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2015 IEEE International Conference on Smart Energy Grid Engineering (SEGE)最新文献

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Energy Trading In the smart grid: A game theoretic approach 智能电网中的能源交易:一种博弈论方法
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324593
N. Yaagoubi, H. Mouftah
The new and improved smart grid allows energy to flow back from customers into the grid. Customers can sell their excess of energy to the grid or to other customers. While the former has been extensively researched in the literature and is known as Vehicule-to-Grid (V2G) [1], the latter is broadly referred to as energy trading. In this paper, we propose a game theoretic approach that allows customers in the grid to buy energy from other customers offering their surplus at a discounted price. The proposed approach is based on a modified regret matching procedure [2] and enables users to trade energy. Sellers make profit by selling their surplus of energy gathered from renewable resources and stored in energy storage devices such as batteries. Buyers can save on their energy bill by buying cheap energy from their neighbors instead of the grid, therefore decreasing the load on the grid and making use of clean renewable energy. The proposed approach is evaluated through a set of simulations, which show that the proposed approach encourages the use of clean energy and provides energy bill savings to buyers.
新的和改进的智能电网允许能量从客户回流到电网。客户可以把多余的能源卖给电网或其他客户。前者在文献中得到了广泛的研究,被称为车辆到电网(V2G)[1],后者被广泛地称为能源交易。在本文中,我们提出了一种博弈论方法,允许电网中的客户以折扣价从其他客户那里购买剩余能源。该方法基于改进的后悔匹配过程[2],允许用户进行能源交易。卖家通过出售从可再生资源中收集的剩余能源,并将其储存在电池等储能设备中,从而获利。买家可以从邻居那里购买便宜的能源,而不是从电网购买,从而减少电网的负荷,并利用清洁的可再生能源,从而节省能源账单。通过一组模拟对所提出的方法进行了评估,结果表明所提出的方法鼓励了清洁能源的使用,并为购买者节省了能源费用。
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引用次数: 15
Fuzzy logic-based charging strategy for Electric Vehicles plugged into a smart grid 基于模糊逻辑的电动汽车接入智能电网充电策略
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324606
A. Eajal, M. Shaaban, E. El-Saadany, K. Ponnambalam
The smart grid allows its consumers to participate in producing cost effective, sustainable, and environmentally friendly electricity. The consumers in a smart grid, for example, can plug their Electric Vehicles (EVs) into the grid to charge and discharge their vehicles' batteries. However, charging of the electric vehicles, especially during the peak periods, can adversely impact the grid performance. Thus, in this paper, the coordinated charging of the electric vehicles problem is tackled. A fuzzy logic-based approach is developed to coordinate the electric vehicle charging such that the system minimum voltage is within the allowable limits. The inputs to the Fuzzy Charging Controller (FCC) include the States of Charge (SOC) of the electric vehicles, the grid parameters represented in the system minimum voltage, and the hourly energy price. The output of the FCC is the charging levels of the electric vehicles' batteries. The developed fuzzy logic-based charging strategy was validated on the 69-bus test system. The Fuzzy Charging (FC) was compared with three modes of uncoordinated charging, namely Slow Charging (SC), Medium Charging (MC), and Fast Charging (FC). The results of the comparative study prove the superiority of the developed fuzzy charging approach over uncoordinated charging schemes.
智能电网允许其消费者参与生产具有成本效益、可持续和环保的电力。例如,智能电网中的消费者可以将他们的电动汽车(ev)插入电网,为汽车电池充电和放电。然而,电动汽车的充电,特别是在高峰时段,会对电网性能产生不利影响。因此,本文对电动汽车的协调充电问题进行了研究。提出了一种基于模糊逻辑的电动汽车充电协调方法,使系统最小电压在允许范围内。模糊充电控制器(FCC)的输入包括电动汽车的荷电状态(SOC)、以系统最小电压表示的电网参数和每小时能源价格。FCC的输出是电动汽车电池的充电水平。所提出的基于模糊逻辑的充电策略在69辆客车的测试系统上得到了验证。将模糊充电(FC)与慢速充电(SC)、中速充电(MC)和快速充电(FC)三种不协调充电模式进行了比较。对比研究结果表明,所提出的模糊收费方法优于不协调收费方案。
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引用次数: 22
Offering strategy of a Plug-in Electric Vehicle parking lot in renewable-based distribution networks 可再生能源配电网中插电式电动车停车场的提供策略
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324576
F. A. S. Gil, M. Shafie‐khah, A. W. Bizuayehu, J. Catalão
In this paper, the impacts of type, size and placement of renewable energy resources (RERs) on the offering strategy of Plug-in Electric Vehicle (PEV) parking lots is investigated. To this end, a stochastic programming model is proposed to optimize the behavior of a PEV parking lot in energy and reserve markets, considering the interaction with RESs. On this basis, the PEV parking lot is modeled in a distribution system consisting of wind and photovoltaic power producers. Moreover, the stochastic model consists of uncertainty characteristics of PEV owners' behavior, wind and photovoltaic power generation. Several numerical studies are analyzed to indicate how the factors of the RESs affect the optimal offering strategy of the parking lots.
本文研究了可再生能源的类型、规模和布局对插电式电动汽车(PEV)停车场提供策略的影响。为此,提出了一个随机规划模型来优化能源和储备市场中电动汽车停车场的行为,并考虑了与RESs的相互作用。在此基础上,将PEV停车场建模为由风电和光伏发电机组组成的配电系统。该随机模型包含电动汽车车主行为、风电和光伏发电的不确定性特征。通过对若干数值研究的分析,揭示了RESs因素对停车场最优供给策略的影响。
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引用次数: 6
Soft computing approach for solar radiation prediction over Abu Dhabi, UAE: A comparative analysis 阿联酋阿布达比地区太阳辐射预报的软计算方法:比较分析
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324613
S. Hussain, A. A. Al Alili
Integration of solar generation into power networks can negatively affect the performance of next generation smart energy grids. Rapidly changing output power of this kind is unpredictable and thus one of the solutions is to predict it by computational intelligence techniques. The stochastic component of solar radiation is highly non-linear in nature because of many factors including time of the year, weather conditions, and geographical locations. In order to uncover the underlying phenomenon, three soft computing techniques for solar radiation forecasting based on neural networks (NN) - artificial neural network (ANN), the adaptive neuro-fuzzy inference system (ANFIS), and nonlinear autoregressive with exogenous inputs (NARX) - are implemented and a comparative analysis is performed. Meteorological variables, such as, relative humidity (RH), temperature (T), wind speed (WS), and sunshine duration (SSD) are used as inputs to the NN models. The global horizontal irradiance (GHI) is estimated using ten years data of Abu Dhabi, the United Arab Emirates (UAE). Different statistical performance indicators are computed. Simulation results show that NARX performs relatively better in this case and generalizes the data well. All the models have the tendency to exhibit more error in spring seasons. This leads to further investigations to cater for seasonality components.
将太阳能发电并入电网会对下一代智能电网的性能产生负面影响。这种快速变化的输出功率是不可预测的,因此解决方案之一是通过计算智能技术来预测它。太阳辐射的随机成分在本质上是高度非线性的,因为许多因素,包括一年中的时间,天气条件和地理位置。为了揭示潜在的现象,采用人工神经网络(ANN)、自适应神经模糊推理系统(ANFIS)和带外源输入的非线性自回归(NARX)三种基于神经网络(NN)的太阳辐射预测软计算技术,并进行了比较分析。气象变量,如相对湿度(RH)、温度(T)、风速(WS)和日照时数(SSD)被用作神经网络模型的输入。全球水平辐照度(GHI)是利用阿拉伯联合酋长国(UAE)阿布扎比的十年数据估算的。计算不同的统计性能指标。仿真结果表明,在这种情况下,NARX具有较好的泛化性能。所有模型都有在春季表现出更大误差的趋势。这导致进一步的调查,以满足季节性因素。
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引用次数: 14
Performance evaluation of hybrid active filter for power quality improvement of electrical distribution system 混合有源滤波器在配电系统电能质量改善中的性能评价
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324582
Anjali D. Bhonsle, D. Bhonsle
Rapid growth of non-linear loads in distribution systems has attracted power system engineers' attention from power quality point of view. Connection of the non-linear loads deteriorates power quality in the distribution system by introducing current harmonics. These current harmonics, when circulated in the electric network, interact with the system impedance and generate voltage harmonics. These current and voltage harmonics together can affect other consumers connected in the distribution network. Some typical non-linear loads, such as electric arc furnace (EAF), are inherent source of voltage harmonics which gives rise to voltage flicker, which can causes large voltage fluctuation in the connected distribution system. This paper presents performance evaluation of hybrid active filter (HAF) for power quality improvement (EAF) connected distribution system. The performance of HAF is evaluated in terms of harmonic and voltage flicker mitigation capability. The HAF is consisting of a shunt passive filter (PF) connected with a lower rated voltage source PWM converter based series active filter (SAF). There are various control strategies for series active filter control is surveyed in the literature. One of the control strategy based on the dual formulation of the electric power vectorial theory is implemented for balance and resistive load. In this paper an attempt is made to apply the same control theory for unbalanced and non-sinusoidal voltage conditions of the distribution system. A state-space averaging model of HAF constructed to analyze its system stability by traditional control strategy taking into account the effect of the time delay. Performance of the HAF is compared and analyzed with that of the (PF) to improve power quality at point of common coupling (PCC) as per the IEEE standards. Simulation for a typical distribution system along with the PF and the SAF has been carried out in MATLAB environment to validate the performance.
配电系统中非线性负荷的快速增长引起了电力系统工程师从电能质量角度的关注。非线性负荷的连接通过引入电流谐波而使配电系统的电能质量恶化。这些电流谐波在电网中流通时,与系统阻抗相互作用,产生电压谐波。这些电流和电压谐波一起会影响配电网中连接的其他用户。一些典型的非线性负荷,如电弧炉,是电压谐波的固有源,引起电压闪变,使所连接的配电系统电压波动较大。本文对用于电能质量改善(EAF)并网配电系统的混合有源滤波器(HAF)进行了性能评价。从谐波和电压闪变抑制能力两方面对HAF的性能进行了评价。HAF由并联无源滤波器(PF)和基于低额定电压源PWM变换器的串联有源滤波器(SAF)组成。文献综述了系列有源滤波器控制的各种控制策略。针对平衡负载和电阻负载,提出了一种基于电力矢量理论对偶公式的控制策略。本文尝试将相同的控制理论应用于配电系统的不平衡和非正弦电压条件。建立了HAF的状态空间平均模型,分析了传统控制策略下HAF系统的稳定性,同时考虑了时滞的影响。根据IEEE标准,对HAF和PF的性能进行了比较和分析,以提高共耦合点(PCC)的电能质量。在MATLAB环境下对一个典型配电系统进行了仿真,验证了该系统的性能。
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引用次数: 1
A switched hybrid filter - DVS/green plug for smart grid nonlinear loads 一种用于智能电网非线性负载的开关混合滤波器- DVS/绿色插头
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324588
A. Sharaf, F. H. Gandoman
The paper presents a Shunt Filter Compensator-FACTS DVS/Green Plug filter/Dynamic Voltage Stabilization device developed by the First Author as a new member of Switched/Modulated Shunt LC Compensation devices for Dynamically Modulating AC Bus Admittance for stabilized and efficient energy transfer utilization, Dynamic Voltage stabilization DVS- for nonlinear loads on smart grid is required as the grid network becomes weak and insecure, especially with new Distributed Generation (DG) interface and use of Wind/Photovoltaic and battery storage systems. The FACTS-DVS/GP is validated using MATLAB-Simulink Digital Simulation Environment varying load and system conditions including open circuit and short circuit fault conditions and load-excursions/ load reductions. The coordinated, multi-regulation, inter coupled dynamic controller scheme ensures the FACTS-DVS/GP device effectiveness in improving system security, energy utilization, power factor, power quality at key AC Buses, while reducing inrush currents and transient over-voltage/switching Recovery Voltage excursions. Hence, improving dynamic voltage stabilization, feeder regulation and power quality/factor enhancement.
本文介绍了一种由第一作者开发的并联滤波器补偿器- facts DVS/绿插头滤波器/动态稳压装置,作为动态调制交流母线导纳的开关/调制并联LC补偿装置的新成员,用于稳定和高效的能量传输利用,动态稳压DVS-用于智能电网的非线性负载,因为电网网络变得脆弱和不安全。特别是新的分布式发电(DG)接口以及风能/光伏和电池存储系统的使用。使用MATLAB-Simulink数字仿真环境对FACTS-DVS/GP进行了验证,该环境可改变负载和系统条件,包括开路和短路故障条件以及负载偏移/负载减少。协调,多调节,相互耦合的动态控制器方案确保FACTS-DVS/GP设备在提高系统安全性,能量利用率,功率因数,关键交流总线的电能质量方面的有效性,同时减少涌流和瞬态过电压/切换恢复电压漂移。因此,改进动态电压稳定,馈线调节和电能质量/因数增强。
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引用次数: 7
Design and operation of a hydrogen supply chain considering CO2 mitigation strategies - A case study of the United Arab Emirates 考虑二氧化碳减排战略的氢供应链设计和运行——阿拉伯联合酋长国案例研究
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324585
A. Almansoori
A mixed integer linear programming (MILP) model for the optimal design and operation of a hydrogen supply chain (HSC) under CO2 emission constraints is presented. The mathematical model includes carbon capture and storage (CCS) methods and carbon tax as CO2 mitigation strategies. A case study of a future hydrogen supply chain in the United Arab Emirates (UAE) is analyzed. The optimization objective consists of the minimization of the total network cost, both in terms of capital and operating expenditures, under techno-economic and environmental constraints. The optimization problem was formulated in the General Algebraic Modeling System (GAMS®). The aim of this work is to determine the optimal design and operation of a future hydrogen supply chain in the United Arab Emirates with and without CO2 emission regulations. Also, the model determines the most suitable delivered product form (i.e., gaseous or liquid) into the market. The optimization results show that the mathematical model is a valuable tool for designing the optimal hydrogen supply chain of the country, minimize the supply chain costs, and reduce the CO2 emissions.
提出了二氧化碳排放约束下氢供应链优化设计与运行的混合整数线性规划模型。该数学模型包括碳捕集与封存(CCS)方法和碳税作为二氧化碳减排策略。本文以阿拉伯联合酋长国(UAE)的未来氢供应链为例进行了分析。优化目标包括在技术经济和环境约束下,在资本和运营支出方面使总网络成本最小化。优化问题是在通用代数建模系统(GAMS®)中制定的。这项工作的目的是确定阿拉伯联合酋长国未来氢气供应链的最佳设计和运行,无论是否有二氧化碳排放法规。此外,该模型确定了最适合交付的产品形式(即,气体或液体)进入市场。优化结果表明,该数学模型对于设计国家最优氢供应链,实现供应链成本最小化,减少二氧化碳排放具有重要的参考价值。
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引用次数: 0
Performance enhancement of custom power park 定制电力园区的性能提升
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324579
Tongzhen Wei, Libo Han, Qunhai Huo, Dongqiang Jia
Custom power park is an industrial/commercial park that integrates state-of-the-art power quality devices. The power quality devices can be classified into two catalogues: voltage quality enhancement devices and current quality enhancement devices. In order to meet the requirement of large capacity, high reliability, high flexibility in both the voltage and current compensation, several operation modes of multiple DVRs and multiple DSTATCOMs are proposed. Moreover, aiming at the negative interaction which may occur when DVR and DSTATCOM are installed on the same feeder, the paper analyzes the mechanism of the interaction with the harmonic impedance method. The stability problem may occur due to impedance parameter mismatch of two devices. Finally, the analysis results are verified by time domain simulation.
定制电力园区是一个集成了最先进的电能质量设备的工业/商业园区。电能质量器件可分为电压质量增强器件和电流质量增强器件两大类。为了满足大容量、高可靠性、高灵活性的电压和电流补偿要求,提出了多台dvr和多台dstatcom的工作模式。此外,针对DVR与DSTATCOM安装在同一馈线上可能产生的负相互作用,用谐波阻抗法分析了相互作用的机理。由于两个器件的阻抗参数不匹配,可能会出现稳定性问题。最后,通过时域仿真验证了分析结果。
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引用次数: 0
An optimization method for designing stand alone photovoltaic system using iterative method 基于迭代法的独立光伏系统优化设计方法
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324586
N. Nordin, H. A. Rahman
World's fuel sources are decreasing and global warming phenomena cause the urgency to search for alternative energy sources. Photovoltaic system has high potential since it is clean and environmental friendly. Standalone photovoltaic (SAPV) system is usually chosen as an alternative to grid utility, where excess to main grid is impossible. The system is designed to fulfill a specific load demand, close to its point of utilization. This paper presents SAPV system sizing and design that include sizing of PV modules, battery storages, charge controller and inverter using iterative method. Loss of power supply probability analysis is set as a benchmark to determine all possible configurations. Then, the optimum design is chosen based on the lowest levelized cost of energy. A case study on small-scale household load profile and hourly solar irradiance is employed to design this system. The findings indicate that the annual LCC for the proposed system is RM 632.08 with LCOE of RM 0.79/kWh.
世界上的燃料来源正在减少,全球变暖现象导致寻找替代能源的紧迫性。光伏系统具有清洁环保的特点,具有很大的发展潜力。独立光伏(SAPV)系统通常被选择作为电网公用事业的替代方案,在不可能过量到主电网的情况下。该系统的设计是为了满足特定的负载需求,接近其利用率。本文介绍了SAPV系统的尺寸和设计,包括光伏组件、蓄电池、充电控制器和逆变器的尺寸。以电源丢失概率分析为基准,确定所有可能的配置。然后,以最低的平均化能源成本为目标,进行优化设计。以小规模家庭负荷分布和每小时太阳辐照度为例进行系统设计。结果表明,该系统的年LCC为632.08 RM, LCOE为0.79 RM /kWh。
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引用次数: 7
Methods for multi-functional converter control in micro-grid 微电网多功能变流器控制方法
Pub Date : 2015-11-12 DOI: 10.1109/SEGE.2015.7324624
Qunhai Huo, Tongzhen Wei, Libo Han, Dongqiang Jia
The operation of micro-grid based renewable energy usually considers efficiency and economy in comprehensive. The control strategy based on master micro-source (MS) constant voltage constant frequency (CVCF) networking is introduced. The voltage and frequency of micro-grid is established by the master MS, and the slave MS operated on the maximum power point tracking mode, in order to achieved micro-grid efficient and economic operation. For improving the function of each MS in micro-grid, a multi-functional convertor operation strategy is proposed. According to this strategy, the master MS has the function of forming micro-grid and switching to the public grid seamlessly, while the slave MS has that of MPPT and energy exchange. The seamless transfer technology for micro-grid is introduced. The control strategy of master MS constant voltage constant frequency networking is used in the grid seamless transfer. The grid-connected and off-grid processes of the MS control topology are analyzed and experimentally studied. The results have showed the effectiveness of proposed control technology, which has the advantages of less impact on local sensitive load, easy hardware implementation and good system stability.
基于微电网的可再生能源运行通常综合考虑效率和经济性。介绍了基于主微源(MS)恒压恒频(CVCF)组网的控制策略。微电网的电压和频率由主MS确定,从MS以最大功率点跟踪方式运行,以实现微电网的高效经济运行。为了提高微电网中各系统的功能,提出了一种多功能变流器运行策略。根据该策略,主MS具有形成微电网和无缝切换到公共电网的功能,从MS具有MPPT和能量交换的功能。介绍了微电网无缝输电技术。采用主MS恒压恒频组网控制策略进行电网无缝输送。对MS控制拓扑的并网和离网过程进行了分析和实验研究。结果表明,该控制技术具有对局部敏感负载影响小、硬件实现简单、系统稳定性好等优点。
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引用次数: 2
期刊
2015 IEEE International Conference on Smart Energy Grid Engineering (SEGE)
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