In this paper, we review the subspace identification method based on a preliminary orthogonal decomposition, which is shown to be more robust and reliable than N4SID like methods in critical cases [2, 5]. We then briefly describe a method of identifying a system operating in closed-loop based on the orthogonal decomposition method. Numerical results are included to show an improvement of performance in critical cases.
