← 返回
分层协调控制策略提升储能系统在二次调频中的性能
Hierarchical Coordinated Control Strategy for Enhanced Performance of Energy Storage System in Secondary Frequency Regulation
| 作者 | Jiajie Xiao · Peiqiang Li · Zhiyu Mao · Chunming Tu |
| 期刊 | IEEE Transactions on Sustainable Energy |
| 出版日期 | 2025年2月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 SiC器件 调峰调频 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 二次频率调节 储能系统 分层协调控制策略 功率分配策略 荷电状态优化 |
语言:
中文摘要
本文提出一种分层协调控制策略,以提升储能系统(ESS)在二次频率调节(SFR)中的整体性能。该策略包含系统层、ESS运行层和协调控制层。系统层建立多区域互联系统的频率响应模型,通过功率分配因子的灵敏度分析揭示ESS与常规机组在SFR中时序性、调节深度及作用机理,并提出基于灵敏度的自适应功率分配策略,在减轻ESS功率负担的同时改善SFR效果并维持荷电状态(SOC)。ESS运行层采用单调充放电策略,将ESS功能解耦以降低频繁启停导致的寿命衰减。协调控制层结合功率预测与ESS运行状态,提出基于双输入模糊控制(DIFC)的SOC优化策略,通过模糊规则动态修正功率分配因子,确保ESS在各种工况下均具备双向调节能力。算例验证了该策略在不同场景下的SFR综合性能。
English Abstract
This paper presents a hierarchical coordinated con-trol strategy designed to enhance the overall performance of the energy storage system (ESS) in secondary frequency regulation (SFR). The strategy includes three layers: the system layer, the ESS operation layer, and the coordination control layer. In the system layer, a detailed frequency response model of the multi-area interconnected system is developed. The intrinsic mech-anisms of timing, depth, and the effect of ESS and conventional generating unit (CGU) in SFR are revealed through the sen-sitivity analysis of the power allocation factor. Furthermore, a sensitivity-based adaptive power allocation strategy for ESS and CGU is proposed, which improves the SFR effect while reducing the ESS power and maintaining the state of charge (SOC). In the ESS operation layer, the ESS is divided into two components for integration, employing a monotonic charge-discharge strategy to reduce lifetime degradation caused by frequent charging and discharging, thereby enhancing operational efficiency. In the coordination control layer, considering the power prediction and the ESS operating state, a SOC optimization strategy based on the double-input fuzzy control (DIFC) is proposed. It further dynamically corrects the power allocation factor based on fuzzy rules, optimizing the SOC level to ensure the bidirectional SFR capability of ESS under all conditions. The case studies validate the overall SFR performance of the proposed strategy with different scenarios.
S
SunView 深度解读
该分层协调控制策略对阳光电源ST系列储能变流器和PowerTitan大型储能系统在电网调频应用中具有重要价值。其自适应功率分配策略可优化ST储能系统的AGC响应逻辑,通过灵敏度分析动态调整储能与火电机组的功率分担比例,降低储能系统频繁充放电压力,延长电池寿命。单调充放电策略与双输入模糊控制的SOC优化方法可直接集成到阳光电源储能EMS能量管理系统中,确保储能系统在参与二次调频时保持合理SOC区间,增强双向调节能力。该技术与阳光电源现有的VSG虚拟同步机控制、构网型GFM控制形成互补,提升储能系统在新型电力系统中的调频性能和经济效益,特别适用于独立储能电站和新能源配储场景。