Title :
Synchronous Generator Parameter Estimation Using Pseudo-Inverse Method in Hybrid Domain
Author :
Radmanesh, H.R. ; Shakouri, H. ; Nazarzadeh, J.
Author_Institution :
Shahed Univ., Tehran
Abstract :
This paper presents an efficient alternative method to estimate synchronous generators parameters using real time operating data. The main idea considers the use of hybrid legendre block-pulse functions for fitting measured input-output synchronous generator signals. This allows writing a set of linear algebraic equations that can be solved for the unknown parameters using the pseudo-inverse. The results obtained by this method show accuracy and robustness against the noise corruption in process and/or measurements. Therefore, this alternative utilizes two advantages: first, Integration for calculating basis functions coefficients, and averaging the signals, so that the noise corruption is highly reduced. Second, the minimum squared error concept is used in pseudo-inverse method, so that the remained error from previous stages is minimized.
Keywords :
inverse problems; linear algebra; parameter estimation; synchronous generators; basis functions coefficients; hybrid legendre block-pulse functions; linear algebraic equations; noise corruption; parameter estimation; pseudo-inverse method; synchronous generator; Data engineering; Equations; Fitting; Industrial engineering; Noise measurement; Noise robustness; Parameter estimation; Synchronous generators; Synchronous machines; Writing; Hybrid Domain; Hybrid Functions; Operational Matrix of Differentiation; Operational Matrix of integration; Pseudo-inverse Method; Synchronous Generator;
Conference_Titel :
Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
Conference_Location :
Vigo
Print_ISBN :
978-1-4244-0754-5
Electronic_ISBN :
978-1-4244-0755-2
DOI :
10.1109/ISIE.2007.4374622