IEEE Transactions on Power Systems · 1990 · 23 citations · 23 references
EngineeringElectrical EngineeringSystems EngineeringComputer NetworksDynamical SystemsSystems AnalysisNetwork AnalysisPower Grid AnalysisBranch-node Incidence MatricesIncidence Matrix AnalysisNetwork MeasurementObservabilityObservability AnalysisPower System ObservabilitySystem Observability
Two main ideas concerning power network observability analysis are developed, based on the fact that measurement-to-branch incidence matrix M, and node-to-branch incidence matrix A are both totally unimodular matrices. The first idea may be stated as follows: if the product matrix W=MA/sup t/ is considered, where W is the measurement-to-node incidence matrix, its Gramian G(W)=det(W/sup t/W) is nonzero for observable networks, and equals zero for unobservable networks. The second idea may be stated as follows: for a given network and measurement system the Gramian of W, G(W)=det(W/sup t/W) is an invariant (there is one matrix M and n distinct matrices A), therefore there are n distinct matrices W.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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The algebraic eigenvalue problem
V.V. Voyevodin · USSR Computational Mathematics and Mathematical Physics · 1966 · 2.1K citations