Title :
Unsynchronized fault location independent on line parameters for transmission systems
Author :
Khater, Wagdy M. ; Elkalashy, Nagy I. ; Kawady, Tamer A. ; Taalab, Abdel-Maksoud I. ; Lehtonen, Matti
Author_Institution :
Electr. Eng. Dept., Minoufiya Univ., Shebin Elkom, Egypt
Abstract :
In this paper, an improved double-end fault locator is presented for transmission systems using unsynchronized measurements and disregarding the line parameters. The proposed algorithm is formalized using lumped parameter line model in order to facilitate computing the unsynchronized shifting angle between both line ends. The Least Square Error (LSE) is first used to solve the equivalent positive sequence network of the line using double end measurements to compute the synchronizing angle. Artificial Neural Network is then utilized to minimize the errors in angle extraction and accordingly the fault distance is estimated correctly. The ATP-EMTP program is used to perform the fault cases and therefore evaluating the locator performance. The test results provide evidences for the efficacy of the proposed fault locator using unsynchronized double end measurements without utilizing the line parameters for any fault type.
Keywords :
fault location; least squares approximations; neural nets; power transmission protection; ATP-EMTP program; angle extraction; artificial neural network; double end measurements; double-end fault locator; equivalent positive sequence network; least square error; lumped parameter line model; transmission systems; unsynchronized fault location; unsynchronized measurement; unsynchronized shifting angle; Artificial neural networks; Circuit faults; Estimation; Fault location; Power transmission lines; Synchronization; Transmission line measurements; Fault location; LSQ; Line parameters; unsynchronized measurements;
Conference_Titel :
Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2014 IEEE PES
Conference_Location :
Istanbul
DOI :
10.1109/ISGTEurope.2014.7028734