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    Classifications of disturbances using wavelet transform and support vector machine

    , Article Turkish Journal of Electrical Engineering and Computer Sciences ; Volume 25, Issue 2 , 2017 , Pages 832-843 ; 13000632 (ISSN) Hajibandeh, N ; Faghihi, F ; Ranjbar, H ; Kazari, H ; Sharif University of Technology
    Turkiye Klinikleri Journal of Medical Sciences  2017
    Abstract
    This paper proposes a new method to detect and classify all kinds of faults, capacitor switching, and load switching in a power system network based on wavelet transform and support vector machines (SVMs). In this regard, a sample of a power system is simulated via MATLAB/Simulink, and by reading the voltage of the point of common coupling and using the wavelet transform, the differences of the outputs of the wavelet transform are investigated. The SVM approach is employed to distinguish the type of the transient (capacitor switching, fault, and/or load switching) in use for the high level outputs of the wavelet transform. Similar to neural networks, this method, which is based on learning,... 

    Transmission grid fault diagnosis by wide area measurement system

    , Article IEEE PES Innovative Smart Grid Technologies Conference Europe ; 2012 ; 9781467325974 (ISBN) Salehi Dobakhshari, A ; Ranjbar, A. M ; Sharif University of Technology
    2012
    Abstract
    While the importance of wide area measurement system (WAMS) consisting of phasor measurement units (PMUs) is recognized, there are still unidentified applications that can be addressed with the advance of technology. Traditionally, power system operators diagnosed the fault point through the status of protective relays and circuit breakers of the protection system. In large blackouts, however, the malfunction of protection system has itself often been among the suspects of the disaster. This paper proposes an alternative fault diagnosis approach independent of the function of protection system, utilizing PMU data and bus impedance matrix (Zbus). First, the proposed method diagnoses the fault... 

    A new algorithm for fault location on transmission lines

    , Article 2009 IEEE Power and Energy Society General Meeting, PES '09, Calgary, AB, 26 July 2009 through 30 July 2009 ; 2009 ; 9781424442416 (ISBN) Shiroei, M ; Daniar, S ; Akhbari, M ; Sharif University of Technology
    IEEE  2009
    Abstract
    In this paper, a new algorithm for fault detection/location on transmission line based on linear state estimation is presented. The proposed technique uses phasor measurements from PMU's. Fault location and voltage of fault point are added as the new state variables in a linear state estimator based on PMU data. In addition, by using the ability of bad data identification in the state estimation, a new scheme for fault location and identification of faulted transmission line is proposed. For test and validation of the proposed algorithm, simulation results on a six bus test case are presented. ©2009 IEEE