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2020 International Conference on Engineering and Emerging Technologies (ICEET)最新文献

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Major Prospects of Wind Energy in Pakistan 巴基斯坦风能的主要前景
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048201
Z. Ullah, S. M. Ali, I. Khan, F. Wahab, M. Ellahi, B. Khan
Renewable energy resources are the paramount substitution of conventional sources of energy. Like other developing countries, Pakistan needs to switch towards renewable energy to cope with the severe energy crisis. Wind Power (WP) generation is a thriving, revolutionized, and state of the art technology that has the ability to cut down the current energy crisis in Pakistan. In this paper, we discussed the current energy profile of Pakistan, renewable resources contribution to end the energy crisis of energy demand, WE significance, resource trends, the challenges faced, and future benefits of WP generation considering various on-going projects of WE generation. Our work presents the WP projects being deployed in Pakistan providing statistical information. Further, the global statistic of WP generation, offshore and onshore WP generation in Pakistan are also discussed in detail. The paper concludes with brief summary of WP potential in Pakistan.
可再生能源是传统能源的主要替代品。像其他发展中国家一样,巴基斯坦需要转向可再生能源,以应对严重的能源危机。风力发电(WP)是一项蓬勃发展的、革命性的、最先进的技术,有能力缓解巴基斯坦目前的能源危机。在本文中,我们讨论了巴基斯坦目前的能源概况,可再生资源对结束能源需求的能源危机的贡献,we的意义,资源趋势,面临的挑战,以及考虑到各种正在进行的we发电项目,WP发电的未来效益。我们的工作介绍了正在巴基斯坦部署的项目,并提供了统计信息。此外,还详细讨论了巴基斯坦WP发电,海上和陆上WP发电的全球统计数据。文章最后简要总结了巴基斯坦可再生能源的潜力。
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引用次数: 4
Automated Chinese Language Proficiency Scoring by utilizing Siamese Convolutional Neural Network and fusion based approach 基于暹罗卷积神经网络和融合的汉语水平自动评分方法
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048194
Anne Kwong, Junaid Hussain Muzamal, P. Zhang, Guimin Lin
The previous approaches have failed to effectually score the language proficiency of a non-native speakers especially in case of non- English languages which are complex and a slight change of pronunciation can alter the nature of the word. In this study, we proposed an automated language scoring system to test the proficiency of Chinese language. We have employed a novel fusion approach of a 38-feature based model and a Siamese convolutional neural network (Siamese CNN) which can accuracy identify the difference between the native speech and the test taker's speech. The results show that out model have achieved comparable performance to the state of the art and solved the pronunciation problems as well. Furthermore, we have provided a fusion based approach and provided extensive amount of experiments which shows that our method is state of the art and can be utilized in real time Chinese language proficiency scoring.
以前的方法并不能有效地对非英语母语者的语言熟练程度进行评分,特别是在非英语语言的情况下,这些语言很复杂,发音的轻微变化会改变单词的性质。在这项研究中,我们提出了一个自动语言评分系统来测试汉语的熟练程度。我们采用了一种新的基于38个特征的模型和Siamese卷积神经网络(Siamese CNN)的融合方法,该方法可以准确识别母语语音和考生语音之间的差异。结果表明,该模型在解决语音问题的同时,取得了与现有的语音模型相当的性能。此外,我们提供了一种基于融合的方法,并提供了大量的实验,表明我们的方法是最先进的,可以用于实时汉语水平评分。
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引用次数: 1
A Study on Improvement of Power System Equilibrium with Optimal Automatic Generation Control of Interconnected Systems 互联系统最优自动发电控制改善电力系统平衡的研究
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048208
R. Hassan, S. Imtiaz, K. L. Bhatti
Quality of power supply has an instant link with a country’s sustainable development. With expanding population, the demand of electricity is increasing, adjustments of load problems and to manage them is additionally an increasing task. This area of study clarifies about an interconnected system where load-frequency behavior is controlled using Automatic Generation Control (AGC). To demonstrate the adequacy of the approach the analysis of two cases have been illustrated. First case deals where the load addition was under maximum power generation limit and in other case, it surpassed the maximum power generation limit. The execution is made by the use of PID controller with Multiband (MB-PSS) and Generic(G-PSS) power system stabilizers which increase overall dynamic behavior of the system effectively. MATLAB results confirm that the system settles quickly following sudden load changes which builds extent of whole system
供电质量直接关系到一个国家的可持续发展。随着人口的增长,电力需求的增加,负荷的调整和管理问题也日益突出。这一研究领域阐明了使用自动生成控制(AGC)控制负载频率行为的互联系统。为了证明这种方法的充分性,对两个案例进行了分析。第一种情况是负荷附加在最大发电限制下,另一种情况是负荷附加超过最大发电限制。采用带多频段(MB-PSS)和通用稳定器(G-PSS)的PID控制器,有效地提高了系统的整体动态性能。MATLAB实验结果表明,该系统在负荷突然变化后能够快速稳定下来,对整个系统的影响很大
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引用次数: 1
Residential Customers Based on Smart Meter’s Data 基于智能电表数据的住宅用户
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048196
Muhammad Athar Shah, I. A. Sajjad, Muhammad Faisal Nadeem Khan, Muhammad Muzaffar Iqbal, Rehan Liaqat, Muhammad Zafar Shah
Decentralization of conventional power system into small scale, smart and efficient micro-grids emphasizes the requirement of short-term load forecasting on the minute level. The postulation of short-term load forecasting for household level has evolved with this transition in the power system. However, fluctuations and uncertainty in the load profile of individual customers make it difficult to predict. This paper presents the implementation and comparison of three machine learning based approaches to accurately forecast the meter level aggregate demand using consumption data of a few major appliances. The forecasting techniques include the feed-forward neural network (FNN), long short-term memory (LSTM) network and particle swarm optimization (PSO) based FNN. The results prove that PSO-FNN exhibits better forecasting accuracy while the conventional FNN has better computational efficiency.
传统电力系统向小型、智能、高效的微电网的分散,强调了对分级短期负荷预测的要求。随着电力系统的这种转变,家庭短期负荷预测的假设也随之发展。然而,个别客户的负荷情况的波动和不确定性使其难以预测。本文介绍了三种基于机器学习的方法的实现和比较,利用几个主要电器的消费数据准确预测电表级总需求。预测技术包括前馈神经网络(FNN)、长短期记忆(LSTM)网络和基于粒子群优化(PSO)的FNN。结果表明,PSO-FNN具有更好的预测精度,而传统的FNN具有更好的计算效率。
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引用次数: 4
Polar Bear Optimization Algorithm deployed for Multi-Area Economic Dispatch incorporating Tie-Line Constraint 考虑系线约束的多区域经济调度北极熊优化算法
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048223
Faiza Ikram, Aftab Ahmad, S. W. U. Haq, A. Majeed, Tooba Nawaz
Power system consists of large dispersed generating units, resulting in many dis-continuity and non-linearity problems. This paper emphasizes on one of the key operational optimization problem "Multi-Area Economic Dispatch (MAED)" and address the remedy using a very rigorous technique known as Polar Bear Optimization Algorithm (PBOA). MAED's main objective is to reduce the total fuel cost by evaluating the optimum dispatch strategy of generating machine in each area by justifying their predicted demand loads. The system and operational constraints reflected in the proposed approach are defined namely as area power balance, tie-line power sharing capacity, generation operating boundaries and as well as transmission line losses. The main advantage of employing PBOA is its feature of balancing the search agent size by kill and growth mechanism simply known as dynamic population control. The performance and robustness of the proposed algorithm is assessed by implementing it on the IEEE standard test system of 2 Area-6 units with fuel cost convex in nature. The computational results and comparative appraisal with other available literature methods dictate the strength and effectiveness of PBOA over others.
电力系统由大型分散的发电机组组成,产生了许多不连续和非线性问题。本文着重研究了多区域经济调度(MAED)这一关键的运行优化问题,并利用北极熊优化算法(PBOA)解决了这一问题。MAED的主要目标是通过对各区域发电机组需求负荷的预测,评估各区域发电机组的最优调度策略,从而降低总燃料成本。所提出的方法所反映的系统和运行约束定义为区域功率平衡、联络线功率共享能力、发电运行边界以及输电线路损耗。采用PBOA的主要优点是它通过杀死和生长机制(即动态种群控制)来平衡搜索代理的大小。通过在具有燃料成本凸性的2 Area-6单元的IEEE标准测试系统上实现该算法,对算法的性能和鲁棒性进行了评估。计算结果和与其他文献方法的比较评价表明了PBOA的强度和有效性。
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引用次数: 4
A Study on Device Automation: An Integration of Internet protocols and Embedded System 设备自动化研究:互联网协议与嵌入式系统的集成
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048204
J. Arshad, Saqib Salim, Talha Younas, M. D. Amentie, G. Farid, A. Rehman, Amna Khokhar
The developed world is experiencing a rapid change in terms of technology due to Artificial Intelligence, Deep Learning, and the Internet of Things. However, in the developing countries, the industry devices are operated on manual control, therefore industries required fmances and men’s power to manage electronic machines. This work aims to provide automated control to the industry devices by developing an Embedded System (ES) that is further coupled with a personal computer (PC) to regulate the status of devices. The status (OFF/ON) of the devices can be seen on the web browser. Moreover, we have developed a Graphical User Interface (GUI) is in HTML to see the status of devices online. The GUI is equipped with a secure mechanism by including a separate login page and password to access the control. It ensures that only authorized individuals can access and monitor the status of connected devices. The proposed architecture is capable of providing ease to the offices, industry and homes by providing remote access to the system. Additionally, the GUI can be opened on smartphones, laptops, tablets due to autonomous control. The proposed system is energy-efficient, robust, and affordable as compared to the existing automation systems.
由于人工智能、深度学习和物联网,发达国家正在经历技术方面的快速变化。然而,在发展中国家,工业设备是在手动控制下操作的,因此工业需要人力和人力来管理电子机器。这项工作旨在通过开发嵌入式系统(ES)为工业设备提供自动化控制,该系统进一步与个人计算机(PC)相结合,以调节设备的状态。在web浏览器上可以看到设备的状态(OFF/ON)。此外,我们已经开发了一个图形用户界面(GUI)是在HTML中查看设备的在线状态。GUI通过包含单独的登录页面和密码来访问控件,从而配备了安全机制。它确保只有经过授权的个人才能访问和监控连接设备的状态。提出的架构能够通过提供对系统的远程访问,为办公室、工业和家庭提供便利。此外,由于自主控制,GUI可以在智能手机,笔记本电脑,平板电脑上打开。与现有的自动化系统相比,所提出的系统节能、健壮且价格合理。
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引用次数: 3
Investigation and Wideband Modeling of LCC based ±800 kV UHVDC Converter Station for Electromagnetic Disturbance 基于LCC的±800 kV特高压直流换流站电磁干扰研究与宽带建模
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048216
Bilal Masood, G. Song, Luluwah Al-Fagih, Junjie Hou, R. M. Asif
The Traditional high voltage direct current (HVDC) grids are equipped with a range of non-linear devices carrying high order of resonance frequencies. The line commutated converter (LCC) based HVDC converters generate a wideband electromagnetic disturbance (EMD) during the switching ON and OFF process of thyristor valves. This EMD is propagated throughout the HVDC system and influences the performance of primary and secondary circuits by conductive and inductive couplings. Line faults, lightning and switching transients further complicate the high frequency (HF) EMD issues. This paper presents the wideband model of LCC module and tower for the insightful analysis of EMD characteristics. The previously ignored wideband parameters along with background and impulsive noise produced from thyristor valves are also modeled and injected in the LCC valve module. The wideband modeling of LCC station will help to overcome the issues of EMD prediction, overvoltage and especially will facilitate to standardize the existing issues of the current relay protection system.
传统的高压直流(HVDC)电网配备了一系列承载高阶谐振频率的非线性器件。基于线路换向变换器(LCC)的高压直流变换器在晶闸管阀的开关过程中会产生宽带电磁干扰(EMD)。这种EMD在整个高压直流系统中传播,并通过导电和电感耦合影响初级和次级电路的性能。线路故障、雷电和开关瞬态进一步使高频EMD问题复杂化。本文提出了LCC模块和塔的宽带模型,以便对EMD特性进行深入的分析。之前忽略的宽带参数以及由晶闸管阀产生的背景和脉冲噪声也被建模并注入到LCC阀模块中。LCC站的宽带建模有助于克服EMD预测、过电压等问题,特别是有利于规范现有继电保护系统存在的问题。
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引用次数: 0
Optimization and Aerodynamic Design of a Soccer Ball Using Numerical Analysis 基于数值分析的足球气动优化设计
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048220
Syed Baleegh Hussain, Syed Irtiza Ali Shah, A. Shahzad
Aerodynamics plays a very important role in all the sports in which a sports ball is thrown, kicked or struck. In all these sports the intent is to either throw the ball as far as possible, or to get an unpredictable swing of the ball to deceive the opponent. Soccer is one of the most played and watched sports today and the only equipment it uses is a soccer ball. Owing to increasing importance and popularity of soccer, a lot of research has been done recently for better understanding of aerodynamic parameters and flight path of soccer ball. Knowledge of effects of aerodynamics on soccer ball can be very significant for players who can incorporate that knowledge in their playing tactics. Similar research can also play a significant role for the ball manufacturers to design and manufacture soccer balls that can favor the aerodynamics of the ball in order to make the sport more exciting to play and watch. Small variations in the design of ball like panel size and method of attachment of panels can change the aerodynamic properties of the soccer ball. Velocity, spin and surface are major contributors towards variation in flight path and aerodynamic parameters of the soccer ball. In this work 3D Computer Aided Design models have been developed and their aerodynamic parameters have been calculated through Computational Fluid Dynamics. Effects of surface geometry have been analyzed numerically for smooth sphere and a soccer ball. Validation of results have been done for comparison of results obtained through commercially available solver and wind tunnel tests ofvarious authors. The difference in results obtained through numerical and experimental means have been analyzed and discussed. These results have also been compared with results obtained by various researchers using different numerical and experimental techniques. Recommendations have been made for all significant aerodynamic design considerations of a better soccer ball.
空气动力学在所有的运动中都起着非常重要的作用,在这些运动中,球被扔、踢或击打。在所有这些运动中,目的要么是把球扔得尽可能远,要么是让球的摆动无法预测,以欺骗对手。足球是当今最多人参与和观看的运动之一,它使用的唯一设备是足球。随着足球运动的日益重要和普及,近年来人们对足球的气动参数和飞行轨迹进行了大量的研究。空气动力学对足球的影响的知识可以是非常重要的球员谁可以将这些知识纳入他们的比赛战术。类似的研究也可以为足球制造商设计和制造有利于足球空气动力学的足球发挥重要作用,以使这项运动更令人兴奋。类球板尺寸的设计和附着方式的微小变化都会改变足球的空气动力学特性。速度、旋转和表面是影响足球飞行轨迹和空气动力学参数变化的主要因素。本文建立了三维计算机辅助设计模型,并通过计算流体力学计算了其气动参数。对光滑球体和足球的表面几何形状的影响进行了数值分析。通过对不同作者通过市售求解器和风洞试验获得的结果进行比较,验证了结果。对数值计算和实验结果的差异进行了分析和讨论。这些结果还与不同的研究人员使用不同的数值和实验技术得到的结果进行了比较。建议所有重要的空气动力学设计考虑一个更好的足球。
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引用次数: 1
Design and Implementation of Variable Frequency Drive by Using Scalar Control Technique 基于标量控制技术的变频驱动设计与实现
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048192
Talha Mujahid, Awais Tahir, M. Awais, A. Kamal, Umar Hayyat
This paper deals with the variable frequency drive in which the speed of single phase induction motor control by using scalar control technique. Single-phase induction engines are utilized in low control applications and broadly utilized in household applications as well as mechanical applications. These motors are very cheap, their construction and maintenance is simple. Its rating varies from fractional horse power up to thousands horse power. The designed variable frequency drive will control the speed of single phase induction motor as per requirement of the user. Moreover, this drive will be interfaced with laptop and operated by the software called Arduino-IDE through which frequency controlled signals are given to inverter and the exploratory tests of this SPIM drive would be depicted.
本文研究了用标量控制技术控制单相异步电动机转速的变频传动。单相感应发动机用于低控制应用,并广泛用于家庭应用以及机械应用。这些电机非常便宜,它们的构造和维护都很简单。它的额定值从分数马力到数千马力不等。所设计的变频驱动器将根据用户的要求控制单相感应电动机的转速。此外,该驱动器将与笔记本电脑接口,并通过Arduino-IDE软件进行操作,通过该软件将频率控制信号传递给逆变器,并描述该SPIM驱动器的探索性测试。
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引用次数: 2
Smart Underground Wireless Cable Fault Detection and Monitoring System 智能地下无线电缆故障检测与监控系统
Pub Date : 2020-02-01 DOI: 10.1109/ICEET48479.2020.9048210
R. M. Asif, S. R. Hassan, Ateeq ur Rehman, Asad Ur Rehman, Bilal Masood, Zain Ali Sher
Whenever a fault occurs in the underground cable line for some reason, repairing wires of that faulty cable becomes quite difficult because of a lack of a proper system for tracking the precise fault location. A system needs to be developed that can find the precise location of the occurred fault in the system for all the three phases R, Y, and B for different types of faults conditions. By Ohm’s Law, it is found that the resistance of the cable is proportional to its length under constant conditions of temperature and the cross-section area. Here a system is developed which consists of a microcontroller, LCD display, Fault Sensing Circuit Module, Wi-Fi Module, and proper power supply arrangement with regulated power output. Current in the circuit is sensed by the relays which are interconnected with the microcontroller. The fault sensing circuit is made with the combination of a set of series resistors and switches alongside each resistor. This proposed system is simulated and tested on PROTEUS version 8.1 and the hardware is designed on the basis of simulated design. In the end, the Fault is not only detected but also located at the exact location and has been shown on website “Things peak.”
每当地下电缆线路由于某种原因发生故障时,由于缺乏精确跟踪故障位置的适当系统,修复故障电缆的电线变得相当困难。需要开发一种系统,能够针对不同类型的故障条件,在系统的R、Y、B三个阶段找到发生故障的精确位置。根据欧姆定律,在温度和截面积一定的条件下,电缆的电阻与电缆的长度成正比。本文设计了一个由单片机、液晶显示器、故障感应电路模块、Wi-Fi模块和适当的电源配置组成的系统。电路中的电流由与微控制器相连的继电器检测。故障感应电路由一组串联电阻和每个电阻旁边的开关组合而成。本系统在PROTEUS version 8.1上进行了仿真和测试,并在此基础上进行了硬件设计。最后,故障不仅被检测到,而且被定位到准确的位置,并在“Things peak”网站上显示出来。
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引用次数: 7
期刊
2020 International Conference on Engineering and Emerging Technologies (ICEET)
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