Aggregate Operation Method of Adjustable Power Domain for Technical Virtual Power Plant Based on Cost-Benefit Analysis

IF 2 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Haibo Zhang, Yunfei Chu, Huilai Chen
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引用次数: 0

Abstract

Technical virtual power plant (TVPP) must calculate and represent the flexibilities of all distributed energy resources (DERs) in a concise and compact form so as to provide various ancillary services to power systems more efficiently. This paper chooses adjustable power domain (APD) to represent the flexibilities of all DERs. In particular, it also analyses the influence of multiple uncertainties on TVPP's economy during the aggregation process of APD. Firstly, the generator-like model is selected to quantify the aggregate flexibility of TVPP, and the model parameters are solved quickly by equivalent linear programming problems. Secondly, the uncertainties from renewable energy's power supply and power system's dispatching instruction are modelled using probability distribution and confidence interval, respectively. Thirdly, after accounting for the influence from multiple uncertainties on TVPP's APD, this paper establishes the two-stage robust aggregate operation model based on cost-benefit analysis, which is solved by a column-and-constraint generation (C&CG) algorithm. Finally, an example is given to verify the effectiveness of the proposed aggregate operation method on ensuring flexibility, reliability and economy of TVPP.

基于成本效益分析的技术虚拟电厂可调功率域聚合运行方法
技术虚拟电厂必须以简洁、紧凑的形式计算和表示所有分布式能源的灵活性,以便更高效地为电力系统提供各种辅助服务。本文选择可调功率域(APD)来表示所有der的灵活性。特别分析了APD聚集过程中多重不确定性对TVPP经济的影响。首先,选择类发电机模型量化TVPP的总体柔性,并利用等效线性规划问题快速求解模型参数;其次,分别采用概率分布和置信区间对可再生能源供电和电力系统调度指令的不确定性进行建模;第三,在考虑了多个不确定性因素对TVPP APD的影响后,建立了基于成本效益分析的两阶段鲁棒聚合运行模型,并采用列约束生成(C&;CG)算法进行求解。最后通过算例验证了所提出的综合调度方法在保证TVPP的灵活性、可靠性和经济性方面的有效性。
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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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