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A Review of Fuel Cell to Distribution Network Interface Using D-FACTS: Technical Challenges and Interconnection Trends 基于D-FACTS的燃料电池与配电网接口综述:技术挑战与互联趋势
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/ijeetc.10.5.319-332
M. Khaleel, M. Adzman, S. M. Zali, M. Graisa, A. Ahmed
Today, the worldwide public interest in reducing power quality issues and greenhouse gas emissions is a key driver to study fuel cells (FCs) connected to distribution network systems (DNs) based on distributed flexible alternating-current transmission systems (D-FACTS). DNs will need to develop a better performance on Power Quality (PQ) while providing a more efficient energy technology. This study reviewed in-depth the interface of DN to FC systems. By focusing on the FC interface and the associated technical challenges, this review may help reduce the risk of DNs, minimizing the consumption of fossil fuels for power generation, lowering the emission of hazardous gases while dramatically increasing electrical power loads, improving PQ and stability. Besides, the study deliberated aspects of FC power technology with DNs interfacing based on D-FACTS. Specifically, the discussion encompassed the configuration structures of FC power technology and DNs connection based on D-FACTS, technical challenges of DNs, and its trends to determine the diagnosis, integration, and optimization for FC power technology.
今天,全球公众对减少电能质量问题和温室气体排放的兴趣是研究基于分布式柔性交流输电系统(D-FACTS)的连接到配电网系统(DNs)的燃料电池(fc)的关键驱动因素。DNs将需要在提供更高效的能源技术的同时,开发更好的电能质量(PQ)性能。本文对DN与FC系统的接口进行了深入的研究。通过关注FC接口和相关的技术挑战,本综述可能有助于降低DNs风险,最大限度地减少发电化石燃料的消耗,降低有害气体的排放,同时显著增加电力负荷,提高PQ和稳定性。此外,本文还对基于D-FACTS的DNs接口FC电源技术进行了研究。具体而言,讨论包括FC电源技术的配置结构和基于D-FACTS的DNs连接,DNs的技术挑战,以及确定FC电源技术诊断,集成和优化的趋势。
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引用次数: 8
Artificial Intelligence Based Approach for Short Term Load Forecasting for Selected Feeders at Madina, Saudi Arabia 基于人工智能的沙特阿拉伯麦地那选定馈线短期负荷预测方法
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/ijeetc.10.5.300-306
M. Rizwan, Yousef R. Alharbi
Short term load forecasting is one of the most important tools for smart energy management particularly in the planning and operation of large buildings. It assists in minimizing the energy losses as well as in maintenance scheduling for critical times. One of the widespread methods for load predicting is implemented by artificial intelligence techniques. In this research, fuzzy logic and artificial neural networks are utilized for short term load forecasting of selected feeders in one of the biggest buildings, Madina, Saudi Arabia. A high-quality measured data is collected from the selected locations and used here in training, testing and validation purposes. The performance of the models is evaluated on the basis of statistical indices such as an absolute relative error. Obtained results are compared with the high-quality measured data and it is found that the performance of the fuzzy logic model is found better as compared to artificial neural network model for the selected feeders.
短期负荷预测是智能能源管理的重要工具之一,特别是在大型建筑的规划和运行中。它有助于最大限度地减少能量损失,并在关键时刻进行维护调度。负荷预测的一种广泛的方法是通过人工智能技术实现的。在本研究中,模糊逻辑和人工神经网络被用于短期负荷预测的一个最大的建筑物之一,麦地那,沙特阿拉伯。从选定的地点收集高质量的测量数据,并在这里用于培训、测试和验证目的。根据绝对相对误差等统计指标对模型的性能进行了评价。将所得结果与高质量的实测数据进行比较,发现模糊逻辑模型对所选馈线的性能优于人工神经网络模型。
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引用次数: 14
Domain Knowledge-Based Automatic Voltage Determination System for Welding Machine 基于领域知识的焊机电压自动检测系统
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/ijeetc.10.4.294-299
Masakazu Takahashi, Takuro Yasui, K. Muro
In the manufacturing industry, quality degradation due to a decrease in skilled operators possessing domain knowledge has become a problem. Digitalization using IoT technology has emerged as a means to tackle this problem. In the resistance welding process, welding quality fluctuates depending on aging of electrodes. Experienced operators adjust the welding voltage to keep the quality constant. As this knowledge is difficult to share, the success rate of voltage changes at the time of quality degradation tends not to be improved. Therefore, we developed an automatic voltage determination system that improves both quality and productivity by improving the success rate, which is one of the main measures. The system learns past sensor data and voltage change logs, determines the voltage according to input real-time sensor data, and sets the voltage for the welding machine. We propose three voltage determination methods: a similarity search method, a voltage prediction method using a regression model that outputs voltage, and a quality prediction and voltage search method that searches for the optimum voltage in a classification model to predict the success or failure of voltage changes. Our evaluation of these methods shows that the success rate improves by up to 12.4 percentage points compared to when the operators performed the process manually. This result demonstrates that we can achieve quality stabilization and productivity improvement by implementing our system in the welding process.
在制造业中,由于拥有领域知识的熟练操作人员减少而导致的质量下降已经成为一个问题。利用物联网技术进行数字化已经成为解决这一问题的一种手段。在电阻焊过程中,焊接质量随焊条的老化而波动。经验丰富的操作人员调整焊接电压,以保持质量恒定。由于这些知识难以共享,因此在质量退化时电压变化的成功率往往得不到提高。因此,我们开发了一种自动电压测定系统,通过提高成功率来提高质量和生产率,这是主要措施之一。系统学习过去的传感器数据和电压变化日志,根据输入的实时传感器数据确定电压,并为焊机设置电压。我们提出了三种电压确定方法:相似性搜索法、使用输出电压的回归模型的电压预测法和在分类模型中搜索最优电压以预测电压变化成功或失败的质量预测和电压搜索法。我们对这些方法的评估表明,与人工操作相比,成功率提高了12.4个百分点。结果表明,在焊接过程中实施该系统可以实现质量的稳定和生产率的提高。
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引用次数: 1
Photoplethysmography (PPG) Scheming System Based on Finite Impulse Response (FIR) Filter Design in Biomedical Applications 生物医学应用中基于有限脉冲响应(FIR)滤波器设计的光体积脉搏图(PPG)规划系统
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/ijeetc.10.4.272-282
H. Tun
Photoplethysmography (PPG) is a non-invasive technique that measures relative blood volume changes in the blood vessels close to the skin. This research work intends to design a real-time filtering system. There are two main parts in this heart rate detection system: the data-gathering portion and real-time processing. Both processing includes preprocessing and filtering in which PPG signals derive from the pulse sensor in the data-gathering stage. It filters from PPG signal in real-time processing. In the data-gathering stage, the PPG signal is first derived from the pulse sensor, and then it is preprocessed to remove noise and enhance the signal quality to collect the paired-pulse index (PPI). After the signal has been preprocessed, the PPI is extracted from the signal, and this signal with features is collected as a data point to give an input signal for Raspberry Pi to draw the heat rate plot. In this system implementation, the pulse sensor is used to detect the heart-beat information of blood stream. This computer-aided system may also help patients save their time being spent waiting for doctors’ decisions. Biomedical analysis, digital signal processing, image processing, and data analysis become important factors for the automatic diagnosis system.
光容积脉搏波描记术(PPG)是一种非侵入性技术,可测量皮肤附近血管的相对血容量变化。本课题旨在设计一个实时过滤系统。该心率检测系统主要包括两个部分:数据采集部分和实时处理部分。这两种处理都包括预处理和滤波,其中脉冲传感器在数据收集阶段产生PPG信号。它对实时处理的PPG信号进行滤波。在数据采集阶段,首先从脉冲传感器提取PPG信号,然后对其进行预处理,去除噪声,提高信号质量,采集成对脉冲指数(PPI)。在对信号进行预处理后,从信号中提取PPI,并将该带有特征的信号作为数据点收集,作为树莓派绘制热率图的输入信号。在本系统实现中,脉搏传感器用于检测血流的心跳信息。这种计算机辅助系统还可以帮助病人节省等待医生决定的时间。生物医学分析、数字信号处理、图像处理和数据分析成为自动诊断系统的重要组成部分。
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引用次数: 5
Current Signature Analysis for Diagnostics in Motor Bars under Locked Rotor Condition 锁转子状态下电机棒的电流特征分析
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/ijeetc.10.5.362-368
Michael Hrelrison F. da Silva, Pyramo P. da Costa Jr.
Three-phase induction motors are widely used in industrial electric applications. To ensure their operability, efforts have been made mainly in the detection of rotor faults. This work aims to detect rotor faults in induction motors through of Motor Current Signature Analysis (MCSA) under locked rotor condition. In this configuration, the procedure is most suitable for drives where the motor operates intermittently, with a short operating stroke or variable speed. This paper proposes a methodology and presents a comparison of consolidated signal processing techniques such as Fast Fourier Transform (FFT), Discrete Wavelet Transform (DWT), and Discrete Hilbert Transform (DHT) applied on the conventional input currents and components of Park transformation in a case study. The objective is to define which of the techniques is the most robust in the process of identifying broken bars in the induction motor for the proposed methodology.
三相感应电动机广泛应用于工业电气领域。为保证其可操作性,主要在转子故障检测方面进行了努力。本工作旨在通过电机电流特征分析(MCSA)来检测异步电动机在锁转子状态下的转子故障。在这种配置中,该程序最适用于电机间歇运行的驱动器,具有短操作行程或可变速度。本文提出了一种方法,并在一个案例研究中比较了应用于传统输入电流和帕克变换分量的综合信号处理技术,如快速傅里叶变换(FFT)、离散小波变换(DWT)和离散希尔伯特变换(DHT)。目的是确定哪种技术在确定所提出的方法中感应电机断条的过程中最稳健。
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引用次数: 1
Measurement Method for Erector Spinae Muscle Activity during Patient Handling Using Inertial Sensor and Shoe-type Force Sensor 使用惯性传感器和鞋式力传感器测量病人处理过程中竖脊肌活动的方法
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/ijeetc.10.4.283-287
Kodai Kitagawa, Koji Matsumoto, Kensuke Iwanaga, Siti Anom Ahmad, Takayuki Nagasaki, Sota Nakano, M. Hida, Shogo Okamatsu, C. Wada
Because caregivers often experience lower back pain caused by lumbar load from patient handling, monitoring this load can help prevent pain. Erector spinae muscle activity, which is measured and monitored as lumbar load, is commonly measured by electromyography (EMG). However, EMG’s electrodes can cause skin irritation and be uncomfortable. Therefore, measuring muscle activity without electrodes is necessary. In this study, we propose a method for estimating erector spinae muscle activity using wearable sensors, specifically inertial and shoe-type force sensors. Inertial sensors measure acceleration and angular velocity of the trunk. Shoe-type force sensors measure vertical force of the feet. A regression model obtained from a machine learning algorithm can predict erector spinae muscle activity using inertial and force data. In our experiment, we evaluated the accuracy of our method by comparing sensor data with surface EMG data in patient handling. Results show that this method can measure erector spinae muscle activity with a small error (less than 5% maximal voluntary contractions) and a significantly high correlation with actual value (r = 0.891, p <0.05). In addition, a Bland-Altman plot showed no fixed and proportional errors. These findings indicate that our proposed method can accurately monitor the lumbar loads of caregivers.
由于护理人员经常经历由患者处理腰椎负荷引起的腰痛,监测这种负荷可以帮助预防疼痛。竖脊肌活动,这是测量和监测腰椎负荷,通常是通过肌电图(EMG)测量。然而,肌电图的电极会引起皮肤刺激和不舒服。因此,不使用电极测量肌肉活动是必要的。在这项研究中,我们提出了一种使用可穿戴传感器,特别是惯性和鞋型力传感器来估计竖肌脊柱肌肉活动的方法。惯性传感器测量躯干的加速度和角速度。鞋式力传感器测量脚的垂直力。从机器学习算法中获得的回归模型可以使用惯性和力数据预测竖脊肌活动。在我们的实验中,我们通过比较传感器数据和体表肌电图数据来评估我们方法的准确性。结果表明,该方法测量竖脊肌活动度误差小(最大自主收缩量小于5%),与实际值具有显著的高相关性(r = 0.891, p <0.05)。此外,Bland-Altman图显示没有固定和比例误差。这些结果表明,我们提出的方法可以准确地监测照顾者的腰椎负荷。
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引用次数: 0
Modelling and Simulation of a Hybrid Renewable/Battery System Powering a Cathodic Protection Unit 为阴极保护装置供电的可再生能源/电池混合系统的建模与仿真
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/IJEETC.10.3.203-208
C. A. Sibiya, B. Numbi, K. Kusakana
In this paper, the performance of the proposed off-grid wind-solar PV hybrid system powering the cathodic protection unit is simulated and analyzed using MATLAB/SIMULINK. Furthermore, the performance simulation for the battery energy storage system with PV-wind hybrid energy system under variable solar irradiance and wind speed respectively is also conducted. The hybrid system consists of a wind turbine which uses a permanent magnet synchronous generator driven directly from the turbine, a PV array and a battery bank. The simulated results reflect that the designed hybrid system of such capacity can adequately supply a cathodic protection unit with no power shortage at different weather conditions.
本文利用MATLAB/SIMULINK对所提出的离网风-太阳能光伏混合系统为阴极保护单元供电的性能进行了仿真分析。在此基础上,分别对变太阳辐照度和变风速条件下的光伏-风能混合能源电池储能系统进行了性能仿真。混合系统由风力涡轮机组成,风力涡轮机使用直接由涡轮机驱动的永磁同步发电机,光伏阵列和电池组。仿真结果表明,所设计的该容量混合系统在不同天气条件下均能满足阴极保护装置的供电需求,且不出现缺电现象。
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引用次数: 8
WINDMILL: A Scalable Multicast Routing Protocol for Mobile Ad-Hoc Networks WINDMILL:一种适用于移动Ad Hoc网络的可扩展组播路由协议
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/ijeetc.10.5.341-354
L. Qabajeh
Multicasting supports various applications that need a high collaboration and require data transmission to numerous destinations concurrently. In environments where nodes are continuously moving, as in mobile Ad-hoc networks, seeking efficient routes from a specific source leading to anticipated destinations became an important issue. In this paper a novel scalable multicast routing procedure for mobile Ad-hoc networks is proposed. Our new protocol, WINDMILL, tries to improve performance by introducing a hierarchal routing algorithm and dealing with the area as zones. Furthermore, WINDMILL tries to demonstrate better scalability, performance and robustness through applying the restricted directional flooding. WINDMILL utilizes the network partitioning to forward the route request and reply packets in an efficient way and avoid forwarding duplicate packets. A qualitative comparison between WINDMILL, multicast Ad-hoc on-demand distance vector (MAODV), on-demand multicast routing protocol (ODMRP) and location aware multicasting protocol (LAMP) protocols is presented in this paper. This comparison has considered the used routing category, main contribution, routing structure and network structure maintenance, request and reply packets sending mechanisms, route activation time, selected routes length, and data packet copies number. Our investigation reveals that WINDMILL will be able to achieve scalability by attaining reduced control overhead and low number of data packets copies even within large networks. Hence, WINDMILL can be a good choice for multicasting in Ad-hoc networks established for example among students on a campus or soldiers in a battlefield, where scalability is a key issue.
多播支持需要高度协作和需要同时向多个目的地传输数据的各种应用程序。在节点不断移动的环境中,如移动Ad-hoc网络中,从特定源寻找通往预期目的地的有效路径成为一个重要问题。提出了一种适用于移动Ad-hoc网络的可扩展组播路由算法。我们的新协议WINDMILL试图通过引入分层路由算法并将区域作为区域处理来提高性能。此外,WINDMILL试图通过应用受限定向驱油来展示更好的可扩展性、性能和鲁棒性。WINDMILL利用网络分区有效地转发路由请求和应答报文,避免转发重复报文。本文对WINDMILL、组播自组织按需距离矢量(MAODV)、按需组播路由协议(ODMRP)和位置感知组播协议(LAMP)进行了定性比较。该比较考虑了所使用的路由类型、主要贡献、路由结构和网络结构维护、请求和应答报文发送机制、路由激活时间、所选路由长度、数据包拷贝数等。我们的调查表明,WINDMILL将能够通过减少控制开销和减少数据包副本数量来实现可伸缩性,即使在大型网络中也是如此。因此,WINDMILL对于建立在Ad-hoc网络中的多播来说是一个很好的选择,例如在校园的学生或战场上的士兵之间建立的多播网络,其中可伸缩性是一个关键问题。
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引用次数: 5
Model Development and Validation of a Dual-Axis PV Tracking System: A Case of South Africa 双轴光伏跟踪系统的模型开发与验证:以南非为例
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.18178/ijeetc.10.4.288-293
P. A. Hohne, K. Kusakana, B. Numbi
Dual axis photovoltaic (PV) tracking system is considered in general to be a poor investment. This is mainly due to the substantial initial investment costs that these systems carry. However, in recent years, solar panels and accompanying component costs have decreased significantly. Additionally, electricity price hikes in South Africa have compelled most of the country’s citizens to reconsider their sources of electrical energy. A popular alternative to grid energy in South Africa is the use of photovoltaic systems. Careful consideration is required when choosing from the various systems available on the market. The main method for maximizing the output power of these systems is to introduce solar tracking systems. Therefore, in this paper, a model of a dual axis tracking system is developed and validated against a real-world plant in the Bloemfontein region in South Africa. The presented model was observed to be accurate to within an error rate of 6.39%. Additionally, the performance of the inverters of the PV tracking systems were evaluated and discussed. The validated model may prove to be an excellent tool for energy managers to determine the feasibility of such systems, compared to conventional photovoltaic setups.
双轴光伏(PV)跟踪系统通常被认为是一个很差的投资。这主要是由于这些系统所携带的大量初始投资成本。然而,近年来,太阳能电池板和相关组件的成本大幅下降。此外,南非的电价上涨迫使该国大多数公民重新考虑他们的电力来源。在南非,一种流行的替代电网能源的方法是使用光伏系统。在选择市场上可用的各种系统时,需要仔细考虑。使这些系统的输出功率最大化的主要方法是引入太阳能跟踪系统。因此,本文开发了一个双轴跟踪系统模型,并针对南非布隆方丹地区的一个真实工厂进行了验证。结果表明,该模型的准确率在6.39%以内。此外,对光伏跟踪系统中逆变器的性能进行了评价和讨论。与传统的光伏装置相比,经过验证的模型可能被证明是能源管理人员确定此类系统可行性的绝佳工具。
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引用次数: 2
Design and Implementation of an Automated Lighting System 自动照明系统的设计与实现
Q2 Computer Science Pub Date : 2021-01-01 DOI: 10.11648/j.jeee.20210906.14
Raghavendra Dakuri Venkata
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引用次数: 0
期刊
International Journal of Electrical and Electronic Engineering and Telecommunications
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