State Estimation Model Reduction Through the Manifold Boundary Approximation Method

Vanja G. Švenda,Mark K. Transtrum,Benjamin L. Francis,Andrija T. Sarić,Aleksandar M. Stanković

IEEE Transactions on Power Systems（2022）

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摘要

This paper presents a procedure for estimating the systems state when considerable Information and Communication Technology (ICT) component outages occur, leaving entire system areas unobservable. For this task, a novel method for analyzing system observability is proposed based on the Manifold Boundary Approximation Method (MBAM). By utilizing information geometry, MBAM analyzes boundaries of mod...

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关键词

Computational modeling,Data models,Jacobian matrices,Observability,Manifolds,Information and communication technology,Analytical models

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