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

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A Dynamic Nonlinear Model of Once-Through Boiler Turbine Units with Superheated Steam Temperature 蒸汽温度过热的直通锅炉汽轮机组动态非线性模型
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281902
H. Fan, Zhi-gang Su, Pei-hong Wang, Kwang Y. Lee
With recent development of renewable energy, the once-through boiler-turbine (OTBT) units in China are required to improve operating flexibility in order to absorb more renewable energy integrated into power grid. However, it is a challenge for control systems to provide load following capability while maintaining safe operation. To this end, this paper proposes a dynamic nonlinear model of OTBT units by incorporating superheated steam temperature dynamics. Model structure is derived from mass and energy conservation laws by using a lumped parameter method, and parameters and functions in the structure are identified by using an optimization algorithm with running data. Besides, the model proposed contains the influence of total spray water flow on steam enthalpy in separator and on superheated steam temperature. Validation results show that the proposed model has acceptable steady-state and dynamic accuracies as well as a proper physical structure, and it can be used for controller design to improve control performance.
近年来,随着可再生能源的发展,为了吸收更多的可再生能源并网发电,对中国的直燃机机组提出了提高运行灵活性的要求。然而,控制系统在保持安全运行的同时提供负载跟踪能力是一个挑战。为此,本文引入过热蒸汽温度动力学,建立了OTBT机组的非线性动态模型。采用集总参数法从质量和能量守恒定律推导出模型结构,并利用运行数据优化算法对结构中的参数和函数进行识别。此外,该模型还考虑了喷雾总流量对分离器内蒸汽焓和过热蒸汽温度的影响。验证结果表明,所提模型具有可接受的稳态和动态精度以及合理的物理结构,可用于控制器设计以提高控制性能。
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引用次数: 0
A Risk-Averse Conic Model for Networked Microgrids Planning with Reconfiguration and Reorganizations 具有重构和重组的网络化微电网规划的风险规避圆锥模型
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281914
Xiaoyu Cao, Jianxue Wang, Jianhui Wang, Bo Zeng
The advanced switching techniques enable the topology reconfiguration of microgrids in active distribution network. In this paper, we enhance and generalize the traditional reconfiguration strategy resorting to the concept of “dynamic microgrids” (i.e., the reorganization of microgrids boundaries), to achieve a higher operational feasibility against the emergency islandings. Also, a risk-averse two-stage mixed integer conic program model is presented to support the networked microgrids planning with generalized reconfiguration decisions. The microgrids capacity expansion and seasonal reconfiguration decisions are made in the first stage, and validated under stochastic islanding scenarios in the second stage, where the network operations are captured by a second-order conic program (SOCP). Furthermore, a conditional value-at-risk (CVaR) measure is involved to quantitatively control the islanding risks. By theoretically proving the strong duality of the SOCP subproblem, we develop and customize Benders decomposition method with the guaranteed finite convergence to the optimal value. Finally, numerical results on 33- and 56-bus networked microgrids validate the effectiveness of proposed reconfiguration strategy as well as planning approach. Our method demonstrates a cost-saving up to 22.56% when comparing to the traditional scheme with fixed microgrids boundaries.
先进的交换技术使有源配电网中微电网的拓扑重构成为可能。本文引入“动态微电网”概念(即微电网边界的重组),对传统重构策略进行了改进和推广,使其在应急孤岛情况下具有更高的运行可行性。同时,提出了一种风险规避型两阶段混合整数二次规划模型,以支持具有广义重构决策的网络化微电网规划。在第一阶段进行了微电网扩容和季节性重构决策,并在第二阶段进行了随机孤岛情景下的验证,其中网络运行由二阶曲线规划(SOCP)捕获。此外,还引入了条件风险值(CVaR)测度来定量控制孤岛风险。通过从理论上证明SOCP子问题的强对偶性,我们开发并定制了保证有限收敛到最优值的Benders分解方法。最后,对33总线和56总线网络化微电网进行了数值仿真,验证了重构策略和规划方法的有效性。与传统的固定微电网边界方案相比,该方案可节省22.56%的成本。
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引用次数: 0
Continuous-Trajectory Robust Unit Commitment Considering Beyond-the-Resolution Uncertainty 考虑超分辨率不确定性的连续轨迹鲁棒单元承诺
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281606
Bo Zhou, X. Ai, Jiakun Fang, W. Yao, J. Wen
To guarantee the operational security of the renewable power system, the uncertainty of renewable energy generation (REG) should be fully considered. However, the traditional robust unit commitment (RUC) cannot access the variation of REG inside the operational period. Hence, this paper proposes the continuous-trajectory (CT) RUC considering the beyond-the-resolution (BtR) uncertainty. The critical impact factors characterizing the BtR variation are analyzed, and then the BtR uncertainty is modeled. The mathematical formulation of CT-RUC is derived and shifted from the time domain to the time-dependent function space so that the optimization can be tractably solved. The comparison between traditional RUC and CT-RUC demonstrates that the consideration of the BtR uncertainty can result in a more robust solution.
为保证可再生能源发电系统的运行安全,应充分考虑可再生能源发电的不确定性。然而,传统的鲁棒单元承诺(RUC)无法访问运行周期内REG的变化。因此,本文提出了考虑超分辨率不确定性的连续轨迹(CT) RUC。分析了表征BtR变化的关键影响因素,建立了BtR不确定性模型。推导了CT-RUC的数学表达式,并将其从时域转移到时变函数空间,从而使优化问题可跟踪求解。传统RUC和CT-RUC的比较表明,考虑BtR不确定性可以得到更鲁棒的解决方案。
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引用次数: 0
Powering Electric Aircraft at O’Hare Airport: A Case Study 为奥黑尔机场的电动飞机提供动力:案例研究
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281871
Boya Hou, S. Bose, K. Haran
Electrification of aviation can potentially mitigate carbon emissions of air travel. Battery-electric and hybrid electric aircraft will impose charging requirements on airports. In this paper, we study the impacts of electrification on electricity demands at O’Hare International (ORD) airport. We consider the scenario where domestic US carriers partially adopt hybrid electric aircraft (HEA), but operate their airplanes based on current flight schedules. Under various battery technology evolution scenarios, we then compute the increase in electricity demand (both daily average and peak) to operate flights at ORD. The data analysis reveals substantial increase in airport energy demands that demands grid upgrades at airports.
航空电气化可以潜在地减少航空旅行的碳排放。电池电动和混合动力飞机将对机场施加充电要求。在本文中,我们研究电气化对奥黑尔国际机场电力需求的影响。我们考虑的情景是,美国国内航空公司部分采用混合动力飞机(HEA),但根据当前的航班时刻表运营飞机。在不同的电池技术发展情况下,我们计算了机场运营航班的电力需求增长(包括每日平均和峰值)。数据分析显示,机场能源需求大幅增加,需要机场电网升级。
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引用次数: 1
Time-domain Modeling of a Distribution System to Predict Harmonic Interaction Between PV Converters 分布式系统的时域建模以预测光伏变流器之间的谐波相互作用
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281745
G. Todeschini, S. Balasubramaniam, P. Igić
Due to the interaction converter control, pre-existing distortion and grid impedance, the harmonic levels caused by renewable energy sources (RESs) are continuously changing, and their assessment requires the use of dedicated computer models. Several time-domain models have been proposed to carry out this analysis, however, they fall short of at least one requirement: either they do not provide accurate results, or they require an excessively long simulation time. This paper presents a novel time-domain model to address the gap described above: the proposed model employs average functions and a novel switching emulator. Therefore, it is referred to as ‘average model with switching emulator’ (AMSE). The proposed model is compared with existing models, and the results indicate that the AMSE meet both requirements stated above, as it accurately represents harmonic distortion while reducing significantly the simulation time. The second part of the paper discusses mitigating solutions to harmonic amplification in systems with a high penetration of VSCs, and shows the effectiveness of using an Active Filter to reduce harmonic levels in system experiencing resonance conditions.
由于变流器控制、预先存在的失真和电网阻抗的相互作用,可再生能源引起的谐波水平是不断变化的,其评估需要使用专用的计算机模型。已经提出了几个时域模型来进行这种分析,然而,它们至少缺乏一个要求:要么它们不能提供准确的结果,要么它们需要过长的模拟时间。本文提出了一种新的时域模型来解决上述问题:该模型采用平均函数和新颖的开关仿真器。因此,它被称为“带切换仿真器的平均模型”(AMSE)。将所提出的模型与现有模型进行了比较,结果表明,AMSE既能准确地表示谐波失真,又能显著缩短仿真时间,满足了上述两个要求。论文的第二部分讨论了在vsc高渗透系统中缓解谐波放大的解决方案,并展示了在经历谐振条件的系统中使用有源滤波器降低谐波电平的有效性。
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引用次数: 0
Grid Function Virtualization for Reliable Provision of Services in Cyber-Physical Energy Systems 网络物理能源系统中可靠服务提供的网格功能虚拟化
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9282006
A. Narayan, Batoul Hage Hassan, S. Attarha, C. Krüger, D. Babazadeh, S. Lehnhoff
Provision of grid services in modern power systems is highly dependent on their automation systems for monitoring, communication and decision making. These automation systems are vital for the reliable operation of the grid during and after disruptive events. This papers explores the concept of Grid Function Virtualization (GFV) as a potential approach to enhance the operational flexibility of grid automation systems. To this end, a review on applications of virtualization in related domains including smart grids is presented. Furthermore, the GFV architecture along with its building blocks is discussed. The benefits of the proposed GFV concept in dealing with power system disruptions is then demonstrated via real time simulations with an ICT-enriched CIGRE MV benchmark grid.
现代电力系统中电网服务的提供高度依赖于其监测、通信和决策的自动化系统。这些自动化系统对于电网在中断事件期间和之后的可靠运行至关重要。本文探讨了网格功能虚拟化(GFV)的概念,作为一种潜在的方法来提高网格自动化系统的操作灵活性。为此,本文综述了虚拟化技术在智能电网等相关领域的应用。此外,本文还讨论了GFV体系结构及其构建模块。在处理电力系统中断时,所提出的GFV概念的好处将通过一个信息通信技术丰富的CIGRE MV基准电网进行实时模拟。
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引用次数: 3
A Combined Day-ahead and Real-time Scheduling Approach for Real and Reactive Power Dispatch of Battery Energy Storage 电池储能实功和无功功率调度的日前实时联合调度方法
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281982
B. Bhatti, Sarmad Hanif, M. Alam, T. Mcdermott, P. Balducci
A combined day-ahead (look-ahead) and real-time optimization approach is proposed to schedule Battery Energy Storage System (BESS) real and reactive power dispatch. The look ahead scheduling agent maximizes profit and essentially performs the function of energy arbitrage by looking at forecasted prices, network constraints and BESS operating conditions to generate real power dispatch schedule. While this schedule is followed, the real time optimization agent computes an optimum reactive power set-point (for a particular objective function) using optimal power flow framework. The concepts are implemented by co-simulation of the legacy tools and demonstrated on a large real-world distribution system. In addition to the profits from energy arbitrage, optimum reactive power set point computation results in achieving desirable network attributes like flat voltage profiles and minimizing voltage deviations from desired value.
针对电池储能系统(BESS)的实功和无功调度问题,提出了一种超前和实时相结合的优化调度方法。前瞻性调度代理通过查看预测电价、电网约束和BESS运行情况,生成真实的电力调度计划,实现利润最大化,实质上是实现能源套利功能。当此调度被遵循时,实时优化代理使用最优潮流框架计算最优无功设定点(针对特定目标函数)。这些概念通过对遗留工具的联合仿真来实现,并在一个大型的真实分布系统上进行了演示。除了从能源套利中获利外,最优无功设定点计算的结果是获得理想的网络属性,如平坦的电压分布和最小化电压与期望值的偏差。
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引用次数: 7
Charging Station Planning to Maximize Extra Load Hosting Capacity in Unbalanced Distribution System 不平衡配电系统中充电站规划的额外负荷承载能力最大化
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281769
Lusha Wang, J. Kwon, Omer Verbas, A. Rousseau, Zhi Zhou
The distribution system operation and planning are facing a great challenge from the increasing penetration of electric vehicles, especially in case of large amount of aggregated simultaneously charging load at public charging stations. This paper proposes a comprehensive planning method for allocating charging stations with a minimum impact on distribution system hosting capacity while satisfying public charging demand with reasonable travel distance and investment cost. A new concept of extra load hosting capacity (ELHC) is proposed to evaluate the maximum extra load that the system can absorb without operational violations. The EV charging demand is estimated using a transportation simulation tool with real-world data. The distribution system is modeled with a linear three-phase branch flow model that captures the multi-phase and unbalance of a distribution system. The planning problem is formulated as a mixed-integer linear programming (MILP) problem and is validated on the IEEE 123 node test feeder together with real-world Illinois transportation network data.
随着电动汽车的日益普及,特别是在公共充电站同时充电负荷较大的情况下,配电系统的运行和规划面临着巨大的挑战。本文提出了一种综合规划方法,以合理的行程距离和投资成本,在满足公众充电需求的同时,对配电系统承载能力的影响最小。提出了额外负载承载能力(ELHC)的新概念,用于评估系统在不违反操作的情况下所能承受的最大额外负载。使用交通模拟工具和真实世界数据估计电动汽车充电需求。用线性三相支路流模型对配电系统进行了建模,该模型反映了配电系统的多相性和不平衡性。该规划问题被表述为一个混合整数线性规划(MILP)问题,并在IEEE 123节点测试馈线和真实的伊利诺伊州交通网络数据上进行了验证。
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引用次数: 6
Computationally Efficient Formulations for Fault Isolation and Service Restoration in Distribution Systems 配电系统故障隔离与业务恢复的高效计算公式
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281409
M. Hosseini, M. Parvania
This paper proposes two computationally efficient mixed integer optimization models, in quadratic-constrained (QC) and linear forms, for optimal real-time fault isolation and service restoration (FISR) in distribution systems. The proposed models integrate an efficient integer programming formulation to model the automated switching operation, which use only one set of binary variables, and therefore are suitable to use in real-time switching application because of their relatively lower computational burden. The proposed models are implemented on the 32-bus and 123-bus test distribution systems under multiple fault scenarios in order to compare their accuracy and speed of computations. The simulations results show that the linear model can provide FISR solutions in almost real-time, with an acceptable accuracy compared to the QC model.
针对配电系统的实时故障隔离与服务恢复问题,提出了两种计算效率高的二次约束和线性混合整数优化模型。该模型集成了一个有效的整数规划公式来模拟自动切换操作,该模型只使用一组二进制变量,因此由于其相对较小的计算负担而适合用于实时切换应用。在32总线和123总线测试配电系统的多种故障场景下,比较了所提模型的计算精度和速度。仿真结果表明,与QC模型相比,线性模型几乎可以实时地提供FISR解,并且具有可接受的精度。
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引用次数: 5
Harnessing Flexibility from Energy Storage and Turndown Capability of Generating Units 利用发电机组储能和调节能力的灵活性
Pub Date : 2020-08-02 DOI: 10.1109/PESGM41954.2020.9281992
S. Yamujala, Anjali Jain, R. Bhakar, Jyotirmay Mathur, Priyanka Kushwaha
Flexibility in operations is gaining importance to facilitate large share of renewable energy sources in generation mix. Various resources and market-based ramp products are practiced for enhancing system flexibility. This work aims at modelling such flexible ramp products from conventional units and Energy storage systems, especially pumped hydro energy storage and battery energy storage systems. The paper further presents a techno-economic analysis of two flexibility enhancement methodologies-Energy storage systems and lower technical minimum of generating units. A MILP based scheduling problem with a 15-minute temporal day-ahead security constrained unit commitment and a 5-minute temporal real-time security constrained economic dispatch is formulated with FRP procurement decisions in day-ahead scheduling for the studies. Effectiveness of proposed model is studied on IEEE RTS 24 bus system using GAMS 24.2.3. Results show that integration of ESS coupled with lower technical minimum of conventional units would enhance market efficiencies and system reliability.
为了促进可再生能源在发电组合中占有更大份额,操作的灵活性正变得越来越重要。运用各种资源和市场化斜坡产品,增强系统灵活性。这项工作的目的是模拟这种灵活的斜坡产品,从传统的单位和储能系统,特别是抽水蓄能和电池储能系统。本文进一步对储能系统和降低发电机组技术最小值两种增强柔性的方法进行了技术经济分析。提出了一种基于MILP的调度问题,该问题具有15分钟时间日前安全约束的单位承诺和5分钟时间实时安全约束的经济调度,并结合FRP采购决策在日前调度中进行了研究。在基于GAMS 24.2.3的IEEE RTS 24总线系统上研究了该模型的有效性。结果表明,集成ESS与降低常规机组的最低技术要求相结合,将提高市场效率和系统可靠性。
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引用次数: 0
期刊
2020 IEEE Power & Energy Society General Meeting (PESGM)
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