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2020 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)最新文献

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Discretization of the Crime Rate from Numerical Into Categorical 犯罪率的离散化从数字到分类
S. Memon, F. Akhtar, A. Nazir, Ahsan Wajahat, Sirajuddin Qureshi, Faheem Ullah, A. Shakeel
The objective of this study is to discretize the crime rate figures into categorical values and to find associations between different crime rates in multiple cities. Regression modeling is used to regress the value of one crime rate on the basis of all others or some of the other crimes rates. As per US statistics on crime, this research focused on identifying the variable crime in multiple cities of the US and categorized the data of crime by applying machine learning techniques with the establishment of data discretization and preprocessing process.
本研究的目的是将犯罪率数据离散为分类值,并找出多个城市不同犯罪率之间的关联。回归模型用于在所有其他或某些其他犯罪率的基础上回归一个犯罪率的值。根据美国的犯罪统计数据,本研究的重点是识别美国多个城市的可变犯罪,并应用机器学习技术对犯罪数据进行分类,建立数据离散化和预处理过程。
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引用次数: 1
A Recommendation System for Functional Features to aid Requirements Reuse 帮助需求重用的功能特性推荐系统
Sehrish Munawar Cheema, M. Adnan, Anees Baqir, Sameer Malik, B. A. Munawar
Software product lines (SPL) engineering is an efficient means to enhance software quality, support requirement reuse and develop variants of products. Functional and nonfunctional features can be extracted from SRS docs of ancestry built artifacts to aid RR. In this paper we offer a recommendation web tool (prototype) to extract functional features and calculating reusability for amount of data available in the form of SRS of already developed systems. In initial-level, SRS docs are feed into system. System accesses natural language requirements automatically from SRS. Terms extraction is performed which depends on keyword occurrences from several combinations of nouns, verbs, and/or adjectives. Phrases that reflect functional features reside on SRS docs were extracted by using information retrieval (IR). FRs are then stored in knowledgebase automatically. In Secondary-level, requirement analyst inputs summary of prospective system and selects the operation to perform i.e. simple and advance search. System applies POS-tagger technique on software summary for tokenization to search functional features. These tokens are then passed to inference engine to match between knowledgebase to identify which features could be recommended to analyst to aid RR. Matched features with queried features are prioritized using collaborative filtering to assist requirement analyst in making right decision in different software engineering tasks, starting from forming the teams and specifying the requirements to subsequent projects.
软件产品线工程是提高软件质量、支持需求重用和开发产品变体的有效手段。功能和非功能特性可以从原始构建工件的SRS文档中提取,以帮助RR。在本文中,我们提供了一个推荐的web工具(原型),用于提取功能特征并计算已开发系统中以SRS形式提供的数据量的可重用性。在初始级,SRS文档被输入系统。系统自动从SRS获取自然语言需求。执行术语提取,这取决于名词、动词和/或形容词的几个组合中的关键字出现情况。利用信息检索(IR)技术提取了反映SRS文档中功能特征的短语。然后自动存储在知识库中。在二级阶段,需求分析师输入预期系统的摘要,并选择要执行的操作,即简单和高级搜索。系统将pos标注技术应用于软件摘要上,对功能特征进行标记化搜索。然后将这些令牌传递给推理引擎,在知识库之间进行匹配,以确定哪些特征可以推荐给分析师以帮助RR。匹配的特性与查询的特性使用协同过滤进行优先级排序,以帮助需求分析师在不同的软件工程任务中做出正确的决策,从组成团队开始,并为后续项目指定需求。
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引用次数: 6
MPPT for Photovoltaic System using non-linear Hybrid Robust Integral Backstepping Controller 基于非线性混合鲁棒积分反步控制器的光伏系统MPPT
Kamran Ali, Q. Khan, L. Khan, Fazal Hayat, U. Khan, Ameen Ullah
The PV (Photovoltaic) cells have a non-linear current-voltage (I-V) and power-voltage (P-V) characteristics with a unique maximum power point (MPP), which entirely depends on the environmental conditions. So, to continuously extract maximum power from a PV system under varying environmental conditions, the maximum power point tracking (MPPT) control approach is needed to operate the PV system at MPP. Therefore, in this article, a non-linear hybrid robust integral backstepping MPPT control approach is proposed for stand-alone PV system. The system consists of PV array, noninverted DC-DC buck-boost converter and a resistive load. The resistive load is interfaced to PV array through the buck-boost converter. The designed MPPT control approach continuously adjust the duty cycle of the converter, in such a way that the PV array output voltage tracks the reference voltage, thus ensuring the maximum power extraction. The performance of the designed MPPT approach is tested and validated in MATLAB/Simulink under fast varying environmental conditions, varying load, faults and parametric uncertainties occurs in the PV system. The proposed control approach presents a zero overshoot, fast convergence, good transient response, less rising time, a minimum tracking error and a very fast reaction against environmental conditions. To show the superiority and robustness of the proposed MPPT control approach a comparative analysis is presented with the backstepping and PID control approaches.
PV(光伏)电池具有非线性的电流电压(I-V)和功率电压(P-V)特性,具有独特的最大功率点(MPP),完全取决于环境条件。因此,为了在不同的环境条件下持续提取光伏系统的最大功率,需要采用最大功率点跟踪(MPPT)控制方法来实现光伏系统在最大功率点的运行。因此,本文提出了一种针对独立光伏系统的非线性混合鲁棒积分反演MPPT控制方法。该系统由光伏阵列、非倒流式DC-DC降压升压变换器和一个阻性负载组成。电阻负载通过升压变换器连接到光伏阵列。所设计的MPPT控制方法连续调整变流器的占空比,使光伏阵列输出电压跟踪参考电压,从而保证最大功率提取。在MATLAB/Simulink中对所设计的MPPT方法进行了快速变化的环境条件、变负荷、故障和参数不确定性下的性能测试和验证。该控制方法具有零超调、收敛快、瞬态响应好、上升时间短、跟踪误差小、对环境条件的响应快等特点。为了证明所提出的MPPT控制方法的优越性和鲁棒性,并与反步控制和PID控制方法进行了比较分析。
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引用次数: 1
Effective Strategy for Micro-Grid Protection Assisted Diversified Energy Resources 微网保护助力能源多元化的有效策略
M. Ashfaq, Muhammad Waseem Altaf, Muhammad Naveed Naz, Abdul Sattar Malik, M. Mushtaq, Muhammad Kamran Bhatti
Protection of micro-Grid is a future challenging issue. A fault occur at one part of micro-grid can cause the whole micro-Grid to be faulty. A protection scheme is needed which protect the micro-Grid by isolating that faulty part. Fault levels at both current and voltage parameters are different in stand-alone and utility grid connected mode. An effective protection scheme is developed for both modes in this paper. Fault levels at both current and voltage are analysed. After clearance of fault, reconnection of faulty part is also another major problem which needs to be sorted out. A reconnection scheme is also be presented in this paper. These effective protection and reconnection developed schemes are tested on system model for both utility grid connected and stand-alone mode of microgrid which are proven to be effective.
微电网的保护是未来一个具有挑战性的问题。微电网的某一部分发生故障,就会引起整个微电网的故障。需要一种通过隔离故障部分来保护微电网的保护方案。在独立和并网模式下,电流和电压参数下的故障水平是不同的。本文针对这两种模式提出了一种有效的保护方案。分析了电流和电压下的故障等级。故障清除后,故障部件的重新连接也是需要解决的另一个主要问题。本文还提出了一种重连接方案。这些有效的保护和重联方案在并网和微网单机模式下的系统模型上进行了测试,证明了它们的有效性。
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引用次数: 1
Interactively Visualize and Analyze Social Network Gephi 交互式可视化和分析社会网络Gephi
Ahsan Wajahat, A. Nazir, F. Akhtar, Sirajuddin Qureshi, Faheem Ullah, Fahad Razaque, A. Shakeel
In recent times social media has become the most important part of everyone to connect with global world to share the information. Generally, Social media is used for multi-purposes such as reading newspaper, magazines and books. The actual involvement, i.e. likes and share of the post of social media is providing the specific interests of community. The information which we extract from social networking websites requires criteria for better understanding the essential factors and their importance. The main focus of this research is on the visualization of social network for an understanding of the involvement of the community. All the measures are set for specific profiles that use media houses and magazine fan pages, likes and favorites. In this study, we have used our personal Facebook profile to extract the data to visualize in the Gephi tool. It is useful here to point out the importance for Netvizz application that is a part of Facebook API. Simulation results show essential factors such as centrality measures for the social network mainly Facebook.
近年来,社交媒体已经成为每个人与全球世界联系并分享信息的最重要的一部分。一般来说,社交媒体是用于多种目的,如阅读报纸,杂志和书籍。社交媒体的帖子的实际参与,即点赞和分享,提供了社区的特定兴趣。我们从社交网站中提取的信息需要更好地理解基本因素及其重要性的标准。本研究的主要焦点是社会网络的可视化,以了解社区的参与。所有的措施都是为使用媒体公司和杂志粉丝页面、喜欢和收藏夹的特定档案设置的。在这项研究中,我们使用了我们的个人Facebook资料来提取数据,以便在Gephi工具中可视化。这里有必要指出作为Facebook API一部分的Netvizz应用程序的重要性。仿真结果显示了以Facebook为主的社交网络的中心性测度等关键因素。
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引用次数: 7
Energy and exergy analysis of Regenerative organic Rankine cycle with different organic working fluids 不同有机工质下再生式有机朗肯循环的能量与火用分析
Zubair Ali Shah, Q. Zheng, Ghazanfar Mehdi, Adil Malik, N. Ahmad, Muhammad Basit Chanido, Mohammad Waqas
This paper shows the theoretical and numerical framework for basic and regenerative organic Rankine cycles. Exergetic analyses of basic and regenerative organic Rankine cycles at various evaporator pressure (EVP) with various working fluids are conducted in order to convert low-grade heat sources waste energy to useful work. The fluids selected for this analysis are R113, R123, R236ea, R245fa, and R141b. The results show that the regenerative organic Rankine cycle (RORC) gives better energy efficiency, exergy efficiency, network output, and the lowest total system exergy loss. R113 is the optimum working fluid for RORC at EVP of 2MPa to 3MPa. It is also concluded based on results by increasing the EVP the energy efficiency, exergy efficiency, network output increases, and total system exergy loss decrease
本文给出了碱性和再生有机朗肯循环的理论和数值框架。为了将低品位热源的废能转化为有用功,对不同蒸发器压力(EVP)和不同工质条件下的碱性和再生式有机朗肯循环进行了火用分析。本分析选用的流体为R113、R123、R236ea、R245fa和R141b。结果表明,可再生有机朗肯循环(RORC)具有较好的能源效率、火用效率、网络输出和最低的系统总火用损失。在EVP为2MPa ~ 3MPa时,R113是RORC的最佳工质。结果表明,提高EVP能提高电网的能效、火用效率,提高电网出力,降低系统总火用损失
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引用次数: 2
Blockchain-based Land Record Management in Pakistan 巴基斯坦基于区块链的土地记录管理
Muhammad Aquib, L. D. Dhomeja, K. Dahri, Y. A. Malkani
a number of issues regarding Land Record Management has been pointed out in the literature. In particular, developing countries like Pakistan face severe Land Record Management issues, such as data tempering with land record, provision of no means to fetch out a complete history of property ownership, working of various related Land Record Management System in isolation, etc. Prevalent traditional Land Record Management Solutions do not address such issues. To address these issues, we propose a Blockchain-based Land Record Management solution for Pakistan. The proposed system has been designed and implemented, details of which are presented in the paper.
文献中指出了一些关于土地记录管理的问题。特别是像巴基斯坦这样的发展中国家,面临着严重的土地记录管理问题,如土地记录的数据篡改,无法获得完整的财产所有权历史,各种相关的土地记录管理系统孤立地工作等。流行的传统土地记录管理解决方案不能解决这些问题。为了解决这些问题,我们为巴基斯坦提出了一个基于区块链的土地记录管理解决方案。本文对该系统进行了设计和实现,并给出了具体的实现步骤。
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引用次数: 7
Underwater Channel Characterization for Effective Communication Link 水下信道特性的有效通信链路
Hammad Shaikh, M. Nadeem, Muhammad Yasir Zaheen, A. Khan, Muhammad Rauf
Generating effective communication links in an offshore environment is a vital need for the oil and gas industry as well as the military domain. The highly conductive medium of the environment is yet the biggest hurdle to develop the channel. Focusing towards the challenges lies in underwater communication channel, this paper first presents an efficient transmitter and receiver design using the conduction current method. Subsequent to the design development, a comparative analysis is presented that can be used to model an optimum underwater communication channel through electromagnetic conduction. Effect of different channel characterization parameters is discussed such as conductivity, frequency and transmitter and receiver antenna separation. Through an efficient circuit design for transmitter and receiver, increasing frequencies increased the signal strength is proved. Further statistical analysis revealed that in the developed experimental setup, 100 kHz has a greater possibility in designing an efficient demodulation circuit design. The promising results have proved the possibilities in way forward for the technology.
在海上环境中建立有效的通信链路是石油和天然气行业以及军事领域的重要需求。环境的高导电性介质仍然是开发该通道的最大障碍。针对水下通信信道面临的挑战,本文首先提出了一种基于传导电流法的高效发射接收机设计方案。在设计开发之后,通过对比分析,提出了一种可用于通过电磁传导建立最佳水下通信信道的模型。讨论了不同信道特性参数如电导率、频率、收发天线间距等的影响。通过对发射机和接收机进行有效的电路设计,证明了增加频率可以提高信号强度。进一步的统计分析表明,在开发的实验装置中,100 kHz具有更大的可能性设计出有效的解调电路设计。这些有希望的结果证明了这项技术未来的可能性。
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引用次数: 2
Influence of Stator Design on the Thrust Force Performance of Double Sided Linear Permanent Magnet Flux Switching Machine 定子设计对双面直线永磁开关电机推力性能的影响
Noman Qasim, A. Basit, N. Ullah, F. Khan, W. Ullah, M. Umair
Manufacturing cost of Double Sided Linear Permanent Magnet Flux Switching Machine (DSLPMFSM) suitable for long stroke applications can be reduced by optimizing secondary (stator) of the machine. In this paper, stator pole study of novel DSLPMFSM with mover slots and stator poles ratio of Ns⁄Np = 12⁄10, 12⁄14,12⁄34,and12⁄38 is done. Based on 2D Finite Element (FE) Analysis results, DSLPMFSM with Ns⁄Np = 12⁄14 is selected due to high flux linkage, and high thrust force. Initial design of 12/14 DSLPMFSM suffers with significant detent force and degrade machine performance by introducing periodic thrust force ripples. Asynchronous distribution of stator tooth (ADST) technique is utilized and detent force problem is effectively rectified. Furthermore, stator of 12/14 DSLPMFSM is optimized by deterministic optimization approach by defining variables for tooth width, shape, and height. Finally, two types of grooves (triangular and rectangular) are introduced, and optimized to decrease stator volume and thrust force ripples. Introduction of ADST technique and two fold optimization increased average thrust force up to 103.25% as compared to initial design, while thrust force ripple ratio is reduced from 52% to 25%.
适合长行程应用的双面线性永磁开关机(DSLPMFSM)的制造成本可以通过优化机器的次级(定子)来降低。本文研究了具有动槽和定子极比分别为Ns / Np = 12 / 10、12 / 14、12 / 34和12 / 38的新型DSLPMFSM的定子极。基于二维有限元分析结果,选择了Ns⁄Np = 12⁄14的DSLPMFSM,因为它具有高的磁链和高的推力。12/14 DSLPMFSM初始设计存在较大的缓冲力,并且由于引入周期性推力波动而降低了机器性能。采用异步分布定子齿(ADST)技术,有效地修正了定子齿的止动力问题。通过定义齿宽、齿形和齿高变量,采用确定性优化方法对12/14 DSLPMFSM定子进行优化。最后,引入了两种沟槽(三角形沟槽和矩形沟槽),并对其进行了优化,以减小定子体积和推力波动。ADST技术的引入和二次优化使平均推力比初始设计提高了103.25%,推力脉动比从52%降低到25%。
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引用次数: 2
Blockchain based Competent Consensus Algorithm for Secure Authentication in Vehicular Networks 基于区块链的车载网络安全认证一致性算法
S. Hafeez, Sohail Jabbar, Amer Sohail, M. Zafar
Vehicular networks are constructed for efficient and secure data flow to make intelligent transportation system. It works by using central storage system which is inefficient as large amount of data is difficult to handle and also becomes the target of malicious activity. The flow of sensitive data on wireless channels for communication of vehicles with other nodes can also be chosen by attackers for attack. These challenges are tackled using blockchain solutions. The blockchain, a farfetched decentralized technology which is undoubtedly going to change overall trends of entire business and professional networking environment in the world to release the burden of centralization on the organizations even on the individuals and several developed countries have started to adopt this trend. This technology would be as dynamic, vibrant, efficient and secure as the category of consensus algorithms is used for the agreement and decision of joining the new block among network nodes. Security and efficiency of vehicular network is maintained through consortium blockchain boasting with Practical Byzantine Fault tolerance (PBFT) algorithm.
为了实现高效、安全的数据流,需要构建车辆网络,从而形成智能交通系统。它的工作原理是使用中央存储系统,由于大量数据难以处理,效率低下,也成为恶意活动的目标。车辆与其他节点通信的无线信道上的敏感数据流也可以被攻击者选择进行攻击。使用区块链解决方案可以解决这些挑战。区块链是一种牵强的去中心化技术,它无疑将改变世界上整个商业和专业网络环境的总体趋势,减轻组织甚至个人的集中化负担,一些发达国家已经开始采用这种趋势。该技术将与用于网络节点之间加入新块的协议和决策的共识算法类别一样动态,充满活力,高效和安全。通过采用实用拜占庭容错(PBFT)算法的联盟区块链来维护车载网络的安全性和效率。
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引用次数: 2
期刊
2020 3rd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET)
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