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A parallel power system linear model reduction method based on extended Krylov subspace
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DOI：10.1016/j.ijepes.2024.110072.png)
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With the ever-increasing scale of power systems, stability analysis and control usually bear heavy storage and massive calculation burdens. In view of this, the model order reduction technique proves valuable by constructing a low -dimensional approximate model of the original system, which is crucial for efficiently handling large-scale systems. Balanced truncation (BT), a famous model reduction method, confronts practical limitations as it requires the systems to be stable and cannot deal with unstable models. Therefore, a parallel linear balanced truncation method for power systems based on extended Krylov subspace (EKS) is proposed in this work. Besides extending the BT method to unstable systems by alpha-shift, the key contribution also lies in strategies to enhance the convergence of the EKS method, whereupon the algorithm improvements include effective and efficient techniques for solving dual Lyapunov equations, and parallel acceleration of the singular value decomposition. The results of the simulation case verify that the proposed method can effectively improve the convergence of the EKS method by increasing alpha-shift, and the improvement work in this paper reduces the total time consumption of the BT method by about 26 % - 33 % of the original, exhibiting better calculation efficiency. In addition, the case studies show that the simplified model still retains the time -domain and frequency -domain response characteristics of the original high -dimensional model.
Keyword:
Power system model reduction
Balanced truncation
Extended Krylov subspace
Parallel singular value decomposition
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5
论文数:
1.1W
被引数:
3.1W
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