A Hybrid AC/DC Grid Optimal Dispatch Method Considering Total Transfer Capability Constraints

This paper proposes a hybrid AC/DC grid dispatch method considering total transfer capability (TTC) constraints of transmission sections. A TTC calculation method combining optimal power flow (OPF) and repetitive power flow (RPF), OPF-RPF, is used to generate operational sample data. The samples are trained by the LightGBM (Light Gradient Boosting Machine) model. By solving the grid day-ahead optimization dispatch problem and conducting TTC verification iteratively, the dispatch plan that meets TTC constraints is finally obtained. Effectiveness of the method is validated on a hybrid AC/DC grid consisting of a 10-bus AC grid and a 4-bus flexible DC grid. Results show that the proposed method can ensure the secure and stable operation of the power system.

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Publication Details

Published
2024-11-06
DOI
https://doi.org/10.1109/scems63294.2024.10756419
Primary Topic
Microgrid Control and Optimization
Type
article
Field-Weighted Citation Impact
0.00

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A Hybrid AC/DC Grid Optimal Dispatch Method Considering Total Transfer Capability Constraints

Shanying Li, Zechun Hu, Yian Yan, Yining Yang et al.
Microgrid Control and Optimization
article

A Hybrid AC/DC Grid Optimal Dispatch Method Considering Total Transfer Capability Constraints

Shanying Li, Zechun Hu, Yian Yan, Yining Yang, Feng Zhao
article en

Abstract

This paper proposes a hybrid AC/DC grid dispatch method considering total transfer capability (TTC) constraints of transmission sections. A TTC calculation method combining optimal power flow (OPF) and repetitive power flow (RPF), OPF-RPF, is used to generate operational sample data. The samples are trained by the LightGBM (Light Gradient Boosting Machine) model. By solving the grid day-ahead optimization dispatch problem and conducting TTC verification iteratively, the dispatch plan that meets TTC constraints is finally obtained. Effectiveness of the method is validated on a hybrid AC/DC grid consisting of a 10-bus AC grid and a 4-bus flexible DC grid. Results show that the proposed method can ensure the secure and stable operation of the power system.

State Grid Corporation of China (China) (CN), Tsinghua University (CN)
Science and Technology Project of State Grid
Affordable and clean energy
Openalex Percentile: Top 75%
Microgrid Control and Optimization
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A Hybrid AC/DC Grid Optimal Dispatch Method Considering Total Transfer Capability Constraints — Shanying Li, Zechun Hu, et al. · (2024) | TGRS Research Map | TGRS