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2020 IEEE 4th International Conference on Intelligent Energy and Power Systems (IEPS)最新文献

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Detecting of Signal Distortions in Cab Signalling System Using ANFIS and WPESE 基于ANFIS和WPESE的出租车信号系统信号失真检测
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263165
V. Havryliuk
The problem considered in the work is concerned to detecting of signal distortions occurred in the railway ALSN cab signaling system. The ALSN system is designed to transmit track status information into the train cab and uses rails as a continuous communication channel between track and train. The amplitude and duration of the pulses in the ALSN code combinations are changed over time due to deterioration of the track transmitters and other devices in the signal transmission channel, as well as due to electromagnetic influence of the traction current, rails magnetization, and other sources of electromagnetic interference. Due to distortions of ALSN signals, their decoding becomes unstable, which leads to intermittent failures in the form of temporary incorrect indication at the cab traffic light or to complete failure of the ALSN system. Diagnostic of the ALSN system and the revealing of signals with distortions is carried out by analyzing the signal current, recorded using the railway car-laboratory. However, the use for this purpose of the classifiers with sharp boundaries for input diagnostic parameters and strict rules for signal selection does not allow us to reveal incipient defects that arise in the ALSN system. The work investigates the effectiveness of using adaptive neuro-fuzzy inference system (ANFIS) and wavelet packet energy Shannon entropy (WPESE) for timely detecting of signal distortions in the ALSN system. The obtained results confirmed the efficiency of ALSN signal processing using ANFIS and WPESE for detecting of railway sections with unstable or faulty ALSN system.
本文考虑的问题是对铁路ALSN驾驶室信号系统中出现的信号失真进行检测。ALSN系统旨在将轨道状态信息传输到列车驾驶室,并将轨道作为轨道与列车之间的连续通信通道。由于信号传输通道中轨道发射机和其他设备的老化,以及牵引电流、轨道磁化和其他电磁干扰源的电磁影响,ALSN码组合中脉冲的幅度和持续时间会随时间发生变化。由于ALSN信号的失真,其解码变得不稳定,从而导致间歇性故障,表现为出租车交通灯暂时指示错误或ALSN系统完全失效。通过分析铁路车辆实验室记录的信号电流,对ALSN系统进行诊断和失真信号的揭示。然而,用于此目的的分类器具有输入诊断参数的明确边界和信号选择的严格规则,并不能让我们揭示ALSN系统中出现的早期缺陷。研究了利用自适应神经模糊推理系统(ANFIS)和小波包能量香农熵(WPESE)及时检测ALSN系统中信号失真的有效性。研究结果证实了利用ANFIS和WPESE对ALSN信号进行处理对于检测ALSN系统不稳定或故障路段的有效性。
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引用次数: 3
Energy and Flexibility Scheduling of DERs under TVPP’s Supervision using Market-Based Framework 基于市场框架的TVPP监管下DERs能源与灵活性调度
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263110
Niloofar Pourghaderi, M. Fotuhi‐Firuzabad, M. Moeini‐Aghtaie, Milad Kabirifar
In this paper, a technical virtual power plant (TVPP) aggregates distributed energy resources (DERs) under its supervision to participates in energy and flexibility markets. The paper presents a two-stage co-optimization framework which in the first stage, the TVPP participates in day-ahead (DA) energy market and specifies the optimal scheduling of the DERs and in the second stage, the TVPP participates in real-time (RT) flexibility market and specifies flexible DERs’ optimal upward and downward flexibility powers. The TVPP aims at maximizing its profit while taking distribution network operational constraints and the customers’ preferences into account. Furthermore, the uncertainties associated with the DERs are considered using scenario-based stochastic approach. The proposed model is mathematically formulated as a mixed integer linear programming (MILP) which guarantees obtaining the global optimum solution. The model is implemented on the IEEE RBTS-BUS5 distribution test system and the obtained results demonstrate the effectiveness of the model.
本文将技术虚拟电厂(TVPP)聚集其监管下的分布式能源资源(DERs)参与能源市场和柔性市场。本文提出了一种两阶段协同优化框架,第一阶段TVPP参与日前(DA)能源市场,确定柔性der的最优调度;第二阶段TVPP参与实时(RT)灵活性市场,确定柔性der的最优向上和向下柔性功率。TVPP的目标是在考虑配电网运营约束和客户偏好的同时实现利润最大化。此外,采用基于场景的随机方法考虑了与der相关的不确定性。该模型在数学上被表述为保证得到全局最优解的混合整数线性规划(MILP)。在IEEE RBTS-BUS5配电测试系统上实现了该模型,仿真结果验证了该模型的有效性。
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引用次数: 3
Lithium-ion battery pack modeling using accurate OCV model: Application for SoC and SoH estimation 使用精确OCV模型的锂离子电池组建模:SoC和SoH估算的应用
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263207
M. B. Lazreg, S. Jemmali, Ines Baccouche, B. Manai, M. Hamouda
In our day the use of Lithium ion battery has considerably increased, especially to feed light electrical vehicle (LEV) application. These types of batteries need careful attention to avoid deep discharge and overcharge. Therefore, a battery management system is mandatory for the real-time monitoring of their main parameters i.e state of charge (SoC) and state of health (SoH). On the other hand, since these batteries have chemical structure, they need careful modeling of their internal reaction, some methods use electrical battery modeling. This paper proposes an advanced model of battery pack suitable for the estimation of SoC and SoH. It allows the emulation of electrical parameters’ variation such as the Open Circuit Voltage (OCV) model as well as the thermal effect and balancing process. Simulation results are given and compared to former research works to emphasize the completeness of the proposed model.
在我们这个时代,锂离子电池的使用已经大大增加,特别是用于轻型电动汽车(LEV)的应用。这些类型的电池需要特别注意,以避免深度放电和过度充电。因此,电池管理系统必须用于实时监测其主要参数,即充电状态(SoC)和健康状态(SoH)。另一方面,由于这些电池具有化学结构,它们需要对其内部反应进行仔细的建模,有些方法使用电池建模。本文提出了一种适用于SoC和SoH估算的先进电池组模型。它允许仿真电气参数的变化,如开路电压(OCV)模型以及热效应和平衡过程。文中给出了仿真结果,并与以往的研究成果进行了比较,以强调所提模型的完备性。
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引用次数: 3
Active rectifier with different control system types 有源整流器具有不同的控制系统类型
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263226
Krylov Denis, Kholod Olha, Radohuz Serhii
One of the effective use areas of an active rectifier is AC drives based on autonomous voltage inverters. In them, an active rectifier makes it possible to recuperate the energy of the electric motor into the supply network and increase the electromagnetic compatibility of the converter with the supply network. This can be achieved by using various topologies of active rectifier control systems. Therefore, in this article, an analysis of the basic control systems effectiveness of an active rectifier was carried out in the implementation of the main functions assigned to the converter power circuit. A new structure of a vector control system with a fixed modulation frequency is proposed, which makes it possible to form a sinusoidal mains current with a given phase shift relative to the supply voltage.
有源整流器的有效应用领域之一是基于自主电压逆变器的交流驱动。其中,有源整流器使电动机的能量恢复到供电网络中成为可能,并增加了变流器与供电网络的电磁兼容性。这可以通过使用各种拓扑的有源整流器控制系统来实现。因此,在本文中,分析了有源整流器在实现分配给变换器电源电路的主要功能时的基本控制系统有效性。提出了一种具有固定调制频率的矢量控制系统的新结构,该结构可以形成相对于电源电压具有给定相移的正弦电源电流。
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引用次数: 6
Prospectives for Applying of Nanocoatings on Instrumental Tools 纳米涂层在仪器仪表上的应用前景
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263117
V. Dubonosov, L. Krichkovskaya, D. Demyanenko, G. Khrypunov, O. Vodoriz
The paper is devoted to development of technology and equipment for obtaining of protective reinforcing and heat-shielding thin-film coatings with controlled structure and their usage in production of tools with improved operating characteristics in technological engineering. Recent times much of attention has been paid to creating of wear-resistant hardening coatings and development of multilayer nanosized coatings. By changing the application parameters of such coatings, one can control the composition, particle size, morphology as well as thickness and number of individual layers. Due to this, they can be easily adapted to obtain optimal physical and mechanical properties. The most effective method for coating of cutting tools is ion-plasma vacuum-arc coating deposition (Arc-PVD) which is characterized by high deposition rate and high ionization degree of the vaporized material providing increased adhesion strength of a coating, and this is the main objective of the article.
本文研究了结构可控的保护增强和热屏蔽薄膜涂层的制备工艺和设备的研制及其在工艺工程中改善使用特性工具生产中的应用。近年来,耐磨硬化涂层的研制和多层纳米涂层的开发受到了广泛的关注。通过改变这类涂层的应用参数,可以控制其组成、粒径、形貌以及各层的厚度和数量。因此,它们可以很容易地适应以获得最佳的物理和机械性能。离子等离子体真空电弧涂层沉积(Arc-PVD)是刀具涂层最有效的方法,其特点是沉积速度快,汽化材料的电离度高,涂层的附着力增强,这是本文的主要目的。
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引用次数: 1
Light-absorbing inorganic coatings for solar and optoelectronic elements 太阳能及光电元件用无机吸光涂层
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263163
V. Starikov
The light-absorbing coatings based on low-vacuum aluminum condensates are alternative to existing light-absorbing coatings. Such coatings obtained by special methods of metal condensation in low vacuum have extremely high absorption factor (As > 95 %) in the visible and infrared spectral regions makes optical properties of these coatings similar to black body properties. It was investigated the morphology and optical properties transformation of such coatings after one-year exposure to open space simulator. The effect of substructure and optical characteristics stability of inorganic light-absorbing thermoregulatory coatings based on low-vacuum aluminum condensate at thicknesses t > 0.3 μ and the size effect associated with substructure and optical properties degradation of coatings at small thicknesses (t < 0.2 μ) were found.
基于低真空铝凝聚物的吸光涂料是现有吸光涂料的替代方案。通过特殊的低真空金属冷凝方法得到的这种涂层在可见光和红外光谱区具有极高的吸收因子(As > 95%),使得这些涂层的光学性能与黑体性能相似。研究了该涂层在开放空间模拟器中暴露一年后的形貌和光学性能变化。发现了厚度t > 0.3 μ时低真空冷凝铝无机吸光热调节涂层的子结构和光学特性稳定性的影响,以及厚度t < 0.2 μ时涂层的子结构和光学性能退化的尺寸效应。
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引用次数: 0
Hybrid railway traction power supply system 混合动力铁路牵引供电系统
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263194
Kuznetsov Valeriy, Sychenko Viktor, Hubskyi Petro, S. Myamlin, Kosariev Yevhen, Liashuk Vitalij
Modern requirements for traction DC power supply in the organization of high-speed movement are reduced to the need to provide a normalized voltage level of 2900 V on the pantograph of electric locomotives. The existing power supply system does not allow to provide the necessary mode of voltage at change of load and the necessary specific energy consumption, despite the considerable aggregate power of traction substations. The purpose of the work is to develop a hybrid traction system with the use of alternative generators of electricity. The article presents the algorithm of interaction of different types of generation when the traction load is changed. The developed hybrid power supply system for electric rolling stock allows to provide the necessary voltage level on electric locomotive pantograph and to reduce the range of its changes, which will allow to fulfill the necessary conditions for ensuring high- speed movement without changing the voltage in the traction line.
现代对高速运动组织中牵引直流电源的要求降低到需要在电力机车的受电弓上提供2900 V的归一化电压水平。现有的供电系统不允许在负荷变化时提供必要的电压模式和必要的比能耗,尽管牵引变电站的总功率相当大。这项工作的目的是开发一种使用替代发电机的混合牵引系统。本文提出了牵引负荷变化时不同发电类型相互作用的算法。所开发的电力机车混合供电系统能够在不改变牵引线路电压的情况下,在电力机车受电弓上提供所需的电压水平,并减小其变化范围,从而满足保证高速运行的必要条件。
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引用次数: 1
Optimal Placement of Actuator for Vibration Suppression Based on Intelligent PID Controller 基于智能PID控制器的作动器抑振优化布置
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263178
M. S. Hadi, Nadzirah Mohd Mokhtar, I. Z. Mat Darus
Many attempts have been proposed by the previous researchers due to reduce the undesired vibration by considering several control strategies. The simplest way in reducing the vibration is to build more rigid structure so that less vibration will be produced. Nevertheless, this strategy is usually not applicable since the structures are need high power consumption and limitation in operation speed. Furthermore, it becomes a growing trend among the industries to use light weight of mechanical structure known as flexible plate. However, the critical problem faced by the industries is vibration on the structure that can lead to structural damage. Hence, this research presents the optimal placement of actuator and sensor on the experimental rig for vibration cancelation of the flexible plate structure based on intelligent PID controller. The PID controller tuned by artificial bee colony (ABC) algorithm was used to control the undesired vibration on the structure. The robustness of developed controller was validated by varying the position of actuator on the experimental rig. It was indicated that point A2 leads to the good attenuation level by achieving highest attenuation value at the first mode of vibration with 28.83 dB which is equivalent to 21.62 % attenuation, after the introduction of vibration control.
由于考虑了多种控制策略来减少非期望振动,前人已经提出了许多尝试。减少振动最简单的方法是建立更刚性的结构,以减少振动的产生。然而,由于结构功耗高,运行速度受限,这种策略通常不适用。此外,使用被称为柔性板的轻量化机械结构已成为工业发展的趋势。然而,行业面临的关键问题是结构上的振动可能导致结构损坏。因此,本研究提出了基于智能PID控制器的柔性板结构减振作动器和传感器在实验台上的最佳位置。采用人工蜂群(ABC)算法自整定PID控制器控制结构的非期望振动。通过改变作动器在实验台上的位置,验证了所设计控制器的鲁棒性。结果表明,在引入振动控制后,A2点在第一振动模态达到了最高的衰减值28.83 dB,相当于21.62%的衰减,达到了较好的衰减水平。
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引用次数: 0
Development of multiparameter electromagnetic control and diagnostics of electrophysical parameters of power equipment 电力设备电物性参数多参数电磁控制与诊断研究进展
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263189
B. Gorkunov, Y. Borysenko, S. Lvov, Tamer Shaiban, I. Chahine
The paper observes further development of multi-parameter electromagnetic methods and devices, in terms of obtaining the most complete information about the object under test, which is an actual scientific and practical task. Basing on this approach the authors consider the development of new types of multi-parameter electromagnetic transducers with probing magnetic field with spatial-periodical structure. Authors developed mathematical expressions for the normalized values of amplitude and phase of the spatial harmonic of the transducer signals, induced in the measuring windings, located along the surface of a cylindrical object under test. In result authors derived universal conversion functions for the input values of amplitude and phase of the harmonic component of the transducer, estimated the sensitivity of the transducer and defined rational modes of its operation.
从获取被测对象最完整的信息角度出发,观察了多参数电磁方法和设备的进一步发展,这是一项实际的科学和实用任务。在此基础上,作者考虑了新型空间周期结构探测磁场的多参数电磁换能器的研制。作者对位于被测圆柱形物体表面的测量绕组中产生的换能器信号的空间谐波的幅度和相位的归一化值提出了数学表达式。结果推导了换能器谐波分量的幅值和相位输入的通用转换函数,估计了换能器的灵敏度,定义了换能器的合理工作模式。
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引用次数: 0
Smart Temperature Monitoring System for Parabolic Solar Thermal Collector Integrated with Membrane Distillation System 膜蒸馏式抛物式太阳能集热器智能温度监测系统
Pub Date : 2020-09-07 DOI: 10.1109/IEPS51250.2020.9263122
N. M. Mokhtar, N. S. Abu, F.N. Zaibuddin, L. Yi, M. Hanoin, N. Muhamad, A. A. Razak, M. S. Hadi
In this work, a smart temperature monitoring system was developed for a Parabolic Solar Thermal Collector (PSTC) integrated with Membrane Distillation (MD) system. The objectives of this work were to monitor and record the temperature data of salt solution in the PSTC system and to control the circulating water pump flow based on the targeted temperature. The PSTC system was used as a supporting system to pre-heat the salt solution until the it reaches the desired temperature. This was monitored by a DS18B20 waterproof temperature sensor. The real-time data was then be displayed on an LCD, saved in a microSD card and via smart phone. An Internet of Thing (IoT) of Blynk Applications and data logging systems were utilized. The energy and the separation performance of the integrated system was also investigated. The highest temperature attained by the PSTC system based on the conducted experiments was above 60°C. Based on the results, a fluctuation of energy consumption by the integrated system was observed. This was due to the supplementary energy supplied by the solar collector system. The integrated system also exhibited a moderate separation efficiency with maximum permeate flux of 3.5083 kg/m2.h and salt rejection of 93.96%. As a conclusion, the PSTC system integrated with MD system can surely bring a lot of benefits for the desalination industry. Additionally, IoT can be employed in the future as means to accurately monitor solution temperature for such integrated systems.
本文研究了一种与膜蒸馏(MD)系统集成的抛物式太阳能集热器(PSTC)智能温度监测系统。本工作的目的是监测和记录PSTC系统中盐溶液的温度数据,并根据目标温度控制循环水泵流量。采用PSTC系统作为支撑系统,对盐溶液进行预热,直至达到所需温度。这是由DS18B20防水温度传感器监测。实时数据随后显示在LCD上,保存在microSD卡中,并通过智能手机保存。使用了Blynk应用程序和数据记录系统的物联网(IoT)。对该系统的能量和分离性能进行了研究。根据所进行的实验,PSTC系统获得的最高温度在60℃以上。在此基础上,观察了集成系统能耗的波动。这是由于太阳能集热器系统提供的补充能量。该系统具有中等的分离效率,最大渗透通量为3.5083 kg/m2.h,除盐率为93.96%。综上所述,PSTC系统与MD系统相结合,必将为海水淡化行业带来诸多效益。此外,物联网可以在未来作为精确监测这种集成系统的解决方案温度的手段。
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引用次数: 0
期刊
2020 IEEE 4th International Conference on Intelligent Energy and Power Systems (IEPS)
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