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Research Article | Open Access | Just Accepted

A Generalized Power-Flow-Based Initialization Method for Electromagnetic Transient Simulation of Renewable Energy Generation Units

Ruoxi YangChenxi WangChao Duan( )

School of Electri-cal Engineering, Xi’an Jiaotong University, Xi’an 710049, China

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Abstract

As renewable energy generation units become more integrated into power systems, electromagnetic transient (EMT) simulations have become essential for analyzing the dynamic behavior of grid-connected renewable energy systems. How-ever, conventional zero-state initialization methods often fail to ensure a physically consistent steady-state operating point, leading to non-physical transients that degrade both simulation efficiency and accuracy. This paper proposes a power-flow-based initialization method for renewable energy generation units, which guarantees the provision of physically consistent initial values for both state and algebraic variables. Starting from a steady-state power-flow solution, the proposed method systematically initializes the electrical, mechanical, and controller states of renewable energy generation units, ensuring consistency between AC/DC-side variables and the steady-state operating point at the beginning of the simulation. The effectiveness of the method is validated through simulations involving doubly-fed induction generator (DFIG), permanent-magnet synchronous generator (PMSG), and photovoltaic (PV) generation units. The results demonstrate that the method effectively suppresses non-physical transients, improving both EMT simulation stability and computational efficiency.

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Cite this article:
Yang R, Wang C, Duan C. A Generalized Power-Flow-Based Initialization Method for Electromagnetic Transient Simulation of Renewable Energy Generation Units. Cybernetics and Intelligence, 2026, https://doi.org/10.26599/CAI.2026.9390016

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Received: 31 December 2025
Revised: 15 March 2026
Accepted: 03 April 2026
Available online: 08 April 2026

© The Author(s) 2026.

This is an open access article under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0,
http://creativecommons.org/licenses/by/4.0/).