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2017 Australasian Universities Power Engineering Conference (AUPEC)最新文献

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Coordination of electric vehicle battery charging with photovoltaic generation 电动汽车电池充电与光伏发电的协调
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282453
H. Tidey, S. Lyden
Increased penetration of residential photovoltaic (PV) systems over the past decade has led to an abundance of power being exported back to the grid during times of high irradiance. Electric vehicle (EV) ownership has also increased recently, with predictions of further rises in the short to medium term resulting in increased network loading. Both EVs and PVs present significant environmental and economic advantages however they also pose challenges for network operators. This paper describes the development of a tool for coordinating PV generation and EV battery charging such that each technology is exploited, while negative impacts are mitigated. The results obtained from testing the developed strategy reveal that under Tasmanian summer conditions an EV battery could gain significant increased charge through only charging during periods of the day where PV generation was greater than local loading. Winter conditions are also tested with positive, although less significant results achieved.
在过去的十年中,住宅光伏(PV)系统的普及使得大量的电力在高辐照度时期被输出回电网。电动汽车(EV)的拥有量最近也有所增加,预计中短期内会进一步增加,导致网络负荷增加。电动汽车和光伏汽车都具有显著的环境和经济优势,但它们也给网络运营商带来了挑战。本文描述了一种协调光伏发电和电动汽车电池充电的工具的开发,以便每种技术都得到利用,同时减轻负面影响。测试开发策略的结果表明,在塔斯马尼亚州的夏季条件下,电动汽车电池可以通过仅在光伏发电大于当地负荷的时间段充电来获得显着增加的电量。冬季条件测试也有阳性结果,尽管取得的结果不太显著。
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引用次数: 0
Small signal stability analysis of a hybrid AC/DC microgrid with static and dynamic loads 静、动负荷交直流混合微电网小信号稳定性分析
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282414
Moudud Ahmed, A. Vahidnia, Lasantha Gunaruwan Meegahapola, M. Datta
Majority of the stability studies conducted on AC and DC microgrids have investigated stability with only static loads in the microgrid. Dynamic loads significantly influence the stability of mirogrids due to their voltage and frequency dependent nature. Therefore, small variation in voltage and frequency can make significant impact on the stability of the microgrid with the presence of dynamic loads. Thus, it is imperative to consider the dynamic loads in the microgrid for stability studies. Moreover, stability issues become more severe if the microgrid is operated in the standalone mode. This paper characterises the small-signal stability of a hybrid AC/DC microgrid with static and dynamic loads using state-space and dynamic simulation models developed in MATLAB/Simulink. This study investigates the critical parameters of the dynamic load which significantly affect the stability of the microgrid. Subsequently, eigenvalue analysis and time-domain simulations have been carried out to investigate the small-signal stability of the hybrid AC/DC microgrid. Eigen-sensitivity analysis has revealed that induction machine rotor resistance has the highest participation on the critical modes of the hybrid AC/DC microgrid. Additionally, the controller gains of the voltage source converters may require re-tuning due to the presence of dynamic loads.
大多数对交流和直流微电网进行的稳定性研究都只研究了微电网中静态负载的稳定性。动态负荷的电压和频率依赖性对微电网的稳定性影响很大。因此,在动态负荷存在的情况下,电压和频率的微小变化会对微电网的稳定性产生重大影响。因此,考虑微电网的动负荷进行稳定性研究是十分必要的。此外,如果微电网以独立模式运行,稳定性问题将变得更加严重。本文利用MATLAB/Simulink开发的状态空间和动态仿真模型,对静态和动态负载下交直流混合微电网的小信号稳定性进行了表征。本文对影响微网稳定性的动态负荷关键参数进行了研究。随后,通过特征值分析和时域仿真研究了交直流混合微电网的小信号稳定性。本征灵敏度分析表明,感应电机转子电阻对交直流混合微电网的临界模式的参与最大。此外,由于动态负载的存在,电压源变换器的控制器增益可能需要重新调整。
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引用次数: 8
Prospects of wind energy production in the western Fiji — An empirical study using machine learning forecasting algorithms 斐济西部风能生产的前景-使用机器学习预测算法的实证研究
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282443
Adarsh Kumar, A. S. Ali
Electricity market in Fiji Islands are evolving. Accurate wind power forecasts are beneficial for wind plant operators, utility operators, and utility customers. An accurate forecast makes it possible for grid operators to schedule the economically efficient generation to meet the demand of electrical customers. This paper describes a feasibility study undertaken to forecast the potential of wind energy within the context of Rakiraki area which belongs to Western Division in Fiji by using forecasting algorithms. The daily wind speed data we consider from Fiji Meteorological Service within the time frame from 29th of August 2012 until the 30th of December 2016 and analyze to forecast wind speed to see the possibility of wind energy production in Fiji. Forecasting algorithms are tested with the dataset and it is clearly observed that Randomizable Filtered Classifier algorithm has forecasted exceptionally well. This study would encourage potential investors in giving them near to actual forecasted wind data for a feasibility study of their investment into wind energy farming to meet the demand of renewable energy production in Fiji.
斐济群岛的电力市场正在不断发展。准确的风力发电预测对风力发电厂运营商、公用事业运营商和公用事业客户都是有益的。准确的预测使电网运营商能够安排经济高效的发电以满足电力客户的需求。本文描述了一项可行性研究,利用预测算法预测斐济西部地区Rakiraki地区的风能潜力。我们考虑斐济气象局从2012年8月29日至2016年12月30日的每日风速数据,并分析预测风速,以了解斐济风能生产的可能性。使用数据集对预测算法进行了测试,可以清楚地观察到随机过滤分类器算法的预测效果非常好。这项研究将鼓励潜在的投资者向他们提供接近实际的预测风力数据,以便对他们投资风能农场进行可行性研究,以满足斐济可再生能源生产的需求。
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引用次数: 9
Mitigating the impact of voltage sags and swells on type IV wind generator systems 减轻电压下降和膨胀对IV型风力发电机系统的影响
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282438
T. Das, Jingxin Zhang
This paper proposes a unique coordinated ride-through capability enhancement scheme for Type IV wind generators to counter the impact of symmetrical and asymmetrical voltage swells. A novel protection hardware configuration is utilized to restrict the dc-link overvoltage and undervoltage in the event of voltage swells at the Point of Common Coupling (PCC), which would otherwise damage the converter. Moreover, a reactive power flow management algorithm is implemented to support the grid voltage during the transient event. A supervisory controller is used to control the insertion of the protection hardware and also to regulate the reactive power flow between the generator and grid. It is observed that there is substantial improvement in ride-through performance. A 10-MW Wound Rotor Synchrnous Generator (WRSG) wind farm in MATLAB/Simscape Power Systems is utilized to validate the effectiveness of the scheme. The 10 MW wind farm consists of 5 × 2-MW wind generators.
本文提出了一种独特的四型风力发电机协调穿越能力增强方案,以应对对称和不对称电压波动的影响。采用一种新颖的保护硬件配置,在共耦合点(PCC)电压膨胀时限制直流链路过压和欠压,否则会损坏变换器。此外,还实现了一种无功潮流管理算法,以支持暂态事件期间的电网电压。监控控制器用于控制保护硬件的插入,并调节发电机和电网之间的无功功率流。可以观察到,穿越性能有实质性的改善。利用MATLAB/Simscape Power Systems中的10 mw绕线转子同步发电机(WRSG)风电场验证了该方案的有效性。10兆瓦的风电场由5 × 2兆瓦的风力发电机组成。
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引用次数: 4
Recent advances in common mode voltage mitigation techniques based on MPC 基于MPC的共模电压缓解技术的最新进展
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282476
M. Uddin, G. Mirzaeva, G. Goodwin
Model Predictive Control (MPC) is a powerful and robust strategy used to control power inverters. Common mode voltage (CMV) is a known source of problems in many inverter applications. The aim of this paper is to present and discuss the latest contributions in the area of CMV mitigation, with a focus on MPC-based strategies. The paper reviews the most common inverter topologies, including two-level (standard and modified) and three-level inverters, provides background of CMV generation and outlines opportunities and limitations for CMV mitigation, for each topology. The paper presents an extensive overview of the recent work on CMV mitigation, and outlines future scope for the MPC-based solutions of the CMV problem.
模型预测控制(MPC)是一种强大而稳健的逆变器控制策略。在许多逆变器应用中,共模电压(CMV)是一个已知的问题来源。本文的目的是介绍和讨论巨细胞病毒缓解领域的最新贡献,重点是基于mpc的战略。本文回顾了最常见的逆变器拓扑结构,包括两电平(标准和修改)和三电平逆变器,提供了CMV产生的背景,并概述了每种拓扑结构缓解CMV的机会和限制。本文广泛概述了最近在巨细胞病毒缓解方面的工作,并概述了基于mpc的巨细胞病毒问题解决方案的未来范围。
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引用次数: 8
Optimal power purchase agreements in PV-rich communities 光伏资源丰富社区的最优购电协议
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282507
Nihan Çiçek van der Heijden, T. Alpcan, E. A. Martinez-Ceseña, F. Suits
This paper studies small PV-rich communities that wish to purchase their electricity directly from generators through long-term power purchase agreements (PPA) and the spot market if necessary. Net demand, defined as the difference between total demand and solar generation, is satisfied through PPA and the spot market. Due to the random nature of solar generation, net demand is random and hard to estimate. This randomness may lead to a mismatch between the actual net demand and PPA. When net demand exceeds PPA, electricity is purchased at the spot market prices causing increased operational costs. To avoid this mismatch and utilise solar potential efficiently, we propose a probabilistic optimisation approach using the statistical properties of solar generation. We model solar energy generation as a random variable for each daylight hour at a chosen location using historical solar irradiance data. By transforming random variables, we find the probability distribution of the net demand which is used to propose a market exposure probability limiting optimisation problem. The overall objective of the optimisation problem is to minimise operational costs of communities. Unlike forecasting and Monte Carlo Simulation, our methodology enables market exposure risk analysis, fine-tuning PPA and a good understanding of statistical properties of solar generation.
本文研究了希望通过长期购电协议(PPA)和必要时的现货市场直接从发电机购买电力的小型光伏富裕社区。净需求,定义为总需求和太阳能发电量之间的差额,通过PPA和现货市场来满足。由于太阳能发电的随机性,净需求是随机的,难以估计。这种随机性可能导致实际净需求与PPA之间的不匹配。当净需求超过PPA时,以现货市场价格购买电力,导致运营成本增加。为了避免这种不匹配并有效利用太阳能潜力,我们提出了一种利用太阳能发电统计特性的概率优化方法。我们利用历史太阳辐照度数据,将选定地点的每个白天小时的太阳能发电建模为随机变量。通过对随机变量进行变换,得到净需求的概率分布,并提出了一个市场风险敞口概率极限优化问题。优化问题的总体目标是最小化社区的运营成本。与预测和蒙特卡罗模拟不同,我们的方法可以进行市场风险分析,微调PPA以及对太阳能发电统计特性的良好理解。
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引用次数: 3
Analyzing the impacts of charging plug-in electric vehicles in low voltage distribution networks: A case study of utilization of droop charging control system based on the SAE J1772 Standard 插电式电动汽车在低压配电网充电的影响分析——以基于SAE J1772标准的下垂充电控制系统的应用为例
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282409
Arian Zahedmanesh, D. Sutanto, K. Muttaqi
Despite the significant advantages of Plugin Electric Vehicles (PEVs), the mass charging of PEVs can cause an increase of the peak load demand and worsen the voltage quality specifically in Low Voltage (LV) distribution networks. In this context, different technical approaches and charging control strategies have been proposed. Nevertheless, most of these methods necessitate advanced communication systems. In this work, based on the SAE J1772 standard, initially an interface unit for controlling the charging current of PEVs is introduced. A droop charging control system, which only needs local measurements, is proposed for the AC charging of PEVs. Using the field measurements and existing statistical studies, the PEV charging loads are modelled and the capability of the proposed system is evaluated for an LV test system with different electric loads and high penetration of PEVs. The results of the simulations confirm the feasibility of the proposed method.
尽管插电式电动汽车(pev)具有显著的优势,但pev的大量充电会导致峰值负荷需求的增加和电压质量的恶化,特别是在低压配电网中。在此背景下,人们提出了不同的技术途径和充电控制策略。然而,大多数这些方法都需要先进的通信系统。本文基于SAE J1772标准,初步设计了一种控制电动汽车充电电流的接口单元。针对电动汽车交流充电,提出了一种只需局部测量的下垂充电控制系统。利用现场测量和现有的统计研究,对电动汽车充电负荷进行了建模,并对该系统的能力进行了评估,以适应不同电负荷和电动汽车的高渗透低压测试系统。仿真结果验证了该方法的可行性。
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引用次数: 5
Transient stability augmentation of hybrid power system based on synthetic inertia control of DFIG 基于DFIG综合惯性控制的混合电力系统暂态稳定增强
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282485
Md. Rifat Hazari, M. Mannan, S. Muyeen, A. Umemura, R. Takahashi, J. Tamura
Integration of large scale renewable energy sources (RESs), such as: wind power and photovoltaic (PV) plants, into the power system decreases the dependence on fossil fuel. Therefore, the total system inertia will be reduced because of gradual replacement of the conventional synchronous generators (SGs). This paper proposes a new method to enhance the transient stability of the power system with RESs introduced, in which variable speed wind turbine with doubly fed induction generator (VSWT-DFIG) supplies its kinetic energy (KE) during generation outage to stabilize conventional SGs. A suitable fuzzy logic based synthetic inertia controller is proposed to supply the KE effectively during transient period. This fuzzy logic controller (FLC) can continuously adjust the synthetic inertia controller gain depending upon the incoming wind speed. The effectiveness of the proposed synthetic inertia control method has been verified through simulation analyses on a hybrid power system model composed of DFIG, PV plant and SGs.
将大型可再生能源(RESs),如风力发电和光伏电站(PV)纳入电力系统,减少了对化石燃料的依赖。因此,随着传统同步发电机(SGs)的逐步更换,系统的总惯量将会降低。本文提出了一种提高电力系统暂态稳定性的新方法,即采用双馈感应发电机的变速风力发电机组(VSWT-DFIG)在发电中断时提供其动能,以稳定常规发电机的瞬态稳定性。提出了一种合适的基于模糊逻辑的综合惯性控制器,可以有效地在瞬态期间提供能量平衡。该模糊控制器可以根据来风风速连续调整合成惯性控制器的增益。通过对由DFIG、PV电站和SGs组成的混合电力系统模型的仿真分析,验证了所提出的综合惯性控制方法的有效性。
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引用次数: 5
Nonlinear backstepping controller design for V2G applications with output LCL filters 输出LCL滤波器的V2G应用非线性反步控制器设计
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282403
T. K. Roy, M. A. Mahmud, A. Oo
This paper presents a nonlinear backsteping control scheme to control the power injection into the grid from an electric vehicle as well as to improve the power quality. The proposed controller is design by considering the dynamical model of vehicle-to-grid (V2G) system along with the dynamics of an LCL filter. The control Lyapunov function is used to analyze the stability of the V2G system as the negative definiteness or semi-definiteness of its derivative indicates the stability of the system. Simulation results are carried out on a test V2G system using MATLAB/SIMULINK Sim-PowerSystems Toolbox. The performance of the proposed controller is compared with a similar backstepping controller used for the V2G system with an L filter in terms of both power injection capability into the grid and improvement in power quality. Simulation results demonstrate that the designed controller offers improved power quality with an LCL filter as compared to an L filter though there are no differences in the power injection capability. This improvement in power quality is demonstrated through the total harmonic distortion (THD) in the injected current into the grid.
本文提出了一种非线性反步控制方案,以控制电动汽车向电网的功率注入,提高电能质量。该控制器的设计考虑了车辆到电网(V2G)系统的动态模型和LCL滤波器的动态特性。控制Lyapunov函数用于分析V2G系统的稳定性,其导数的负确定性或半确定性表示系统的稳定性。利用MATLAB/SIMULINK Sim-PowerSystems工具箱对V2G测试系统进行仿真。将所提出的控制器的性能与用于带有L滤波器的V2G系统的类似反步控制器在向电网注入功率和改善电能质量方面进行了比较。仿真结果表明,与L滤波器相比,LCL滤波器在功率注入能力上没有差异,但所设计的控制器提供了更好的电能质量。这种电能质量的改善通过注入电网电流的总谐波失真(THD)来证明。
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引用次数: 1
A renewable energy-driven water treatment system in regional Western Australia 西澳大利亚地区可再生能源驱动的水处理系统
Pub Date : 2017-11-01 DOI: 10.1109/AUPEC.2017.8282406
Farhad Shahnia, R. Fornarelli, M. Anda, P. Bahri
This paper presents a feasibility analysis for running a water treatment system by renewable energies in a regional town of Western Australia. The main motivation is the inadequate capacity in the electricity feeder supplying the town especially in summer. Instead of augmenting the feeder to the town to supply the electricity demand of the water treatment system, locally installed renewable energies seem to be sustainable, cost effective and attractive for the local electricity utility. This paper finds an economically attractive and technically feasible solution in the form of integrating a distributed system of rooftop solar photovoltaic systems with wind energy and existing grid to supply the energy demand of the town, as well as the new water treatment system. The proposed hybrid energy system provides electricity at a lower cost than the current energy solution, while improving the penetration of renewable energies in the region.
本文介绍了在西澳大利亚州的一个区域城镇运行可再生能源水处理系统的可行性分析。主要原因是供电系统容量不足,特别是在夏季。当地安装的可再生能源似乎具有可持续性、成本效益和对当地电力公司的吸引力,而不是增加城镇的供水系统来满足水处理系统的电力需求。本文找到了一种经济上具有吸引力和技术上可行的解决方案,即将屋顶太阳能光伏系统的分布式系统与风能和现有电网相结合,以满足城镇的能源需求,以及新的水处理系统。拟议的混合能源系统以比当前能源解决方案更低的成本提供电力,同时提高可再生能源在该地区的渗透率。
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引用次数: 1
期刊
2017 Australasian Universities Power Engineering Conference (AUPEC)
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