Parameterising Local Reactive Power Control Characteristics of Distributed Energy Resources Through Time Series Based Optimal Power Flow Calculations

IF 2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Manuel Schwenke, Jutta Hanson
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引用次数: 0

Abstract

This paper presents a method for determining local reactive power control characteristics for distributed energy resources. Based on historical time series, an optimal reactive power dispatch is calculated. The optimal reactive power dispatch minimises a multi-criteria objective function that allows the reduction of grid losses while complying with a desired vertical reactive power exchange with the overlaid grid and with operational constraints. From the resulting optimal operating points, individual reactive power control characteristics can be determined by piecewise linear regression and then be clustered to reduce the complexity of the grid planning process. The method thus allows the integration of the information contained in the historical time series on the volatile power flow behaviour and offers the possibility of systematic parameter determination. In contrast, conventional grid planning uses empirical values or conservative estimates. In contrast to offline or online optimisations during operation; however, no real-time capable information and communication infrastructure is required. To validate the performance of the method, operation with the cluster control characteristics is compared with offline optimisation and simple parameterisation approaches for local reactive power control characteristics.

Abstract Image

基于时间序列的最优潮流计算参数化分布式能源局部无功控制特性
提出了一种确定分布式能源局部无功控制特性的方法。基于历史时间序列,计算出最优无功调度。最佳无功功率调度最大限度地减少了多标准目标函数,该函数允许减少电网损失,同时符合与覆盖电网和运行约束的所需垂直无功功率交换。从得到的最优工作点出发,通过分段线性回归确定各个无功控制特性,然后进行聚类,降低电网规划过程的复杂性。因此,该方法允许将包含在历史时间序列中的关于不稳定潮流行为的信息集成,并提供系统参数确定的可能性。相比之下,传统的电网规划使用经验值或保守估计。与运行期间的离线或在线优化相比;但是,不需要具有实时能力的信息和通信基础设施。为了验证该方法的性能,将具有集群控制特性的运行与离线优化和简单参数化方法的局部无功控制特性进行了比较。
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来源期刊
Iet Generation Transmission & Distribution
Iet Generation Transmission & Distribution 工程技术-工程:电子与电气
CiteScore
6.10
自引率
12.00%
发文量
301
审稿时长
5.4 months
期刊介绍: IET Generation, Transmission & Distribution is intended as a forum for the publication and discussion of current practice and future developments in electric power generation, transmission and distribution. Practical papers in which examples of good present practice can be described and disseminated are particularly sought. Papers of high technical merit relying on mathematical arguments and computation will be considered, but authors are asked to relegate, as far as possible, the details of analysis to an appendix. The scope of IET Generation, Transmission & Distribution includes the following: Design of transmission and distribution systems Operation and control of power generation Power system management, planning and economics Power system operation, protection and control Power system measurement and modelling Computer applications and computational intelligence in power flexible AC or DC transmission systems Special Issues. Current Call for papers: Next Generation of Synchrophasor-based Power System Monitoring, Operation and Control - https://digital-library.theiet.org/files/IET_GTD_CFP_NGSPSMOC.pdf
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