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考虑光储系统的输配电网能量-灵活性市场两阶段分布式出清方法
Considering the Energy-Flexible Market Two-Stage Distributed Clearing Method of Transmission and Distribution Network for Optical Storage System
【目的】 随着配电网内灵活性资源的不断增加,配电网可以通过参与灵活性市场为输电网(transmission network,TN)提供有功、无功灵活性。为充分挖掘配电网灵活性资源,提出一种考虑光储系统的输配电网能量-灵活性市场两阶段分布式出清方法,以提升电网的运行灵活性。【方法】 首先,综合考虑能量市场、有功与无功灵活性市场机制,构建光储系统模型,分析其有功、无功支撑潜力;其次,以总体经济性最优为目标函数,构建考虑光储系统的输配电网能量-灵活性市场两阶段出清模型;再次,为了在计算过程中保持输电网与配电网信息的私密性,基于交替方向乘子法对所提出的两阶段市场出清模型进行分布式迭代求解;最后,通过IEEE 30节点输电网与2个33节点配电网耦合的测试系统对所提考虑光储系统的输配电网能量-灵活性市场两阶段分布式出清方法进行分析、验证。【结果】 研究结果表明,当配电系统运营商(distribution system operator,DSO)能够参与到灵活性市场交易时,TN中有功、无功灵活性资源购买成本减少了7.93%,灵活性供需平衡指标IFSD由4.021提升到5.736。【结论】 所提方法能够提高系统运行经济性,有效降低系统购买有功、无功灵活性的总成本,为系统稳定运行提供一定的支持。此外,主动配电网(active distribution network,ADN)可以通过网内存在的大量有功、无功灵活性资源向输电系统运营商(transmission system operator,TSO)提供一定的有功、无功灵活性,从而提高ADN的收益,有助于实现全网灵活性资源优化配置。
[Objective] With the continuous increase of flexibility resources in distribution networks, they can now participate in flexibility markets to provide active and reactive power flexibility support for transmission networks (TN). This study thoroughly explored flexibility resources in distribution networks and proposes a two-stage distributed energy-flexibility market-clearing method for transmission-distribution networks, considering photovoltaic storage systems to enhance grid operational flexibility. [Methods] First, a PV storage system model was constructed by integrating energy market mechanisms with active and reactive power flexibility market mechanisms and analyzing its potential for active and reactive power support. Second, a two-stage market-clearing model for transmission-distribution networks was developed with the objective of maximizing the overall economic efficiency. Third, to preserve the privacy of the TN and distribution network information during computation, the proposed model was solved using the Alternating Direction Method of Multipliers (ADMM). Finally, the method was validated using a test system that couples an IEEE 30-bus transmission network with two 33-bus distribution networks. [Results] The results show that when distribution system operators (DSO) participate in flexibility market transactions, the procurement costs for active and reactive flexibility resources in the TN decrease by 7.93% and the flexibility supply-demand balance index improves from 4.021 to 5.736. [Conclusions] The proposed method enhances the economic efficiency of the system, effectively reduces the total cost of procuring active and reactive flexibilities, and supports operational stability. Additionally, active distribution networks (ADN) can leverage their abundant active and reactive flexibility resources to provide flexibility services to transmission system operators (TSO), thereby increasing ADN revenue and enabling the optimal allocation of flexibility resources across the grid. This study demonstrates the feasibility of coordinated flexibility trading between transmission and distribution networks under high renewable energy penetration conditions.
输配协同 / 有功灵活性 / 无功灵活性 / 光储系统 / 两阶段优化 / 分布式方法
transmission system-distribution system coordination / active flexibility / reactive flexibility / photovoltaic-storage system / two-stage optimization / distributed method
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A large proportion of distributed generation and electric vehicles are connected to distribution station areas. This results in several problems, such as insufficient hosting capacity, unbalanced load rates, and out-of-limit voltage. The flexible interconnection of the station areas is an effective solution to these problems. This paper proposes a master-slave game planning model for the flexible interconnection of distribution station areas, considering economic and power supply capacities. The proposed model considers economic decision-making as the main player and power supply capacity decision-making as the subordinate player, jointly participating in the planning decision-making process. First, a power flow model of the substation area is established using a DC bus-segmented chain flexible interconnection structure. Subsequently, a planning model based on a master-slave game is established. The interconnection schemes and installed capacity of the interconnected devices are used as the main player strategy, the minimum annual comprehensive cost is the payment. The load apparent power of the substation areas is used as the subordinate player strategy, and the maximum power-supply capacity under N-0 security constraints is the payment. The power-flow constraints of the substation areas operation are considered in the model. The particle swarm optimization algorithm is used to solve this problem. Finally, an IEEE-33 node distribution network connected to a high proportion of photovoltaic power generation in the substation area is analyzed. The results show that the proposed model can balance the operational economy and power supply capacity of the system. |
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低压用户侧大量分布式光伏和储能接入有利于可再生能源发电就地消纳,然而,低压用户与中压配电网分属不同利益主体,其相互之间的运行优化指标往往存在冲突。为此,提出一种高渗透率分布式光伏和储能接入的中低压配电网多目标分布式协调优化运行策略,考虑中低压配电网潮流约束,分别以配电网总成本及多台区负载率差异最小、低压配电网储能运行成本最小和光伏消纳率最大为目标,构建中、低压配电网优化模型,并采用熵权法对中低压配电网优化目标进行加权,建立中低压配电网协调优化模型;基于交替方向乘子法(alternating direction method of multipliers,ADMM),推导了求解协调优化模型的中、低压配电网迭代优化目标函数形式,设计了中、低压配电网协调优化策略,中压配电网通过影子价格迭代不断引导低压配电网用户调整分布式电源出力,仅通过少量边界信息交换实现中低压配电网多目标协调优化运行。最后,选取IEEE 33-7节点标准算例系统进行测试,证明了所提中低压配电网多目标分布式优化运行策略的有效性及可行性。
The access to substantial distributed photovoltaic and energy storage resources on the low-voltage user side is conducive to the local consumption of renewable energy power generation. However, low-voltage users and medium-voltage distribution networks are different stakeholders, and their operation optimization indicators often conflict with each other. Therefore, a multi-objective distributed coordinated optimization operation strategy for medium- and low-voltage distribution networks with high-permeability distributed photovoltaic and energy storage resource access is proposed. Considering the power flow constraints of the medium- and low-voltage distribution networks, an optimization model of the medium- and low-voltage distribution networks is established with the objectives of minimizing the total cost of the distribution network, load rate difference among multiple stations, and energy storage operation cost of the low-voltage distribution network and maximizing the photovoltaic absorption rate. The optimization objectives of the medium- and low-voltage distribution networks are weighted by the entropy weight method. Based on the alternating direction method of multipliers (ADMM), the objective function form of iterative optimization for medium- and low-voltage distribution networks is derived to solve the coordinated optimization model, and a coordinated optimization strategy for medium- and low-voltage distribution networks is designed. The medium-voltage distribution network continuously guides the users of low-voltage distribution networks to adjust the output of distributed power sources through shadow price iterations and realizes the multi-objective coordinated optimization operation of medium- and low-voltage distribution networks through a minimal exchange of boundary information. Finally, the effectiveness and feasibility of the proposed multi-objective distributed optimization operation strategy for medium- and low-voltage distribution networks is verified using the IEEE 33-7 node standard example system. |
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