Scalable and Real-Time Power System Simulation Based on Heterogeneous CPU-FPGA Co-operation

With the increasing integration of renewable energy devices, modern power systems have become complex, exhibiting diverse circuit topologies. Existing FPGA-based accelerators are optimized for fast single-topology simulation but lack the flexibility to handle multiple topology simulations. This paper proposes a scalable heterogeneous CPU-FPGA system designed for efficient simulation of diverse power system topologies. The proposed system enables real-time simulation for variable-scale power systems, distinguishing itself from conventional simulators by leveraging flexible matrix decomposition and a topology-aware approach. Our design specifically achieves the minimal latency of 100ns for both the boost and three-phase voltage source converter (VSC) models, highlighting its superior performance across diverse topologies. Introduced by dynamic fixed-point quantization, our proposal reduces 30.8% LUTs, 26.8% FFs, 22.2% BRAMs and 43.8% DSPs versus a fixed-point implementation with the same computational accuracy.

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Publication Details

Published
2025-05-25
DOI
https://doi.org/10.1109/iscas56072.2025.11043656
Primary Topic
Power Systems and Renewable Energy
Type
article
Field-Weighted Citation Impact
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Scalable and Real-Time Power System Simulation Based on Heterogeneous CPU-FPGA Co-operation

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Scalable and Real-Time Power System Simulation Based on Heterogeneous CPU-FPGA Co-operation

Yongming Tang, He Li, Wei Gu, Jiyuan Liu, Hangyu Yang, Mingwang Xu
article en

Abstract

With the increasing integration of renewable energy devices, modern power systems have become complex, exhibiting diverse circuit topologies. Existing FPGA-based accelerators are optimized for fast single-topology simulation but lack the flexibility to handle multiple topology simulations. This paper proposes a scalable heterogeneous CPU-FPGA system designed for efficient simulation of diverse power system topologies. The proposed system enables real-time simulation for variable-scale power systems, distinguishing itself from conventional simulators by leveraging flexible matrix decomposition and a topology-aware approach. Our design specifically achieves the minimal latency of 100ns for both the boost and three-phase voltage source converter (VSC) models, highlighting its superior performance across diverse topologies. Introduced by dynamic fixed-point quantization, our proposal reduces 30.8% LUTs, 26.8% FFs, 22.2% BRAMs and 43.8% DSPs versus a fixed-point implementation with the same computational accuracy.

Southeast University (CN)
Affordable and clean energy
Openalex Percentile: Top 86%
Power Systems and Renewable Energy
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