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General earth fault protection for MV networks using wavelet decomposition and Bayesian criterion

2019; EDP Sciences; Volume: 84; Linguagem: Inglês

10.1051/e3sconf/20198402007

2555-0403

Lubomir Marciniak,

Power System Reliability and Maintenance

For selective detection of earth faults in medium voltage networks, the general protection can be used, which unlike individual protections controls earth currents in all lines supplied from the substation. To detect high-resistance and arc faults, it is possible to use in such protections the details from wavelet decomposition of earth currents and the Bayesian conditional probability criterion. The paper presents a protection model using details of earth currents and the Bayesian criterion. Significant parameters of the model were determined: sampling frequency, wavelet types and decomposition levels, parameters of the probability density function and decision conditions. The effectiveness of the protection in the case of non-stationary high-resistance short-circuits in the network with natural asymmetry and harmonic distortion was also assessed.