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2016 IEEE Power and Energy Society General Meeting (PESGM)最新文献

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Observation of inertial frequency response of main power grids worldwide using FNET/GridEye 基于FNET/GridEye的全球主要电网惯性频率响应观测
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741260
Ling Wu, Yong Liu, D. Zhou, Jiahui Guo, Yilu Liu
Frequency monitoring network (FNET/GridEye), a wide-area monitoring system (WAMS) at distribution level, is known to be able to reveal many insights of power grid dynamics through the real time phasor measurement collected by frequency disturbance recorders (FDRs). A large number of FDR units are currently deployed in several power grids worldwide. This paper focuses on the inertial frequency responses of various bulk power grids over the world based on the observation of FNET/GridEye. It is the first time this kind of research is extended to main power grids worldwide. This paper discloses the frequency response characteristics for different sizes of power grids.
频率监测网络(FNET/GridEye)是一种配电级广域监测系统(WAMS),通过频率干扰记录仪(fdr)收集的实时相量测量,可以揭示电网动态的许多见解。大量的FDR装置目前部署在世界各地的几个电网中。本文在FNET/GridEye卫星观测的基础上,重点研究了世界各国大电网的惯性频率响应。这是首次将此类研究扩展到世界范围内的主要电网。本文揭示了不同规模电网的频率响应特性。
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引用次数: 13
An efficient approach for Unit Commitment and Economic Dispatch with combined cycle units and AC Power Flow 联合循环机组与交流潮流的机组投入与经济调度的有效方法
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741156
Mikhail A. Bragin, P. Luh, Joseph H. Yan, G. Stern
Unit Commitment and Economic Dispatch (UCED) with combined cycle (CC) units and AC power flow is an important problem to be solved by ISOs. The problem is difficult because of complicated transitions in CC units and highly non-linear AC power flows. Currently, to solve the problem, transitions among CC states are simplified and AC power flow is approximated with DC power flow. However, the resulting solution may not be consistent with actual operations of power systems. In this paper, a more operational approach of modeling UCED with CC units and AC power flow is developed. Under the frequently used assumption of low network resistance, AC power flow is represented as a monotonic function. Then, the original problem is solved by exploiting the monotonicity through the novel dynamic linearization technique and separability after relaxing coupling system-wide demand constraints. The complexity of resulting subproblems is drastically reduced and linearity is efficiently exploited by using branch-and-cut. Subproblem solutions are efficiently coordinated by our recently developed surrogate Lagrangian relaxation and convergence is guaranteed. Based on a 30-bus system, numerical results demonstrate the new approach is more computationally efficient as compared to Benders decomposition.
联合循环(CC)机组和交流潮流的机组承诺与经济调度(UCED)是iso要解决的重要问题。由于CC单元的转换非常复杂,并且交流潮流高度非线性,因此问题很难解决。目前,为了解决这个问题,简化了CC状态之间的转换,并将交流潮流近似为直流潮流。然而,最终的解决方案可能与电力系统的实际运行不一致。本文提出了一种更具可操作性的基于CC机组和交流潮流的UCED建模方法。在常用的低网络电阻假设下,交流潮流被表示为单调函数。然后,通过新的动态线性化技术和放宽耦合系统需求约束后的可分离性,利用单调性来解决原始问题。结果子问题的复杂性大大降低,并通过使用分支切割有效地利用了线性。子问题的解由我们最近提出的替代拉格朗日松弛有效地协调,并保证了收敛性。基于30总线系统的数值计算结果表明,与Benders分解相比,该方法具有更高的计算效率。
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引用次数: 3
Modeling and optimal operation of a university campus microgrid 高校校园微电网的建模与优化运行
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741207
H. Dagdougui, L. Dessaint, G. Gagnon, K. Al-haddad
In this paper, we propose a system design for a university campus microgrid (UCM) to facilitate research needs in relation to the operation and control of microgrid. This paper proposes the design, modeling and optimal operation of a UCM. The optimal operation aims to minimize the operation costs of photovoltaic system and costs of exchange with the local electrical network. The UCM is aggregating different distributed energy resources with parts of local loads that are co-located in the campus setting. The mathematical modeling of different components of the UCM is proposed. However, the objective of the UCM is to achieve three objectives: 1) to satisfy part of the residential campus loads, 2) to charge employees electric vehicles and 3) to help the campus avoiding peak load in period of high demands.
本文提出了一种大学校园微电网(UCM)的系统设计方案,以促进与微电网运行和控制相关的研究需求。本文提出了一种UCM的设计、建模和优化运行方法。优化运行的目的是使光伏系统的运行成本和与当地电网的交换成本最小化。UCM将不同的分布式能源与部分本地负载聚集在校园环境中。提出了UCM各组成部分的数学建模方法。然而,UCM的目标是实现三个目标:1)满足部分住宅校园负荷,2)为员工充电电动汽车,3)帮助校园避免高需求期间的高峰负荷。
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引用次数: 11
Predicting impact of weather caused blackouts on electricity customers based on risk assessment 根据风险评估,预测天气导致的停电对电力客户的影响
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741871
Qin Yan, T. Dokic, M. Kezunovic
This study evaluates the outage probability and electricity customer cost under the potential weather caused power blackouts. Risk assessment of the weather impact on customers is implemented and visualized in ArcGIS map. The methodology correlates the historical large power outage events with the corresponding weather condition of the time, uses weather forecast data to assess the risk for customers, and compares the results in different predicted weather conditions.
本研究评估了潜在天气导致的停电情况下的停电概率和电力用户成本。天气对客户影响的风险评估在ArcGIS地图上实现和可视化。该方法将历史上的大停电事件与当时相应的天气条件联系起来,利用天气预报数据对客户进行风险评估,并比较不同预测天气条件下的结果。
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引用次数: 11
A new method to evaluate maximum capacity of photovoltaic integration considering network topology reconfiguration 考虑网络拓扑重构的光伏一体化最大容量评估新方法
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741835
Yanling Lin, Tao Ding, Z. Bie, Gengfeng Li
As photovoltaic (PV) integration increases in distribution systems, an effective way of assessing the maximum allowable PV integration capacity is urgently needed. In this paper, a new method is proposed to evaluate the maximum PV integration capacity with AC power flow limits, and the effect of topology reconfiguration on PV integration is also considered. In addition, the single commodity flow constraint is put forward to guarantee topology radiality. Usually, this problem requires mix integer non-convex optimization, which is a great challenge to solve. To address this problem, second order cones are employed to relax the non-convex constraints so that the model can be efficiently solved. Furthermore, the IEEE 33-bus test system with four PV integration cases for maximum integration capacity is studied. The test result shows the effectiveness of reconfiguration in increasing maximum PV integration capacity.
随着配电系统中光伏并网容量的增加,迫切需要一种有效的方法来评估最大允许光伏并网容量。本文提出了一种考虑交流潮流限制的光伏最大集成容量评估方法,并考虑了拓扑重构对光伏集成的影响。此外,提出了单商品流约束以保证拓扑径向性。通常,该问题需要混合整数非凸优化,这是一个很大的挑战。为了解决这一问题,采用二阶锥来放松非凸约束,使模型能够有效地求解。在此基础上,对IEEE 33总线测试系统进行了四种光伏集成情况下的最大集成容量研究。试验结果表明,重构在提高光伏最大集成容量方面是有效的。
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引用次数: 4
Three-phase unbalanced voltage/VAR optimization for active distribution networks 有功配电网三相不平衡电压/无功优化
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741801
Jin-quan Zhao, X. Liu, Changnian Lin, Wenhui Wei
Extensive penetration of single phase distributed generators (DGs) such as photovoltaic generations may cause serious phase unbalance problems in distribution networks. The phase unbalance condition will make voltage/VAR optimization problem difficult to be solved by using traditional model and methods for balanced distribution networks. A three-phase unbalanced voltage/VAR optimization model for active distribution networks is proposed in this paper. The OLTC transformers and distributed reactive power resources such as static VAR compensators, embedded generators and capacitors banks are considered as control devices to minimize the negative sequence system voltages and network losses. The voltage/VAR optimization problem is formulated as a mixed-integer quadratic constrains quadratic programming (MIQCQP) problem in rectangular coordinates. The optimal solution is obtained by solving the MIQCQP problem using the branch-bound and primal-dual interior point method. Simulation results of the modified IEEE 33-bus test system demonstrate that the proposed model and method are effective.
光伏发电等单相分布式发电机组的广泛普及可能会导致配电网出现严重的相不平衡问题。相位不平衡使得配电网电压/无功优化问题难以用传统的平衡配电网模型和方法解决。提出了一种有功配电网三相不平衡电压/无功优化模型。将OLTC变压器和分布式无功资源(如静态无功补偿器、嵌入式发电机和电容器组)作为控制装置,以最小化负序系统电压和网络损耗。将电压/无功优化问题表述为直角坐标系下的混合整数二次约束规划问题。利用分支定界法和原对偶内点法求解MIQCQP问题,得到了最优解。对改进后的IEEE 33总线测试系统的仿真结果表明了该模型和方法的有效性。
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引用次数: 6
Quantifying and reducing uncertainty in correlated multi-area short-term load forecasting 量化和减少相关多区域短期负荷预测的不确定性
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741272
Yannan Sun, Z. Hou, Da Meng, N. Samaan, Y. Makarov, Zhenyu Huang
In this study, we represent and reduce the uncertainties in short-term load forecasting by integrating time series analysis tools including ARIMA modeling, sequential Gaussian simulation, and principal component analysis. The approaches are mainly focusing on maintaining the interdependency between multiple geographically related areas. These approaches are applied onto cross-correlated load time series as well as their forecast errors. Multiple short-term prediction realizations are then generated from the reduced uncertainty ranges, which are useful for power system risk analyses1.
在本研究中,我们通过整合时间序列分析工具,包括ARIMA模型、序贯高斯模拟和主成分分析,来表达和减少短期负荷预测中的不确定性。这些方法主要侧重于保持多个地理相关区域之间的相互依赖性。将这些方法应用于相互关联的负荷时间序列及其预测误差。然后从减少的不确定性范围生成多个短期预测实现,这对电力系统风险分析很有用。
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引用次数: 1
An approach to evaluate the occurrence of flicker induced by electromechanical oscillations 机电振荡诱发闪变的一种评估方法
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741839
A. Moraco, Marley F. Tavares, E. Geraldi, R. Ramos
In this paper, an approach to evaluate the occurrence of flicker induced by electromechanical oscillations is proposed. This approach employs the extended participation factors (EPF) to statistically quantify the presence of electromechanical modes in the dynamics of the terminal voltage of a distributed synchronous generator. Once the results obtained by the EPF indicate a high probability for the manifestation of the electromechanical mode in the terminal voltage of the distributed generator, an estimate for the probability of occurrence of flicker can be obtained.
本文提出了一种评估机电振荡诱发闪变发生的方法。该方法采用扩展参与因子(EPF)来统计量化分布式同步发电机端电压动态中机电模式的存在。一旦EPF得到的结果表明在分布式发电机的终端电压中机电模式表现的概率很高,就可以对闪变发生的概率进行估计。
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引用次数: 0
Management scheme for parallel connected hybrid energy storage in electric vehicles 电动汽车并网混合储能管理方案
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741188
C. Lashway, A. Elsayed, O. Mohammed
As the electric vehicle (EV) gains traction in the modern automotive market, a focus has been placed on the development of efficient and long-lasting methods to store energy. In order to exploit the advantages of a hybrid energy storage system (HESS), new management schemes are needed which understand the mechanics of each energy storage device. Many EVs have introduced regenerative braking as a method to recharge the battery bank while in operation. Unfortunately, the combination of long duration discharge drive currents and short, high powered charging currents from regenerative breaking place batteries under enormous stress resulting in shorter lifetimes. Moreover, when the battery bank is at a high state of charge, electrochemical constraints will limit current injection during regenerative braking thus some energy is left to waste. In this work, a parallel-connected lithium ion battery bank and supercapacitor HESS demonstrates a new multi-state EV control and management scheme. Unnecessary cycling of the lithium ion battery array is reduced while the efficiency of a regenerative braking pulse is increased. The scheme is demonstrated experimentally using the DOE Hybrid Pulsed Power Characterization test profile procedure.
随着电动汽车(EV)在现代汽车市场的发展,开发高效、持久的储能方法已成为人们关注的焦点。为了发挥混合储能系统(HESS)的优势,需要新的管理方案来理解每个储能装置的机制。许多电动汽车已经引入了再生制动作为在运行时给电池组充电的方法。不幸的是,长时间的放电驱动电流和来自再生断路的短而高功率的充电电流的组合使电池处于巨大的应力下,导致寿命缩短。此外,当电池组处于高电荷状态时,电化学约束将限制再生制动过程中的电流注入,从而浪费了一些能量。在这项工作中,并联锂离子电池组和超级电容器HESS展示了一种新的多状态电动汽车控制和管理方案。在提高再生制动脉冲效率的同时,减少了锂离子电池阵列不必要的循环。采用DOE混合脉冲功率特性测试剖面程序对该方案进行了实验验证。
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引用次数: 2
A parallel multigrid reduction in time method for power systems 电力系统并联多网时间缩减方法
Pub Date : 2016-07-17 DOI: 10.1109/PESGM.2016.7741520
M. Lecouvez, R. Falgout, C. Woodward, P. Top
This paper presents a fully multilevel approach to parallel in time solution of transient power system simulations. The method employs a multigrid reduction algorithm in time parallelized using the MPI distributed memory programming model. The method is demonstrated on a simple Single Machine Infinite Bus differential-algebraic equation model problem, for which speedup is obtained for as few as 8 processing cores on a problem with 10,000 time steps. Speedup of a factor of 13 is observed for a 100,000 step version of this simple problem. Based on these results, we expect significantly better speedup on larger problems where more work is available to each processor allowing greater amortization of the parallel communication.
本文提出了一种暂态电力系统仿真并行求解的全多层方法。该方法采用MPI分布式内存编程模型,采用时间并行化的多网格约简算法。该方法在一个简单的单机无限总线微分代数方程模型问题上得到了验证,在1万个时间步长的问题上,只需要8个处理核就可以获得加速。对于这个简单问题的100,000步版本,可以观察到13倍的加速。基于这些结果,我们期望在更大的问题上有更好的加速,其中每个处理器可用的工作更多,从而允许并行通信的更大平摊。
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引用次数: 26
期刊
2016 IEEE Power and Energy Society General Meeting (PESGM)
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