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2020 IEEE Power & Energy Society General Meeting (PESGM)最新文献

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Flexibility of Residential Loads for Demand Response Provisions in Smart Grid 智能电网需求响应规定下居民负荷的灵活性
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281394
Omar Alrumayh, Kankar Bhattacharya
One of the main advantages of smart grids is the presence of advanced communication technologies that facilitate grid operators and local distribution companies (LDCs) to communicate directly with customers. While at one end, the end-user customers seek to optimize their energy consumption by deploying home energy management systems (HEMSs), the LDCs on the other hand, seek to improve the grid operational efficiency and reduce losses. In this paper, a two-stage optimization framework is developed wherein multiple HEMS simultaneously optimize their respective energy consumption patterns, and determines their flexibility provision, which is communicated to the LDC. The LDC aggregates the controllable demand profile and the flexibilities of each HEMS to optimize its operational performance and hence the peak reduction signals which are sent to the HEMS. Studies are carried out considering a 33-bus distribution system coordinating with 1295 houses connected at different buses, and with varying customer preferences and objectives to demonstrate the applicability of the proposed scheme.
智能电网的主要优势之一是先进的通信技术的存在,方便电网运营商和当地配电公司(ldc)直接与客户沟通。一方面,终端用户客户寻求通过部署家庭能源管理系统(hems)来优化其能源消耗,另一方面,最不发达国家寻求提高电网运行效率并减少损失。本文开发了一个两阶段优化框架,其中多个HEMS同时优化各自的能耗模式,并确定其灵活性提供,并将其传达给最不发达国家。最低负荷控制中心将可控制的需求概况和每个医疗保健系统的灵活性汇总在一起,以优化其运行性能,从而向医疗保健系统发送峰值降低信号。研究考虑了一个33总线分配系统,该系统与连接在不同总线上的1295户家庭协调,并具有不同的客户偏好和目标,以证明拟议方案的适用性。
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引用次数: 0
Measurement-Based Parameter Estimation for the WECC Composite Load Model with Distributed Energy Resources 基于测量的分布式能源WECC复合负荷模型参数估计
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281843
N. Avila, Leonardo Callegaro, J. Fletcher
The development of advanced composite load models is imperative for accurate dynamic stability analysis of electric power systems. In North America, the Load Modelling Task Force (LMTF) endorsed the WECC composite load model for dynamic simulations of transmission networks. However, due to its complex dynamics and large number of parameters, little attention has been paid to the estimation of its parameters from online measurements. This load model incorporates the switching action of different built-in protection devices, which negatively affects the performance of conventional nonlinear programming algorithms. This paper introduces a hybrid optimization approach to estimate the parameters of the WECC composite load model. Parameters associated with dynamic and static equations, which are constrained by the physical interpretation of the model, are estimated by nonlinear programming techniques. On the other hand, protection parameters are estimated using a surrogate model of the objective function based on Radial Basis Function (RBF) optimization. The proposed scheme is validated with simulated and actual measurements collected across Australia.
发展先进的复合负荷模型对电力系统的动态稳定性分析具有重要意义。在北美,负荷建模工作组(LMTF)认可了用于输电网动态模拟的WECC复合负荷模型。然而,由于其复杂的动力学特性和大量的参数,从在线测量中估计其参数的研究很少受到重视。该负载模型包含了不同内置保护装置的开关动作,这对传统非线性规划算法的性能产生了不利影响。本文介绍了一种混合优化方法来估计WECC复合荷载模型的参数。与动态和静态方程相关的参数受模型物理解释的约束,通过非线性规划技术进行估计。另一方面,利用基于径向基函数(RBF)优化的目标函数代理模型估计保护参数。该方案通过在澳大利亚各地收集的模拟和实际测量数据进行了验证。
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引用次数: 2
Energy Flow Calculation Method of Combined Cooling, Heating and Power System with Terminal Cooling Network Model 基于末端冷却网络模型的冷热电联产系统能量流计算方法
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281675
Xinglei Liu, Jun Liu, Xia Zhao
Combined Cooling, Heating and Power (CCHP) system, as a typical form of Integrated Energy System (IES), enhances the coupling of cooling, heating and power network. In this paper, a sequential method for multi-energy flow calculation of CCHP-IES is proposed based on two-stage integrated energy system composed of district and terminal CCHP system. Firstly, the mathematical models of heating and power network are established respectively. Secondly, a more detailed terminal cooling network model with cold airflow as transmission medium is developed based on the general laws and the heat transfer characteristics of pipeline in fluid mechanics, aiming at increasing the accuracy of energy flow calculation results. On this basis, an energy flow calculation model of CCHP-IES is constructed. Numerical case analysis shows that the proposed terminal network model can improve the accuracy of the energy flow calculation, and the sequential method can reduce the convergence time to no longer than 0.236s.
冷热电联产(CCHP)系统是综合能源系统(IES)的一种典型形式,增强了供冷、供热和电网的耦合。本文提出了一种基于区域和末端热电联产系统组成的两级综合能源系统的CCHP- ies多能流顺序计算方法。首先,分别建立了供热和供电网络的数学模型。其次,根据流体力学中的一般规律和管道传热特性,建立了以冷气流为传输介质的更详细的末端冷却网络模型,旨在提高能量流计算结果的准确性。在此基础上,建立了CCHP-IES的能量流计算模型。数值算例分析表明,所提出的终端网络模型可以提高能量流计算的精度,序列法可以将收敛时间缩短到不超过0.236s。
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引用次数: 2
A Testbed for Synthetic Inertia Control Design using Point-on-Wave Frequency Estimates 基于波上点频率估计的综合惯性控制设计试验台
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281451
W. Balliet, F. Wilches-Bernal, J. Wold
Practical implementations of synthetic inertia (SI) control require fast and accurate frequency estimation from measurable data. While previous research has shown that SI can be effective at improving inertial and primary frequency regulation when accurate frequency measurements are available, these works typically do not include the technicalities of frequency estimation in their analysis. This paper presents a testbed that allows the user to examine such estimation methods and their effect on SI control performance. An SI control compensator is then designed and implemented for a test case. The compensator is shown to reduce many of the limitations imposed by point-on-wave based frequency estimation on the SI control action.
综合惯性(SI)控制的实际实现需要从可测数据中快速准确地估计频率。虽然以前的研究表明,当精确的频率测量可用时,SI可以有效地改善惯性和主频率调节,但这些工作通常不包括频率估计的技术细节。本文提出了一个测试平台,允许用户检查这些估计方法及其对SI控制性能的影响。然后为测试用例设计并实现了SI控制补偿器。补偿器被证明减少了许多限制施加的基于点对波的频率估计对SI控制动作。
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引用次数: 1
Distributed Optimal Scheduling of Multi-region Integrated Energy Systems Considering Regional Heating Network 考虑区域供热网络的多区域综合能源系统分布式优化调度
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281904
M. Xia, Zhihao Hua, Qifang Chen, Meijing Lv
This paper focuses on the joint optimization scheduling of multi-region integrated energy systems (IES) and the influence of regional heating networks on joint scheduling. The IES model is firstly established, including the heating network model and the internal equipment model. Then, in order to ensure the independence of each IES, a bi-level model of multi-region IESs joint scheduling considering regional heating network is established, which is solved by distributed algorithm-analysis target cascading method (ATC). Finally, the simulation results show that the proposed model can effectively optimize the energy scheduling between IESs while ensuring the independence of each IES. The regional heating network can be used as heat storage equipment to participate in the joint scheduling, and absorbs the excess heat energy in IES that cannot be transferred to other IESs.
研究了多区域综合能源系统的联合优化调度问题以及区域供热网络对联合调度的影响。首先建立了IES模型,包括供热网络模型和内部设备模型。然后,为了保证各系统的独立性,建立了考虑区域供热网络的多区域系统联合调度的双层模型,并采用分布式算法-分析目标级联法(ATC)进行求解。最后,仿真结果表明,该模型能够在保证各节点独立性的前提下,有效地优化各节点之间的能量调度。区域供热网络可以作为蓄热设备参与联合调度,吸收IES中不能转移到其他IES中的多余热能。
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引用次数: 0
Optimal Design of the Sectional Switch and Tie Line for the Distribution Network based on the Fault Incidence Matrix 基于故障关联矩阵的配电网分段开关及并线优化设计
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281858
Fengzhang Luo, Tianyu Zhang, Chengshan Wang, Peng Li, L. Yao
An optimal planning model of the sectional switch and tie line for the distribution network is proposed considering the trade-off between the system reliability and economy. Firstly, the fault incidence matrixes are established for the distribution network, and the explicit analytical expression of the system reliability index is realized by the algebraic operation of the fault incidence matrixes and fault parameter vectors. Then, the 0-1 integer quadratically constrained optimization model is established for the sectional switch configuration considering the capacity constraint of the tie line. Finally, the sectional switches and tie lines are optimized jointly to ensure the economic investment and maximize the system reliability. The distribution network in Taiwan Power Company (TPC) is used to verify the applicability of the proposed optimization method. Compared with the intelligent optimization algorithm, the mathematical programming method in this paper can always find the global optimal switch configuration quickly. In addition, the influence of the tie line capacity constraints on the sectional switch configuration is also considered, which can provide practical reference for the power network planners in the optimization design of the distribution network.
考虑系统可靠性和经济性的权衡,提出了配电网分段开关和并线的优化规划模型。首先,建立配电网的故障关联矩阵,通过对故障关联矩阵和故障参数向量进行代数运算,实现系统可靠性指标的显式解析表达式;在此基础上,建立了考虑线路容量约束的分段开关构型0-1整数二次约束优化模型。最后,对分段开关和联络线进行联合优化,以保证经济投资,最大限度地提高系统可靠性。以台湾电力公司配电网为例,验证了所提优化方法的适用性。与智能优化算法相比,本文的数学规划方法总能快速找到全局最优的开关配置。此外,还考虑了联络线容量约束对分段开关配置的影响,可为配电网规划者在配电网优化设计时提供实用参考。
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引用次数: 0
Optimal Power Flow for AC–DC Grids: Formulation, Convex Relaxation, Linear Approximation, and Implementation 交直流电网的最优潮流:公式、凸松弛、线性近似和实现
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9282026
H. Ergun, Jaykumar Dave, D. Hertem, F. Geth
HVDC is becoming an increasingly important part of the present day transmission systems. Accurate models of active and reactive power control capabilities of HVDCconverter stations are required to analyze the operation of power systems consisting of ac and dc grids, including ancillary services and security. Different converter station technologies exist, with varying control characteristics. This paper develops an optimal power flow model for ac and dc grids. A variety of formulations, from non-linear to convexified to linearized, are developed and implemented in an open-source tool. A convex relaxation formulation of a parameterized ac–dc converter model is developed. The hierarchy of common ac optimal power flow formulations is mapped to formulations for converter stations and dc grids. Numerical illustrations for a number of test cases, up to 3120 ac nodes and up to ten dc nodes and converters, are provided.
高压直流输电正在成为当今输电系统中越来越重要的组成部分。为了分析交直流电网组成的电力系统的运行情况,包括辅助服务和安全问题,需要建立准确的高压直流换流站有功和无功控制能力模型。存在不同的换流站技术,具有不同的控制特性。本文建立了交直流电网的最优潮流模型。各种公式,从非线性到凸化到线性化,都是在一个开源工具中开发和实现的。提出了参数化交直流变换器模型的凸松弛公式。将常用交流最优潮流公式的层次映射到换流站和直流电网的最优潮流公式。提供了许多测试用例的数值插图,最多可达3120个交流节点和多达10个直流节点和转换器。
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引用次数: 6
Coordinating the Operation of Water Desalination and a Renewables-Rich Electric Power Grid 协调海水淡化和可再生能源电网的运行
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9282104
Mohamed Elsir, A. Al-Awami
Handling the variability associated with integrating large capacities of renewable energy sources (RES) to the power grid is a challenge that system operators have been encountering. On the other hand, the need for water desalination to produce sufficient freshwater in arid areas increases the importance of suitable energy sources for sustainable operation. This paper proposes coordinating the operation of a renewable-rich power system with the operation of grid-connected, reverse-osmosis (RO) water desalination plants (WDP) to minimize their combined operational costs and maximize the utilization of RES. A unit commitment model is presented that harnesses the energy flexibility of WDPs in day-ahead power system scheduling. From the power system operation standpoint, these WDPs will be considered as controllable demands. Simulation results demonstrate the benefits of the proposed coordination on enhancing system efficiency and reducing the combined operational costs of both systems.
处理与将大容量可再生能源(RES)整合到电网相关的可变性是系统运营商一直面临的挑战。另一方面,干旱地区需要海水淡化以生产足够的淡水,这就增加了为可持续运作提供适当能源的重要性。本文提出将可再生能源电力系统与并网反渗透海水淡化厂(WDP)协调运行,以使其联合运行成本最小化,最大限度地提高res利用率,并在日前电力系统调度中利用WDP的能源灵活性,建立了机组承诺模型。从电力系统运行的角度来看,这些wdp将被视为可控需求。仿真结果表明,所提出的协调在提高系统效率和降低两个系统的综合运行成本方面具有优势。
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引用次数: 4
Residential Flat Building Energy Management under Random Energy Price, Solar Power and Load 随机电价、太阳能发电和负荷下的住宅公寓楼能源管理
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281535
Subho Paul, N. Padhy
This article illustrates a real time centralized energy management process for a residential flat building under randomly updated energy price, rooftop solar generation and load demand at each flat. The residents at each flat are considered to be non-identical as far as their response towards respective power consumption are concerned, which is modelled as utility function of the flat occupants. The derived optimization problem is solved by utilizing Lyapunov optimization technique, which does not require the probabilistic estimation of the uncertain parameters but only their real time values. Convexity of the derived problem is validated to proof the existence of only one optimum result i.e. global minima. Proposed real time energy management process is implemented on a building having four flats. Superiority of the proposed strategy is established by comparing with another real time method named greedy algorithm.
本文阐述了在随机更新能源价格、屋顶太阳能发电和每套公寓负荷需求的情况下,住宅公寓的实时集中能源管理过程。每个单位的住户对各自耗电量的反应被认为是不相同的,这是单位住户的效用函数模型。利用李雅普诺夫优化技术,不需要对不确定参数进行概率估计,只需要对不确定参数的实时值进行估计。验证了所导出问题的凸性,证明只存在一个最优结果即全局最小值。提议的实时能源管理流程在一栋有四个单元的建筑上实施。通过与另一种实时算法贪心算法的比较,证明了该策略的优越性。
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引用次数: 0
Analysis of Frequency Oscillation Caused by AGC in Hydro-Dominant Power Grids using Piecewise Linearization Method
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9282099
Yiping Chen, L. Xiao, Qin Gao, Kehan Zeng, Shengjing She, Rongzhao Yang
A piecewise linearization model is developed for the analysis of ultra-low frequency oscillation, taking the nonlinearity of governor deadband and the automatic generation control (AGC) into considerations. Firstly, the ultra-low frequency oscillations occurred in actual power grids are discussed in depth. Then, based on the piecewise linearization model developed, the AGC-excited frequency mode is calculated and key factors that influence the frequency stability are analyzed using the eigenvalue approach. Results show that the governor deadband introduces a frequency mode that likely to be excited by large frequency bias coefficient B of the AGC system. To avoid this frequency oscillation, it is advised that B should be properly tuned under the situation when only the secondary frequency regulation is activated.
考虑调速器死带的非线性和自动生成控制(AGC)的非线性,建立了超低频振荡的分段线性化模型。首先,对实际电网中出现的超低频振荡进行了深入的讨论。然后,在建立分段线性化模型的基础上,计算了agc励磁频率模式,并利用特征值法分析了影响频率稳定性的关键因素。结果表明,调速器死带引入了一种可能被AGC系统的大频率偏置系数B激发的频率模式。为了避免这种频率振荡,建议在只启动二次频率调节的情况下,适当调B。
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引用次数: 0
期刊
2020 IEEE Power & Energy Society General Meeting (PESGM)
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