Two-Stage Robust Optimization for Transmission Network Expansion Planning Considering N-K Security Criterion

Considering the impact of extreme weather on the reliability of the power system is of great significance and value. First, the N-k uncertainty set is defined to describe the fault scenarios of generators and transmission lines. Next, the objective function and constraints of the transmission network expansion model are provided. The objective of the two-stage robust optimization planning model is a min-max-min problem. Therefore, the Column and Constraint Generation (C&CG) algorithm is used to solve the problem, iteratively obtaining the global optimal solution of the model. Finally, case study verifies the effectiveness of the transmission network source-network coordinated two-stage robust optimization planning model, demonstrating that it can achieve economic objectives while incorporating the reliability of transmission network planning and operation.

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Publication Details

Published
2025-03-28
DOI
https://doi.org/10.1109/aeees64634.2025.11019829
Primary Topic
Electric Power System Optimization
Type
article
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Two-Stage Robust Optimization for Transmission Network Expansion Planning Considering N-K Security Criterion

Fei Mei, Yuting Ding, Shuai Wang, Jianyong Zheng et al.
Electric Power System Optimization
article

Two-Stage Robust Optimization for Transmission Network Expansion Planning Considering N-K Security Criterion

Fei Mei, Yuting Ding, Shuai Wang, Jianyong Zheng, Yuhan Yin, Kangli Wu
article en

Abstract

Considering the impact of extreme weather on the reliability of the power system is of great significance and value. First, the N-k uncertainty set is defined to describe the fault scenarios of generators and transmission lines. Next, the objective function and constraints of the transmission network expansion model are provided. The objective of the two-stage robust optimization planning model is a min-max-min problem. Therefore, the Column and Constraint Generation (C&CG) algorithm is used to solve the problem, iteratively obtaining the global optimal solution of the model. Finally, case study verifies the effectiveness of the transmission network source-network coordinated two-stage robust optimization planning model, demonstrating that it can achieve economic objectives while incorporating the reliability of transmission network planning and operation.

Hohai University (CN), Southeast University (CN)
Openalex Percentile: Top 89%
Electric Power System Optimization
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Two-Stage Robust Optimization for Transmission Network Expansion Planning Considering N-K Security Criterion — Fei Mei, Yuting Ding, et al. · (2025) | TGRS Research Map | TGRS