Integrated robust generation and transmission network expansion planning considering time duration uncertainty

IF 3.3 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Electric Power Systems Research Pub Date : 2024-11-22 DOI:10.1016/j.epsr.2024.111269
Fawzy A. Bukhari, Khalid A. Alnowibet
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Abstract

This study presents an integrated generation and transmission network expansion planning (GTEP) model to identify the optimal size and site of generators and lines. Electricity load and production capacity uncertainties are managed using robust optimization (RO), resulting in a robust GTEP problem. Another crucial uncertainty is the load block's time duration (LBTD), which has been thoroughly ignored in planning studies. Thus, this paper constructs a robust GTEP model that captures the uncertainty of LBTD using RO. The formulation forms a trilevel structure representing the investment and operational decisions in the first and third levels and the uncertainty realizations in the second. To solve the trilevel framework, the primal Benders decomposition (PBD) is first employed to divide the model into a master problem (MP) and a subproblem (SP). Due to including LBTD uncertainty, the subproblem cannot be solved for each load block, leading to a large optimization problem. Hence, the dual Benders decomposition (DBD) is applied to decompose the SP into an MP and several SPs. This way, the SPs can be solved independently for each load block. The proposed robust GTEP model is validated using a standard power system to show the method's efficiency.
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考虑时间长度不确定性的稳健发电和输电网络扩展综合规划
本研究提出了一个综合发电和输电网络扩展规划(GTEP)模型,以确定发电机和线路的最佳规模和选址。电力负荷和生产能力的不确定性通过鲁棒优化(RO)进行管理,从而产生一个鲁棒的 GTEP 问题。另一个关键的不确定性是负荷块的持续时间 (LBTD),这在规划研究中一直被忽视。因此,本文构建了一个鲁棒 GTEP 模型,利用 RO 捕获 LBTD 的不确定性。该模型形成了一个三层结构,第一层和第三层代表投资和运营决策,第二层代表不确定性的实现。为了解决三层框架,首先采用了原始本德斯分解法(PBD),将模型分为主问题(MP)和子问题(SP)。由于包括 LBTD 的不确定性,子问题无法针对每个负载块进行求解,从而导致了一个庞大的优化问题。因此,采用对偶本德斯分解法(DBD)将 SP 分解为一个 MP 和多个 SP。这样,每个负载区块的 SP 都可以独立求解。所提出的鲁棒 GTEP 模型使用标准电力系统进行了验证,以显示该方法的效率。
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来源期刊
Electric Power Systems Research
Electric Power Systems Research 工程技术-工程:电子与电气
CiteScore
7.50
自引率
17.90%
发文量
963
审稿时长
3.8 months
期刊介绍: Electric Power Systems Research is an international medium for the publication of original papers concerned with the generation, transmission, distribution and utilization of electrical energy. The journal aims at presenting important results of work in this field, whether in the form of applied research, development of new procedures or components, orginal application of existing knowledge or new designapproaches. The scope of Electric Power Systems Research is broad, encompassing all aspects of electric power systems. The following list of topics is not intended to be exhaustive, but rather to indicate topics that fall within the journal purview. • Generation techniques ranging from advances in conventional electromechanical methods, through nuclear power generation, to renewable energy generation. • Transmission, spanning the broad area from UHV (ac and dc) to network operation and protection, line routing and design. • Substation work: equipment design, protection and control systems. • Distribution techniques, equipment development, and smart grids. • The utilization area from energy efficiency to distributed load levelling techniques. • Systems studies including control techniques, planning, optimization methods, stability, security assessment and insulation coordination.
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