On the Use of Gram Matrix in Observability Analysis

Abstract

This letter presents some notes on the use of the gram matrix in observability analysis. This matrix is constructed considering the rows of the measurement Jacobian matrix as vectors, and it can be employed in observability analysis and restoration methods. The determination of nonredundant pseudo-measurements (normally injections pseudo-measurements) for merging observable islands into an observable (single) system is carried out analyzing the pivots of the gram matrix. The gram matrix can also be used to verify local redundancy, which is important in measurement system planning. Some numerical examples are used to illustrate these features. Others features of the gram matrix are under study.