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2022 International Conference on Emerging Trends in Electrical, Control, and Telecommunication Engineering (ETECTE)最新文献

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Two-Stage Hybrid-Filtering Based Fault Detection & Classification method for Active Distribution Networks 基于两阶段混合滤波的有源配电网故障检测与分类方法
F. Mumtaz, H. H. Khan, Muhammad Usman Haider, Muhammad Bin Younas, M. Mohsin, Muhammad Zeeshan
Active distribution networks (ADNs) are the modern power networks that are cultivated due to the widespread dispersion of renewable energy resources (RERs) near consumer territory. However, faults detection and classification is an issue in such ADNs owing to the low current level during faults, and bidirectional power flows. This paper establishes a new fault detection and classification method for ADNs. In the first stage, a discrete Kalman filter (DKF) is implemented on measured current signals for noise-less state estimations. In the second stage, the second-order low pass filter (SOLPF) is implemented to the per phase current signature to take out the desired filtered features (DFF). Furthermore, the DFF of the current signal is squared, and then the exponential is taken to compute the single-phase fault detection & classification index (SPFD&CI). If the SPFD&CI of any phase is more than a constant threshold level the associated phase is deliberately faulty. Moreover, due to phase segregation, the fault categorization is autonomous. The suggested approach is tested in MATLAB/Simulink firmware on the ADN's tested. The results show that, in various cases, the suggested technique detects and classifies all varieties of fault conditions with less than 1/2 a cycle.
主动配电网(ADNs)是由于可再生能源在消费者区域附近的广泛分布而形成的现代电网。然而,由于故障时的电流水平较低,且电流是双向的,因此这种ADNs的故障检测和分类是一个问题。本文建立了一种新的adn故障检测与分类方法。在第一阶段,采用离散卡尔曼滤波(DKF)对测量电流信号进行无噪声状态估计。在第二阶段,二阶低通滤波器(SOLPF)被实现到每相电流签名,以取出所需的滤波特征(DFF)。然后对电流信号的DFF进行平方,取指数计算单相故障检测分类指数(SPFD&CI)。如果任何阶段的SPFD&CI大于一个固定的阈值水平,则该阶段是故意错误的。此外,由于相位偏析,故障分类是自治的。建议的方法在MATLAB/Simulink固件中对ADN进行了测试。结果表明,在各种情况下,该方法均能以小于1/2 a周期的时间对各种故障状态进行检测和分类。
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引用次数: 0
Energy Conservation of Three-Phase Induction Motors Through IoT-Enabled Intelligent Operation Management System 通过物联网智能运行管理系统实现三相异步电机节能
Abdullah Sabir, Fahad Ilyas, T. Tauqeer, Muhammad Sohaib
In this paper, we worked on the development of an IoT-based, low-cost industrial solution for the Automatic operation of 10 (Three-Phase Induction) motors installed at the disposal station. Manual operation of a large number of motors at the disposal station is a rigorous process that involves constant monitoring of wastewater levels in the wells and operating motors accordingly. The chance of human error in this situation is high which also involves risk to the expensive machinery. The proposed solution provides contactless operation of motors hence keeping the wastewater in wells to their minimum level while reducing the load in sanitation lines. The system is also capable of Auto/Manual mode selection, monitoring the level of water in wells through ultrasonic sensors, avoiding dry runs by operating the motors at an optimum level, and monitoring the running status of motors. Moreover, all this data can be visualized graphically on the web server for the required date and time. The comparison of results before and after the installation of this system shows significant energy conservation results which make this system feasible to install at large facilities.
在本文中,我们致力于开发一种基于物联网的低成本工业解决方案,用于安装在处置站的10台(三相感应)电机的自动运行。在处理站手动操作大量电机是一个严格的过程,需要持续监测井中的废水水平并相应地操作电机。在这种情况下,人为错误的可能性很高,这也涉及到昂贵的机器的风险。提出的解决方案提供了电机的非接触式操作,从而将井中的废水保持在最低水平,同时减少了卫生管道的负荷。该系统还能够自动/手动模式选择,通过超声波传感器监测井中的水位,通过将电机运行在最佳水位来避免干跑,并监测电机的运行状态。此外,所有这些数据都可以在web服务器上以可视化的方式显示所需的日期和时间。系统安装前后的效果对比表明,该系统节能效果显著,在大型设施上安装是可行的。
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引用次数: 0
A simulation-based parametric study for determining the relation between geometric parameters of a vertical helical coil with external heat transfer coefficient 垂直螺旋盘管几何参数与外换热系数关系的仿真参数化研究
Saqib Ayuob, Qaiser Bashir, M. Mahmood, Jamsheed Sajid, Tehreem Asif
Globally there is an increase in demand for sustainable energy as compared to fossil fuels due to lesser carbon emissions. Moreover, an increase in the adoption of clean energy in underdeveloped countries is observed and sunlight-based energy technologies turned out to be emerging trends in developing countries. A solar collector is a widely used technology that typically uses helical coil-based heat exchangers to transport heat energy from the collector to the storage tank. Premises of our research is to determine the effects of different geometric parameter on heat transfer from the coil to the water inside the tank, and for this purpose, a validated CFD-based model is used. Geometric alternations were made to the validated model and 30 minutes flow time simulations were carried out for each model. It was discovered that an increase in diameter of the pipe, pitch & height of the coil results in a decrease in external heat transfer coefficient (HTC), and the inverse was studied for the length of the pipe. Although, the curvature ratio of the coil in comparison with HTC did not portray any specific trend. Lastly, the vertical gap between the coil and upper boundary of the tank, and the lateral gap between the coil and side wall of the tank turned out to be essential parameters. Both displayed increase in HTC with the increase in distance.
与化石燃料相比,由于碳排放较少,全球对可持续能源的需求有所增加。此外,观察到不发达国家采用清洁能源的情况有所增加,以阳光为基础的能源技术在发展中国家已成为新趋势。太阳能集热器是一种广泛使用的技术,通常使用基于螺旋盘管的热交换器将热能从集热器传输到储罐。我们研究的前提是确定不同几何参数对盘管到水箱内水的传热的影响,为此,我们使用了一个经过验证的基于cfd的模型。对验证模型进行几何变换,并对每个模型进行30分钟流时间模拟。研究发现,增大管径、管间距和盘管高度会导致外换热系数(HTC)的减小,而增大管长则会导致外换热系数的减小。虽然,线圈的曲率比与HTC的比较没有描绘任何具体的趋势。最后,线圈与储罐上边界的垂直间隙和线圈与储罐侧壁的横向间隙成为关键参数。两者都显示HTC随着距离的增加而增加。
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引用次数: 0
5th order Modeling, Control and Steady-State Validation of Wind Turbine Based on DFIG 基于DFIG的风力机五阶建模、控制及稳态验证
Muhammad Uzair Khalid, H. Khalid, Afzaal A. Khan, Hasaan Farooq, Muhammad Muzammil Farooqi
With the high penetration of power electronics-based wind farms being integrated into power grids, proper modeling and control of large wind turbines is a prominent challenge in modern power systems. Thus, accurate mathematical modeling of the Doubly-fed induction generator (DFIG) along with its control is desperately needed. In this paper, modeling, control, and steady-state validation of a 5th order model of DFIG is presented. A vector control scheme is developed for the stator side and rotor side converters to keep constant DC link voltage and to capture maximum power from the wind. The d-q synchronous coordinate system is utilized to derive 5th order DFIG model in which the q-axis of the rotating coordinate system rotates at the nominal grid frequency. Stator flux, rotor flux, and rotor speed were selected as state variables for state space representation of the DFIG model. Experimentally, the simulations are done in EMTDC/PSCAD and the results were carried out on 1.73 MVA DFIG-based Industrial Wind Turbine data and then validate it with the actual one.
随着以电力电子为基础的风力发电场的高度普及,大型风力涡轮机的正确建模和控制是现代电力系统中的一个突出挑战。因此,迫切需要对双馈感应发电机(DFIG)及其控制进行精确的数学建模。本文介绍了一种五阶DFIG模型的建模、控制和稳态验证。提出了一种定子侧和转子侧变流器的矢量控制方案,以保持直流链路电压恒定,并从风中获取最大功率。利用d-q同步坐标系导出了旋转坐标系q轴以标称栅格频率旋转的五阶DFIG模型。选取定子磁链、转子磁链和转子转速作为状态变量,对DFIG模型进行状态空间表示。实验上,在EMTDC/PSCAD中进行了仿真,并在基于1.73 MVA dfig的工业风力机数据上进行了仿真,并与实际数据进行了验证。
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引用次数: 0
A Systematic Review on Control Strategies of Three Stage Generator for More Electric Aircraft Power System 多电飞机动力系统三级发电机控制策略系统综述
Muhammad Arif Anwar, Li Wang, K. Qureshi, G. Abbas, U. Farooq
Modern aircraft adopt a three-stage generator power system with variable frequency. It is difficult to ensure the dynamic performance of this system because of its complex architecture, and designing a controller for this system is also challenging as well. Therefore, this study reviews and briefly discusses a number of control strategies for three-stage generators used in AC and DC power systems for aircraft applications under a variety of speed and load variations. The performance of different strategies is evaluated based on settling time and percentage overshoot in steady and transient states; their results are summarized in Table I.
现代飞机采用三级变频发电机动力系统。该系统结构复杂,动态性能难以保证,控制器的设计也具有一定的挑战性。因此,本研究回顾并简要讨论了在各种速度和负载变化下,用于飞机交流和直流电源系统的三级发电机的一些控制策略。基于稳态和暂态的稳定时间和超调百分比对不同策略的性能进行了评价;其结果总结于表一。
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引用次数: 0
Survival Rate Prediction of Blood Cancer (Leukemia) Patients Using Machine Learning Algorithms 使用机器学习算法预测血癌(白血病)患者的生存率
Zarish, B. Wajid, Umar Rashid, Sajida Zahid, Faria Anwar, F. G. Awan, Abdul Rauf Anwar, Imran Wajid
Survival rate prediction for medical diseases is a complex task that requires high precision. With a low survival rate among reported patients, leukemia is a type of cancer of blood which is caused by the abnormal growth of white blood cells. It is critical to numerically evaluate the rate of survivability of patients suffering from leukemia. To this end, this paper employs a comprehensive database, namely Surveillance, Epidemiology, and End Results (SEER) maintained by The National Cancer Institute in MD, USA, to construct a survivability model for leukemia patients. To accurately predict the survival months of the patients, we develop a multi-class classification problem by binning the target variable into four bins. The resulting accuracy is improved by utilizing a multi-tier classification framework. Although, the final numerical results hold significance from biological viewpoint, it is recommended that a clinically relevant model be drawn with caution.
医学疾病的生存率预测是一项复杂的任务,需要很高的精度。白血病是一种由白细胞异常生长引起的血癌,在报道的患者中存活率很低。对白血病患者的存活率进行数值评估是至关重要的。为此,本文利用美国MD国家癌症研究所(The National Cancer Institute in MD, USA)的监测、流行病学和最终结果(SEER)综合数据库,构建白血病患者的生存能力模型。为了准确预测患者的生存月数,我们通过将目标变量分为四个bin,开发了一个多类分类问题。通过使用多层分类框架,提高了结果的准确性。虽然最终的数值结果从生物学角度来看具有重要意义,但建议谨慎绘制临床相关模型。
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引用次数: 1
A Scholarly Review of Methods for Design Optimization of IPM Synchronous Motors Used in Electric Vehicles 电动汽车用IPM同步电动机设计优化方法研究进展
M. U. Sardar, Dou Manfeng, Umar Saleem, Muhammad Kashif Nawaz, Mannan Hassan
Unlike the conventionally fueled vehicles used in the transportation system, electric vehicles emit zero carbon content or any hazardous discharge as they are highly environmentally friendly. Therefore, an optimized electric motor design for excellent performance has become a requirement for electric vehicle drive system developments in the automotive industry.. This paper includes a scholarly review of previously adapted optimization algorithms and a case study of optimizing the permanent magnet synchronous motor with a V-type buried magnet (IPMSM) design from the rotor side. This gave optimal placement of the magnets and geometric positions. Using the optimizing algorithms, smaller magnet sizes and other optimized parameters have been achieved, effectively ensuring higher performance requirements and efficient use in electric vehicle applications. The results are validated through the FEA analysis and optimization done by the OptiSLang software.
与运输系统中使用的传统燃料汽车不同,电动汽车的碳含量为零,也没有任何有害排放,因为它们非常环保。因此,优化电机设计以获得优异的性能已成为汽车行业电动汽车驱动系统发展的要求。本文对以往的优化算法进行了学术回顾,并从转子侧对v型埋磁体(IPMSM)设计的永磁同步电动机进行了优化。这就给出了磁铁的最佳位置和几何位置。利用优化算法,实现了更小的磁体尺寸和其他优化参数,有效地保证了更高的性能要求和在电动汽车应用中的高效使用。通过opti俚语软件进行有限元分析和优化,验证了结果。
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引用次数: 2
Autonomous Vehicle Health Monitoring Based on Cloud-Fog Computing 基于云雾计算的自动驾驶汽车健康监测
Nida Jabeen, Runfang Hao, Ashfaq Niaz, Muhammad Usman Shoukat, Fahim Niaz, Mehran Arshad Khan
Almost every part of the economy relies on the transportation industry. The road transportation sector is one of the numerous types of transport sectors. As a vehicle's continual use causes damage, inefficiency, and faults in numerous parts, etc. Timely maintenance prevents or fixes these issues. Aiming at the requirements of vehicle health monitoring, this article studies and designs the cloud computing collaborative vehicle health monitoring network system and proposes the allocation of data transmission paths with an ant colony algorithm as the core. On this basis, it studies the construction of autonomous vehicle health status detection systems based on cloud and fog collaborative computing and gives the system level composition and system framework scheme. In the system, data is collected by sensor equipment and then transmitted, stored, and comprehensively processed. The obtained data provides a technical basis for automobile health detection. Through the construction of a simulation environment, it shows that the algorithm can adjust to the dynamic features of cloud system networks in the environment of road strength construction. The ant colony optimization (ACO) algorithm is a type of probabilistic algorithm that determines the best route through a graph. As compared with the shortest path first (SPF) algorithm and the brute force (BF) storm algorithm in terms of average throughput and response time, it is more suitable for cloud and fog collaborative network transmission environments.
几乎每个经济部门都依赖于运输业。道路运输部门是众多运输部门中的一种。由于车辆的持续使用会导致许多部件损坏、效率低下和故障等。及时的维护可以防止或修复这些问题。针对车辆健康监测的需求,本文研究设计了云计算协同车辆健康监测网络系统,并提出了以蚁群算法为核心的数据传输路径分配。在此基础上,研究了基于云雾协同计算的自动驾驶车辆健康状态检测系统的构建,给出了系统层次构成和系统框架方案。在系统中,通过传感器设备采集数据,然后进行传输、存储和综合处理。所得数据为汽车健康检测提供了技术依据。通过仿真环境的构建,表明该算法能够适应道路强度构建环境下云系统网络的动态特性。蚁群优化算法是一种通过图确定最佳路径的概率算法。在平均吞吐量和响应时间方面,与最短路径优先(SPF)算法和蛮力风暴(BF)算法相比,更适合于云雾协同网络传输环境。
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引用次数: 0
Sensitivity Analysis of Grid-Connected Single-Phase Photovoltaic Inverters to Fast Voltage Sag Disturbance 并网单相光伏逆变器对快速电压暂降扰动的敏感性分析
Awais Ahmad, H. D. Tafti, G. Konstantinou, B. Hredzak, J. Fletcher
Constantly changing dynamics of the power generation systems and increasing interest in power generation from distributed photovoltaic (DPV) systems is challenging for transmission and distribution systems, making things complicated for service providers. The lack of control and visibility over these DPVs from system operators causes problems in the power distribution system, especially during grid disturbances. The researcher's concern increased towards understanding the effects of grid disturbance on DPV inverters for a reliable network. Although technical standards provide guidance to DPV inverters for expected performance and behaviour, some guidelines are unclear under different grid disturbances. The behaviour of grid-connected inverters to voltage disturbances is critical for designing load composite models and tuning their parameters in planning power reserve requirements. The behaviour of single inverters is insufficient to understand the response of multiple inverters under such grid disturbances as distribution networks comprise several integrated DPV inverters. For this reason, the sensitivity analysis of 31 single-phase grid-connected DPV inverters was experimentally analyzed for fast voltage sag disturbance. DPV inverters behaviour is classified as i) ride-Through, ii) power curtailment, and iii) disconnection. The undesirable behaviour of DPV inverters threatens the stability of power systems with high DPV generation. The objective is to provide evidence to system operators for proper power scheduling and help in standard development.
发电系统动态的不断变化以及人们对分布式光伏发电系统的兴趣日益增加,给输配电系统带来了挑战,使服务提供商的事情变得复杂。由于系统操作员对这些dpv缺乏控制和可视性,导致配电系统出现问题,特别是在电网扰动时。为了建立可靠的电网,研究人员越来越关注电网扰动对分布式光伏逆变器的影响。虽然技术标准为分布式光伏逆变器的预期性能和行为提供了指导,但在不同的电网干扰下,一些指导方针并不明确。并网逆变器对电压扰动的行为对于设计负荷组合模型和调整其参数以规划电力储备需求至关重要。单个逆变器的行为不足以理解多个逆变器在电网扰动下的响应,如配电网由多个集成的分布式光伏逆变器组成。为此,对31台单相并网分布式光伏逆变器进行了快速电压暂降扰动敏感性实验分析。DPV逆变器的行为分为i)穿越,ii)断电和iii)断开。分布式光伏逆变器的不良行为威胁着高分布式光伏发电系统的稳定性。目的是为系统操作员提供正确的电力调度依据,并有助于标准的制定。
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引用次数: 0
An Outlook of Wind Energy Technology: Prospects and Challenges for Pakistan 风能技术展望:巴基斯坦的前景和挑战
S. Khalid, Haleema Ushaq, Hadia Ushaq, K. Bashir, Muhammad Shahid
Pakistan, as a developing nation with a growing population and an expanding economy, must deal with growing electricity demand. At the moment, Pakistan is heavily reliant on fossil fuels, the majority of which are imported, to meet its electricity needs, thus exerting immense pressure on its already over-burdened economy. With the world's growing use of wind energy (WE), lower prices of renewable energy technology (RETs), and enhanced efficiency and reliability, WE can be a good alternate solution to Pakistan's reliance on fossil fuels, which will most certainly increase in price in the future. In this regard, significant WE resources may be found along the 1,046 km southern coastline and in a few locations in the north's hilly regions. This enormous potential can be utilized to generate electricity on a local level as well as at the size of large-scale wind farms. This study explores the potential for WE in Pakistan and outlines the necessary steps for its development and its associated challenges.
巴基斯坦作为一个人口不断增长、经济不断发展的发展中国家,必须应对不断增长的电力需求。目前,巴基斯坦严重依赖化石燃料来满足其电力需求,其中大部分是进口的,从而对其已经负担过重的经济施加了巨大压力。随着全球对风能(WE)的使用日益增加,可再生能源技术(RETs)的价格下降,以及效率和可靠性的提高,WE可以成为巴基斯坦依赖化石燃料的一个很好的替代解决方案,而化石燃料的价格在未来肯定会上涨。在这方面,沿1 046公里的南部海岸线和北部丘陵地区的几个地点可能会发现大量的WE资源。这种巨大的潜力既可以用于地方一级的发电,也可以用于大型风力发电场。本研究探讨了巴基斯坦WE的潜力,概述了其发展的必要步骤及其相关挑战。
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引用次数: 1
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2022 International Conference on Emerging Trends in Electrical, Control, and Telecommunication Engineering (ETECTE)
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