The Group Acceleration Technology of Power Grid Mode Calculation Adapted to Power Generation Production Simulation

A grouping acceleration principle is proposed to address the challenge of using traditional serial and parallel computing structures to significantly improve computational efficiency in production simulation calculations. This principle is used to process massive power grid calculations after production simulation. Firstly, the existing power generation production simulation is used to transform the ground state method based on the hourly output of power generation load balance data throughout the year, forming a task queue. Based on the computing resource capacity, it is divided into multiple subgroups to form a task matrix. Secondly, a bidirectional matrix parallel computing structure is constructed using multiple computing tasks within each subgroup and the split subgroups as units. Finally, parallel computing in both directions was initiated and completed, achieving a significant improvement in the computational efficiency of production simulation methods.

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Publication Details

Published
2024-11-29
DOI
https://doi.org/10.1109/ei264398.2024.10991867
Primary Topic
Power Systems and Renewable Energy
Type
article
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The Group Acceleration Technology of Power Grid Mode Calculation Adapted to Power Generation Production Simulation

Junkuo Li, Jiahui Tian, Xuetao Yang, Luo Wang et al.
Power Systems and Renewable Energy
article

The Group Acceleration Technology of Power Grid Mode Calculation Adapted to Power Generation Production Simulation

Junkuo Li, Jiahui Tian, Xuetao Yang, Luo Wang, Kaixin Liu, Kailin Zhao
article en

Abstract

A grouping acceleration principle is proposed to address the challenge of using traditional serial and parallel computing structures to significantly improve computational efficiency in production simulation calculations. This principle is used to process massive power grid calculations after production simulation. Firstly, the existing power generation production simulation is used to transform the ground state method based on the hourly output of power generation load balance data throughout the year, forming a task queue. Based on the computing resource capacity, it is divided into multiple subgroups to form a task matrix. Secondly, a bidirectional matrix parallel computing structure is constructed using multiple computing tasks within each subgroup and the split subgroups as units. Finally, parallel computing in both directions was initiated and completed, achieving a significant improvement in the computational efficiency of production simulation methods.

North China Electric Power University (CN), State Grid Corporation of China (China) (CN), China Electric Power Research Institute
Affordable and clean energy
Openalex Percentile: Top 61%
Power Systems and Renewable Energy
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The Group Acceleration Technology of Power Grid Mode Calculation Adapted to Power Generation Production Simulation — Junkuo Li, Jiahui Tian, et al. · (2024) | TGRS Research Map | TGRS