← 返回
联合机会约束经济调度中涉及频率相关逆变器控制与调节备用分配的协同优化
Joint Chance-constrained Economic Dispatch Involving Joint Optimization of Frequency-related Inverter Control and Regulation Reserve Allocation
| 作者 | Ye Tian1Zhengshuo Li1Wenchuan Wu2Miao Fan3 |
| 期刊 | 中国电机工程学会热电联产 |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 45 卷 第 3 期 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 下垂控制 工商业光伏 可靠性分析 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | Ye Tian Zhengshuo Li Wenchuan Wu Miao Fan 中国电机工程学会电力与能源系统学报(英文版) CSEE Journal of Power and Energy Systems |
语言:
中文摘要
高比例波动性基于逆变器的可再生能源接入使电力系统的不确定性与频率安全问题日益突出,亟需在经济调度中综合考虑不确定性及频率相关约束。现有研究较少协同优化逆变器快速调节控制参数(如虚拟惯量和下垂系数)与其他可调度资源以提升系统频率安全性与调度可靠性。本文提出一种联合机会约束经济调度模型,协同优化频率相关的逆变器控制、上下调备用及基点功率,以最小化总运行成本。模型综合考虑火电机组、可调度逆变器资源及储能,协调(虚拟)惯量、备用分配与基点功率,并采用联合机会约束保障系统可靠性。此外,针对传统样本平均近似(SAA)方法计算负担重的问题,提出新型混合SAA(MSAA)方法,将原难解模型转化为可高效求解的线性模型。算例验证了所提模型的有效性,且MSAA相比传统SAA可节省近90%计算时间。
English Abstract
The issues of uncertainty and frequency security become significantly serious in power systems with the high penetration of volatile inverter-based renewables(IBRs),which makes it necessary to consider the uncertainty and frequency-related constraints in the economic dispatch(ED)programs.However,existing ED studies rarely proactively optimize the control parameters of inverter-based resources related to fast regulation(e.g.,virtual inertia and droop coefficients)in co-operation with other dispatchable resources to improve the system frequency security and dispatch reliability.This paper proposes a joint chance-constrained economic dispatch model that jointly optimizes the frequency-related inverter control,the system up/down reserves,and base-point power for the minimal total operational cost.In the proposed model,multiple dispatchable resources,including thermal units,dispatchable IBRs,and energy storage,are considered,and the(virtual)inertias,the regulation reserve allocations,and base-point power are coordinated.To ensure the system reliability,the joint chance-constraint formulation is also adopted.Additionally,since the traditional sample average approximation(SAA)method imposes a huge computational burden,a novel mix-SAA(MSAA)method is proposed to transform the original intractable model into a linear model that can be efficiently solved via commercial solvers.The case studies validate the satisfactory efficacy of the proposed ED model and demonstrate that the MSAA can save nearly 90%calculation time compared with the traditional SAA.
S
SunView 深度解读
该联合机会约束经济调度技术对阳光电源ST系列储能变流器和PowerTitan大型储能系统具有重要应用价值。研究提出的虚拟惯量与下垂系数协同优化方法,可直接应用于阳光电源构网型GFM控制和虚拟同步机VSG技术的参数自适应调整,提升储能系统频率支撑能力。所提MSAA算法可集成到iSolarCloud云平台,实现储能系统在高比例新能源场景下的实时经济调度与备用优化配置,显著降低运行成本。该技术为阳光电源SG系列光伏逆变器与ST储能系统的协同控制提供理论支撑,特别是在工商业光伏+储能场景中,通过优化虚拟惯量和备用分配策略,可提升系统可靠性并节省近90%计算时间,增强产品市场竞争力。