computing platforms constructed on Trusted Computing Technology are commonly referred to as trusted cloud computing. The core component of this technology is known as Trusted Platform Module (TPM). Its specifications are given by the consortium known as Trusted Computing Group (TCG). Though TPM is an immovable module and is fixed inside any computer, yet its credentials can be shared with other devices. This paper presents the accessibility model for Virtual Machine (VM) of a distributed trust protocol which is based on TPM, through which consumer's credentials are shared to other trusted devices. These credentials essentially describe the integrity of VM.
基于可信计算技术构建的云计算平台通常被称为可信云计算。该技术的核心组件称为可信平台模块(TPM)。它的规范是由可信计算组(TCG)提供的。虽然TPM是一个不可移动的模块,固定在任何计算机中,但它的凭证可以与其他设备共享。提出了一种基于TPM的分布式信任协议的虚拟机(VM)可访问性模型,通过该模型,用户的凭据可以共享给其他可信设备。这些凭证本质上描述了VM的完整性。
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引用次数: 0
Artificial Intelligence based prediction system for General Medicine 基于人工智能的全科医学预测系统
Ghalib Nadeem, Yawar Rehman, Abdul Khaliq, Huma Khalid, Muhammad Irfan Anis
COVID-19 is highly infectious and has been extensively spread worldwide, with approximately 651 million definite cases crosswise the globe including Pakistan. At that era of pandemic where patients are not able to approach a doctor for even the routine checkups, in such curial situation even normal disease checkups are ignored by many families due to pandemic situations, those diseases may lead to be a perilous disease are results of it. Human disorders portray scenarios that even disturb or permanently cutoff the essential functions of a body parts. Consequently, the aim is to transform raw health data potential into actionable insights to applying the promising outcomes of Body Sensor Network (BSN) and State-of-Art Artificial Intelligence (AI) techniques to get proper medicine allocation to the particular health state of patient. In this paper the different techniques of Deep Learning and Machine Learning introduced to predict the actual medicine for the specific health state of patient according to data from the BSN. Experiments have been conducted on large dataset which shepherd it into 16 states of patient's health which will allotted to AI model to predict the medicine accordingly to the health state of patient. Experimental results show the 87.46% by Random Forest, 92.74% by K-Nearest Neighbors, 74.57% by Naive Bayes, 94.41% by Extreme Gradient Boost, 84.88% by Multi-Layer Perceptron in terms of precision of model training in event of classification.
COVID-19具有高度传染性,在全球范围内广泛传播,包括巴基斯坦在内,全球确诊病例约为6.51亿例。在大流行的时代,病人连常规检查都找不到医生,在这种情况下,即使是正常的疾病检查也被许多家庭忽视,这些疾病可能会导致危险的疾病。人类疾病描述的情景甚至会干扰或永久切断身体部位的基本功能。因此,目标是将原始健康数据潜力转化为可操作的见解,以应用身体传感器网络(BSN)和最先进的人工智能(AI)技术的有前途的结果,以根据患者的特定健康状态分配适当的药物。本文介绍了深度学习和机器学习的不同技术,根据BSN数据预测患者特定健康状态的实际用药。在大型数据集上进行了实验,将患者的16种健康状态分配给人工智能模型,根据患者的健康状态预测药物。实验结果表明,在分类事件中,随机森林训练模型的准确率为87.46%,k近邻训练准确率为92.74%,朴素贝叶斯训练准确率为74.57%,极端梯度增强训练准确率为94.41%,多层感知器训练准确率为84.88%。
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引用次数: 0
Future Prospective of Smart Meters, Net Metering and Electricity Market for Power Distribution companies in Pakistan 巴基斯坦配电公司智能电表、净计量和电力市场的未来展望
Maaz Ahmad, Muhammad Yousaf Ali Khan, A. Nawaz, E. Mustafa, Nazar Hussain Baloch
Due to technological advancement, modern life style, rural electrification and rapid urbanization, Electricity demand is also increasing in Pakistan from last decade. The country is facing demand and supply deficit in order to meet its electricity demand. Though the country has installed generation capacity of 43775 MW, but still the country could not meet demand of 29000 MW during peak summer season of 2022. Due to non-expansion of transmission network, non-up gradation of distribution network and mismanagement of energy mix, the public is facing load shedding of 8 to 12 hours in urban and rural areas. In 1998 Unbundling of WAPDA, formation of DISCOs and NTDC was aimed to end the monopoly in the power sector and to introduce the competition in order to provide better services to the end users which could not be achieved in true spirit. Net metering, installation of smart meters and AMI infrastructure is also introducing innovation in distribution networks of Pakistan, which could help to meet the energy crisis and reduce the demand & supply deficit. Net metering system has motivated the users to install rooftop solar system and supply excessive generated power to grid. NEPRA has approved a CTBCM model recently in 2022, which would lead to open Electricity market in power sector in near future. This model will not only help to bring the competition among the electricity suppliers but will also allow bulk power consumers to directly purchase electricity from generators. The research work elaborates how the installation of smart meters, net metering and introducing AMI infrastructure could help the DISCOs to counter the challenges like electricity theft problems, load management, load forecasting and improving their performance.
由于技术进步、现代生活方式、农村电气化和快速城市化,巴基斯坦的电力需求在过去十年中也在增加。为了满足其电力需求,该国正面临供需短缺。尽管该国的发电装机容量为43775兆瓦,但该国仍无法满足2022年夏季高峰期29000兆瓦的需求。由于输电网未扩容、配电网未升级、能源结构管理不善,城乡居民普遍面临8 ~ 12小时的减载。1998年分拆WAPDA,成立DISCOs和NTDC的目的是结束电力行业的垄断,并引入竞争,以便为最终用户提供更好的服务,这在真正的精神上是无法实现的。净计量、智能电表的安装和AMI基础设施也在巴基斯坦的配电网络中引入了创新,这有助于应对能源危机,减少供需赤字。净计量系统促使用户安装屋顶太阳能系统,并向电网提供多余的电力。NEPRA最近在2022年批准了CTBCM模式,这将在不久的将来导致电力行业的电力市场开放。这种模式不仅可以促进电力供应商之间的竞争,还可以让大量的电力消费者直接从发电机那里购买电力。研究工作详细阐述了安装智能电表、净计量和引入AMI基础设施如何帮助DISCOs应对电力盗窃问题、负荷管理、负荷预测和提高其性能等挑战。
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引用次数: 0
Performance comparison of Webservers load balancing using HAProxy in SDN 基于HAProxy的SDN服务器负载均衡性能比较
Abdul Khaliq, Mansoor Ahmed Tahir, Ghalib Nadeem, Syed Hasan Adil, Junaid Jamshid, Jamil Ahmed Memon
In software-defined networking, The network control plane's physical separation from the forwarding plane from where several devices are being controlled from the control plane. Therefore, software-defined networking is an emergent dynamic architect, quite manageable, cost-effective, and readily adaptable which makes it immensely ideal for high bandwidth hence, dynamic for today's application. Whereas, with this architecture the network controlling and forwarding functions can be separated, allowing the underlying infrastructure to be abstracted for applications and network services and making network control easily programmable. Hence, the fundamental element for building SDN solutions is the OpenFlow® protocol. In this paper, our crucial objective is to provide (in particular) uninterrupted delivery of services using available resources using all networked devices, links, and the web. The servers are on. An average improvement of 23-53 % was observed using the round-robin forwarding strategy.
在软件定义网络中,网络控制平面与转发平面的物理分离,从控制平面对多个设备进行控制。因此,软件定义网络是一种新兴的动态架构,易于管理、经济高效且易于适应,这使得它非常适合高带宽,因此对于当今的应用程序来说是动态的。然而,在这种体系结构中,网络控制和转发功能可以分离,允许为应用程序和网络服务抽象底层基础设施,并使网络控制易于编程。因此,构建SDN解决方案的基本要素是OpenFlow®协议。在本文中,我们的关键目标是使用所有网络设备、链接和网络的可用资源提供(特别是)不间断的服务交付。服务器打开了。使用循环转发策略,平均改善23- 53%。
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引用次数: 0
Vehicle response control during stopping a train with dynamics of the train and driver 考虑列车和驾驶员动力学的列车停车过程中的车辆响应控制
Muhammad Rizwan Siddique, Syed Irtiza Ali Shah, Ammad Ahmed, M. Mehmood
The braking system of a train is not exactly similar to that of other vehicles. This is because of the uneven distribution of mass and.,hence., the different requirement of braking force along the train. In this project we investigate the different braking systems of trains and their integration with advanced controls. We then propose a closed loop system that takes into account the behavior of the driver and the dynamics of the train in order to provide an effective braking mechanism. A controller is designed for an assumed model of a train which shows only 5% error in the achieved speed after braking. The controller stabilizes the braking force in accordance with the driver's input which leads to a more efficient braking process. We propose a control system that takes multiple inputs from the train components and uses them to analyze and process a calculated braking output which stops the train within the required distance while keeping a stable deceleration. Such an approach eases the driving conditions for the driver and also maximizes the efficiency of the braking process of train.
火车的制动系统与其他车辆的制动系统并不完全相似。这是因为质量分布不均匀,因此。,列车对制动力的不同要求。在这个项目中,我们研究了不同的列车制动系统及其与先进控制系统的集成。然后,我们提出了一个考虑驾驶员行为和列车动力学的闭环系统,以提供有效的制动机制。针对列车在制动后达到的速度只有5%误差的假设模型,设计了一种控制器。控制器根据驾驶员的输入稳定制动力,从而实现更有效的制动过程。我们提出了一种控制系统,它从列车部件获取多个输入,并使用它们来分析和处理计算出的制动输出,使列车在要求的距离内停止,同时保持稳定的减速。这种方法既减轻了驾驶员的驾驶条件,又使列车制动过程的效率最大化。
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引用次数: 0
Ceramic Waveguide Filters with Improved Stop band Rejection and Transmission Zeros 具有改进阻带抑制和传输零的陶瓷波导滤波器
Sanaullah Khan, S. Afridi, Lubina Iram, Tehseenullah Khan
This work presents the new design approach to enhance the spurious performance of monolithic ceramic waveguide filters with better selectivity. The monolithic ceramic waveguide filters offer considerable miniaturization when compared to TEM filters. Resonators of different widths with metal plated blind holes were used to achieve inter-resonator coupling and transmission zero while improving the stop band rejection of the filter. The proposed filter achieved excellent stop band performance of 1.65*f_o as compared to same width monolithic ceramic waveguide filter. The simulated results of 3rd order and 4th order filter were presented in this paper.
本文提出了一种新的设计方法来提高单片陶瓷波导滤波器的杂散性能,并具有更好的选择性。与TEM滤波器相比,单片陶瓷波导滤波器提供了相当小的尺寸。采用不同宽度的谐振腔和镀金属盲孔,实现了谐振腔间的耦合和传输零,同时提高了滤波器的阻带抑制能力。与相同宽度的单片陶瓷波导滤波器相比,该滤波器的阻带性能为1.65*f_o。文中给出了三阶和四阶滤波器的仿真结果。
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引用次数: 0
期刊
2023 4th International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)
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