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2018 IEEE/IAS 54th Industrial and Commercial Power Systems Technical Conference (I&CPS)最新文献

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High reliability electrical distribution system for industrial facilities 工业设施高可靠性配电系统
P. Sattari, S. Panetta
Continuity of service is most essential in data processing facilities. Insulation failure due to line to ground fault is the most prevalent cause of service interruption in such facilities. Solidly grounded systems create fatal and costly Arc Flash hazards that would cause substantial damage at the fault location. Resistance grounding limits the line to ground fault current. This practice has been in use for many years and is widely applied in industry. This paper explores the application of resistance grounding in data processing facilities, where the distribution systems are typically more complex and may involve multiple sources, such as multiple transformers, multiple generators or a combination of both. This paper proposes that the sizing of neutral grounding resistor (NGR) should be exclusively based on charging current. Application examples are presented and the concept of hybrid grounding in low and high voltage (HV) systems is discussed.
在数据处理设施中,服务的连续性是最重要的。线路接地故障引起的绝缘失效是此类设施中最常见的服务中断原因。牢固接地的系统会产生致命和昂贵的电弧闪光危险,会在故障位置造成重大损害。电阻接地将线路限制为接地故障电流。这种做法已使用多年,并在工业上得到广泛应用。本文探讨了电阻接地在数据处理设施中的应用,其中配电系统通常更复杂,可能涉及多个电源,如多个变压器,多个发电机或两者的组合。本文提出中性点接地电阻(NGR)的尺寸应完全根据充电电流来确定。给出了应用实例,并讨论了混合接地在低压和高压系统中的概念。
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引用次数: 2
Design of a loosely coupled transfomer loaded series-parallel class-DE ZVS inverter 松散耦合变压器负载串并联型de ZVS逆变器的设计
A. Reatti, F. Corti, M. Kazimierczuk, A. Ayachit
This paper presents a detailed design procedure for the transformer-based full-bridge Class-DE zero-voltage switching inverter. The circuit topology comprises the series-parallel CLL resonant tank network. The characteristics of the CLL resonant tank circuit in the presence of a loosely-coupled transformer are discussed. The expressions for the components, which are required to design the inverter to achieve zero-derivative switching (ZDS) condition are derived. A laboratory prototype of the transformer-based full-bridge Class-DE inverter with an input voltage 11 V, output power 10 W, switching frequency 500 kHz, and coupling coefficient 0.44 was designed, built, and tested. Validation of the theoretical predictions were performed using simulation and experimental results.
本文详细介绍了基于变压器的全桥de类零电压开关逆变器的设计过程。电路拓扑结构包括串并联CLL谐振槽网络。讨论了存在松耦合变压器时CLL谐振槽电路的特性。推导了实现零导数开关(ZDS)条件下逆变器设计所需元件的表达式。设计、制作并测试了输入电压11 V、输出功率10 W、开关频率500 kHz、耦合系数0.44的全桥de类逆变器的实验室样机。利用仿真和实验结果对理论预测进行了验证。
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引用次数: 6
MPSO based energy dispatch strategy for microgrid considering TOU demand response 考虑分时电价需求响应的基于MPSO的微电网能量调度策略
Ting-Yen Hsieh, Tsai-Hsiang Chen, K. Lian, C. Kuo, Jia-Sing Kang, P. Chen, Yung-Ruei Chang, Y. Ho
This paper introduces an effective and accurate method for scheduling the energy dispatch for a microgrid system. In contrast with previous work, the probabilistic models based on the famous Weibull probability density function have been utilized to calculate the intermittent power generation, especially for a microgrid system with high penetration of renewable generation. The modified particle swarm optimization (MPSO) was adopted to solve the optimization problem. All the case studies presented in the paper are based on the operational microgrid system, developed by the Institute of Nuclear Energy Research (INER) in Taiwan. The purchasing electric rate for renewable energy and the time of use (TOU) electricity prices, regulated by the Taiwan Power Company (TPC) have been included in the cost function in order to obtain the most economic solution. All outcomes are helpful to lower system operation cost and enhance the application of high penetration of renewable energy resources both on islanded and grid-connected modes.
本文介绍了一种有效而准确的微电网系统能量调度调度方法。与以往的研究不同,本文采用基于著名的威布尔概率密度函数的概率模型来计算间歇性发电,特别是对于可再生能源发电渗透率较高的微电网系统。采用改进粒子群算法(MPSO)求解优化问题。本文所介绍的所有案例都是基于台湾核能研究所(INER)开发的可运行微电网系统。为了获得最经济的解决方案,将台湾电力公司(TPC)管制的可再生能源购电费率与分时电价纳入成本函数。这些结果都有助于降低系统运行成本,提高可再生能源在孤岛和并网模式下的高渗透率应用。
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引用次数: 1
Real-time life-cycle assessment of circuit breakers for maintenance using online condition monitoring data 利用在线状态监测数据对断路器的维护进行实时生命周期评估
P. Dehghanian, Y. Guan, M. Kezunovic
Life-cycle assessment of power system circuit breakers (CB), if efficiently done, can well lead to an optimal decision on when, where, and how to perform maintenance activities. This paper elaborates a new approach on the identification of CB's deterioration/recovery states, i.e., the so called life-cycle assessment, using its control circuit condition monitoring data. Reliability-oriented performance indices, which can assess the condition of different physical parts of a CB in real time, are introduced first. Then, a quantitative methodology to define the probability of the CB falling into each class of deterioration/recovery states i.e., healthy, vulnerable, troubled, and failed is proposed. Using this approach, maintenance decisions can be more effectively made on different parts of a CB, the impact of maintenance can be well quantified, and system-wide maintenance optimization with respect to the condition-based differentiation of CBs all over the system can be made possible. Field CB condition data recorded at different time intervals during the operation of CB is utilized to evaluate the applicability and effectiveness of the proposed approach.
电力系统断路器的生命周期评估如果能有效地完成,就能很好地决定何时、何地以及如何进行维护活动。本文阐述了一种利用CB控制电路状态监测数据识别CB劣化/恢复状态的新方法,即所谓的生命周期评估。首先介绍了面向可靠性的性能指标,该指标可以实时评估断路器不同物理部件的状态。然后,提出了一种量化方法来定义CB落入健康、脆弱、麻烦和失败等恶化/恢复状态的概率。使用这种方法,可以更有效地对CB的不同部分做出维护决策,可以很好地量化维护的影响,并且可以针对整个系统中基于条件的CB区分进行系统范围的维护优化。利用在CB运行过程中不同时间间隔记录的现场CB状态数据来评估所提出方法的适用性和有效性。
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引用次数: 8
AC microgrid grounding strategies 交流微电网接地策略
J. Mohammadi, F. B. Ajaei, G. Stevens
Grounding strategy of an AC microgrid affects its Line-to-Ground (LG) fault response, personnel/equipment safety, service continuity, insulation requirements, and protection criteria. Therefore, a comprehensive knowledge of the available grounding strategies and their effects is essential for design and operation of the microgrid components and especially its protection. In this paper, characteristics of different AC distribution system grounding devices, i.e., grounding impedance types, are investigated and compared. Subsequently, different AC distribution system grounding configurations including three-wire ungrounded, three-wire uni-grounded, four-wire uni-grounded, and four-wire multi-grounded systems are compared. Finally, AC microgrid grounding requirements are identified based on the unique characteristics and constraints of microgrids.
交流微电网的接地策略影响着微电网对地故障响应、人员/设备安全、业务连续性、绝缘要求和保护标准。因此,全面了解现有的接地策略及其影响对微电网组件的设计和运行,特别是对其保护至关重要。本文对交流配电系统中不同接地装置的特点,即接地阻抗类型进行了研究和比较。随后,比较了交流配电系统的不同接地配置,包括三线不接地、三线单接地、四线单接地和四线多接地。最后,根据微电网的独特特性和约束条件,确定了交流微电网的接地要求。
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引用次数: 12
Evaluating the impact of wind power probabilistic forecasting on very-short-term generation scheduling for Wind-Storage Combined Generation System 评估风电概率预测对蓄风联合发电系统极短期发电计划的影响
Jie Shi, Guoyue Zhang, Weijen Lee
Incorporating Energy Storage System (ESS) with wind farms to build up Wind-Storage Combined Generation System is a promising solution to improve the dependability of wind power. Wind power forecasting precision plays a vital role to provide reliable generation scheduling on the combined generation system with smaller ESS. This type of generation scheduling (time interval: 15 minutes) makes wind generation a favorable player in power market trading. In this paper, wind power forecasting models with determined value and probabilistic interval are both established based on Radial Basis Function (RBF) neural network and nonparametric estimation method, respectively. According to the probabilistic model, the Plan Deviation (PD) index is proposed to estimate the forecasting impact to real-time system operation as well as adjusting generation plan in the scheduling time duration. After case study, the proposed model is proven to improve the reliability of generation scheduling along with increasing the participation of wind farm in power market trading.
将储能系统(ESS)与风电场相结合,建立风储联产系统是提高风电可靠性的一种很有前景的解决方案。风电功率预测精度对小ESS联合发电系统提供可靠的发电计划至关重要。这种类型的发电计划(时间间隔:15分钟)使风力发电成为电力市场交易的有利参与者。本文分别基于径向基函数(RBF)神经网络和非参数估计方法建立了具有定值和概率区间的风电预测模型。根据概率模型,提出了计划偏差(PD)指标来估计预测对系统实时运行的影响,并在调度时间段内调整发电计划。实例分析表明,该模型在提高风电场参与电力市场交易的同时,提高了发电计划的可靠性。
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引用次数: 1
Robustness analysis of dynamic equivalent model of DFIG wind farm for stability study DFIG风电场稳定性研究的动态等效模型鲁棒性分析
Yuhao Zhou, Long Zhao, Weijen Lee
With the wind power energy largely interconnected with power grid, it's necessary to develop a robust dynamic equivalent model of the wind farm for the system stability analysis and control. In this paper, a detailed wind farm model with doubly-fed induction generators (DFIGs) is established according to Western Electricity Coordinating Council (WECC) benchmark test system. Then the parameters identification process based on aggregation technique consisting of a hybrid algorithm combined improved-particle swarm optimization (IPSO) with improved-genetic algorithm (I-GA) is proposed for dynamic equivalent model development by using the measurement data from phasor measurement unit (PMU) at the point of interconnection (POI). Additionally, the robustness of the developed equivalent model is analyzed. The simulation results of the benchmark test system and IEEE-9 bus system demonstrate the effectiveness and robustness of the proposed equivalent modeling and identification methodology.
随着风电与电网的大量并网,有必要建立一个鲁棒的风电场动态等效模型来进行系统稳定性分析和控制。根据西部电力协调委员会(WECC)基准测试系统,建立了双馈感应发电机(DFIGs)风电场的详细模型。然后,利用互联点相量测量单元(PMU)的测量数据,提出了基于聚合技术的参数识别过程,该过程由改进粒子群优化(IPSO)和改进遗传算法(I-GA)相结合的混合算法组成,用于建立动态等效模型。此外,还对所建立的等效模型的鲁棒性进行了分析。基准测试系统和IEEE-9总线系统的仿真结果验证了所提出的等效建模和识别方法的有效性和鲁棒性。
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引用次数: 42
Advanced feature selection for broken rotor bar faults in induction motors 感应电动机转子断条故障的先进特征选择
Kenneth Edomwandekhoe, Xiaodong Liang
This paper presents an effective fault detection approach for broken rotor bar (BRB) faults in induction motors using machine learning. Three methods, Fast Fourier Transform (FFT), Yule Walker Estimate by Auto Regression (YUL-AR), and Matching Pursuit (MP), are considered for feature selection purpose. These methods are implemented on stator current signals of an induction motor under healthy and different number of broken rotor bars (BRBs) conditions simulated by the finite element analysis software ANSYS. It is found that the proposed MP method offers the most effective feature selection among the three methods, and is able to classify BRB faults accurately through support vector machine (SVM) and artificial neural network (ANN).
提出了一种基于机器学习的异步电动机断条故障检测方法。基于快速傅立叶变换(FFT)、Yule Walker自回归估计(YUL-AR)和匹配追踪(MP)三种方法进行特征选择。利用有限元分析软件ANSYS对某异步电动机在健康和不同断条数条件下的定子电流信号进行了仿真分析。结果表明,该方法在三种方法中提供了最有效的特征选择,并能够通过支持向量机(SVM)和人工神经网络(ANN)对BRB故障进行准确分类。
{"title":"Advanced feature selection for broken rotor bar faults in induction motors","authors":"Kenneth Edomwandekhoe, Xiaodong Liang","doi":"10.1109/ICPS.2018.8369981","DOIUrl":"https://doi.org/10.1109/ICPS.2018.8369981","url":null,"abstract":"This paper presents an effective fault detection approach for broken rotor bar (BRB) faults in induction motors using machine learning. Three methods, Fast Fourier Transform (FFT), Yule Walker Estimate by Auto Regression (YUL-AR), and Matching Pursuit (MP), are considered for feature selection purpose. These methods are implemented on stator current signals of an induction motor under healthy and different number of broken rotor bars (BRBs) conditions simulated by the finite element analysis software ANSYS. It is found that the proposed MP method offers the most effective feature selection among the three methods, and is able to classify BRB faults accurately through support vector machine (SVM) and artificial neural network (ANN).","PeriodicalId":142445,"journal":{"name":"2018 IEEE/IAS 54th Industrial and Commercial Power Systems Technical Conference (I&CPS)","volume":"2020 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134157466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 18
High-resistance grounding protection scheme of 11 kV generating plant 11kv发电厂高阻接地保护方案
D. Paul, Eyad A. Khoudary, J. Nelson
This paper describes design application of 11 kV high-resistances grounding (HRG) protection schemes for the power plant generators to minimize phase-ground fault damage. Generated power is stepped-up to connect to utility grid at 66 kV by transmission lines, and it is stepped-down to 6 kV to supply power to the plant auxiliaries. One HRG protection scheme consists of a generator neutral resistor sized per the HRG criteria and a separate HRG protection scheme designed for the ungrounded 11 kV power system when the generator breaker opens and the utility back-feeds power to the generator auxiliaries. How two separate HRG schemes operate to provide minimum phase-ground fault current is included in this paper. Three-line diagrams are presented to show bolted phase-ground fault conditions' fault current flow directions, equivalent circuit, and phasor diagrams. Discussion on sensitivity of current relays to detect low phase-ground fault and to clear the fault by over voltage relay is included. This paper clarifies that the system charging current under normal operation and during phase-ground fault condition is provided by the power source.
介绍了电站发电机11kv高阻接地保护方案的设计应用,以减少相接地故障造成的损失。发电量通过输电线路升压至66千伏并网,降压至6千伏并网至电厂辅机供电。一个HRG保护方案包括一个按HRG标准大小的发电机中性点电阻和一个单独的HRG保护方案,该方案设计用于发电机断路器打开和公用事业向发电机辅机反馈电力时不接地的11kv电力系统。本文介绍了两种不同的HRG方案如何运行以提供最小的相接地故障电流。给出了螺栓相接地故障条件下的故障电流流向、等效电路和相量图的三线图。讨论了电流继电器检测低相接地故障和过压继电器清除故障的灵敏度。阐明了系统正常工作和相接地故障时的充电电流由电源提供。
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引用次数: 3
Drone charging stations over the buildings based on a wireless power transfer system 基于无线电力传输系统的无人机充电站
A. Raciti, S. Rizzo, G. Susinni
Drone market is in the infancy stage although it is rapidly growing in the last years. In the next future, drones will be largely adopted in traditional economy sectors as well as for supporting emerging technologies. The main application problem is the limited flying range and, consequently, the need of performing many battery recharges during the time interval a drone performs its task. The large diffusion of recharging stations is a key factor in view of persistent operation without humans' intervention. This scenario leads promising business opportunities such as the development of a network of recharge stations on the roof of buildings. In this perspective, resonant wireless power transfer is the best enabling technology for the drone recharge station. One technical issue to be dealt with is the variability of the coupling factor due to the various misalignments that can occur between a drone and the supplying pad where it lands. This work proposes a current tuning mechanism that compensates for this variability in a single-inverter multi-pad charging station. The simulations performed through the Simscape Power Systems module in Simulink has confirmed the effectiveness of the used approach.
无人机市场虽然在过去几年迅速增长,但仍处于起步阶段。在未来,无人机将被广泛应用于传统经济领域以及支持新兴技术。主要的应用问题是飞行范围有限,因此,在无人机执行任务的时间间隔内需要进行多次电池充电。在无人干预的情况下持续运行,充电站的大面积分布是一个关键因素。这种情况带来了有希望的商业机会,例如在建筑物屋顶上开发充电站网络。从这个角度来看,谐振无线电力传输是无人机充电站的最佳使能技术。要处理的一个技术问题是耦合因子的可变性,这是由于无人机和它着陆的供应垫之间可能发生的各种失调。这项工作提出了一种电流调谐机制,以补偿单逆变器多pad充电站的这种可变性。通过Simulink中的Simscape Power Systems模块进行的仿真验证了所采用方法的有效性。
{"title":"Drone charging stations over the buildings based on a wireless power transfer system","authors":"A. Raciti, S. Rizzo, G. Susinni","doi":"10.1109/ICPS.2018.8369967","DOIUrl":"https://doi.org/10.1109/ICPS.2018.8369967","url":null,"abstract":"Drone market is in the infancy stage although it is rapidly growing in the last years. In the next future, drones will be largely adopted in traditional economy sectors as well as for supporting emerging technologies. The main application problem is the limited flying range and, consequently, the need of performing many battery recharges during the time interval a drone performs its task. The large diffusion of recharging stations is a key factor in view of persistent operation without humans' intervention. This scenario leads promising business opportunities such as the development of a network of recharge stations on the roof of buildings. In this perspective, resonant wireless power transfer is the best enabling technology for the drone recharge station. One technical issue to be dealt with is the variability of the coupling factor due to the various misalignments that can occur between a drone and the supplying pad where it lands. This work proposes a current tuning mechanism that compensates for this variability in a single-inverter multi-pad charging station. The simulations performed through the Simscape Power Systems module in Simulink has confirmed the effectiveness of the used approach.","PeriodicalId":142445,"journal":{"name":"2018 IEEE/IAS 54th Industrial and Commercial Power Systems Technical Conference (I&CPS)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126203190","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 28
期刊
2018 IEEE/IAS 54th Industrial and Commercial Power Systems Technical Conference (I&CPS)
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