Model Simplification and Time Complexity Reducing Method For Security and Stability Control Systems

The interconnection of ultra-high voltage (UHV) alternating current (AC) and direct current (DC) systems across the region has resulted in a closer electrical integration within the grid. As a result, the security and stability control system (SSCS) is characterized by an increased number of control objects, an expanded control range, and a strong coupling with the dynamics of the power grid. To address the challenges of limited flexibility in experimental platforms, high computational costs, and significant consumption of experimental resources associated with traditional SSCS simulation, this paper proposes a method for functional module equivalence and strategy device aggregation. This approach simplifies the inputs of fault constraint models and merges the action space, thereby preserving the system's operational characteristics. The architecture of the SSCS post-equivalence and enhancements to keyword matching technology based on a multi-branch tree data structure in the strategy searching technique are described in detail, further demonstrating the effectiveness of the simplified method and improvements in computational efficiency.

Authors

Publication Details

Published
2024-10-25
DOI
https://doi.org/10.1109/appeec61255.2024.10922228
Primary Topic
Real-time simulation and control systems
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
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article

Model Simplification and Time Complexity Reducing Method For Security and Stability Control Systems

Qitao Liu, Fan Jian, Jianbing Xu, Manli Li
Real-time simulation and control systems
article

Model Simplification and Time Complexity Reducing Method For Security and Stability Control Systems

Qitao Liu, Fan Jian, Jianbing Xu, Manli Li
article en

Abstract

The interconnection of ultra-high voltage (UHV) alternating current (AC) and direct current (DC) systems across the region has resulted in a closer electrical integration within the grid. As a result, the security and stability control system (SSCS) is characterized by an increased number of control objects, an expanded control range, and a strong coupling with the dynamics of the power grid. To address the challenges of limited flexibility in experimental platforms, high computational costs, and significant consumption of experimental resources associated with traditional SSCS simulation, this paper proposes a method for functional module equivalence and strategy device aggregation. This approach simplifies the inputs of fault constraint models and merges the action space, thereby preserving the system's operational characteristics. The architecture of the SSCS post-equivalence and enhancements to keyword matching technology based on a multi-branch tree data structure in the strategy searching technique are described in detail, further demonstrating the effectiveness of the simplified method and improvements in computational efficiency.

State Grid Corporation of China
Openalex Percentile: Top 64%
Real-time simulation and control systems
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