What is it about?
In this article, an adaptive fault line selection method based on atomic comprehensive measures for a distribution network is proposed. Firstly, wavelet denoising is introduced to remove the noise contained in the transient zero-sequence current; then, the matching pursuit algorithm is utilized to decompose the denoising transient zero-sequence current. Moreover, based on singular value decomposition and information entropy, the atomic singular entropy values are computed, and the actual energy of feature atoms are obtained. Furthermore, according to the fuzzy mathematics, the fault comprehensive measurement function is built. Finally, the line that has the maximum of the fault comprehensive measure value is chosen as the fault line. A large number of simulation experiments and comparing results proved that the proposed method has high selection accuracy and reliability, as well as a powerful ability to resist noise.
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Why is it important?
Power distribution systems are widespread and complicated, most of the 3 to 66 kV distribution networks are so-called small current grounding systems. Generally speaking, the small current grounding system concludes the unearthed neutral system: the arc suppression coil compensated neutral system and the high-resistance grounded neutral system. Data have shown that most faults occur in a distribution network in the single-phase to ground fault. When a single-phase to ground fault occurs, the line voltage value is still symmetrical whereas the fault current gets weak, it is difficult to propose a reliable fault line selection method; therefore, it is necessary and significant to study in this area.
Perspectives
In this article, an adaptive selection method based on the comprehensive selection criterion is presented. A new idea is provided in this article to solve the fault line selection problems. This paper be summarized as :1) An MP algorithm is introduced, by which the inherent characteristics and properties of the original signal can be expressed. 2) The atomic comprehensive singular entropy integrates the MP theories, SVD theories, and information entropy theories, and based on these, the fault degree is quantified by the fault trust function. The principle of selection method is simple and easy to understand. 3) TZSC can be sparsely characterized after MP decomposition, which can be easily transferred and stored, all the processes can be completed in a very short time; therefore, it is convenient to implement online.
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This page is a summary of: An adaptive fault line selection method based on atomic comprehensive measure values for distribution network, International Transactions on Electrical Energy Systems, January 2016, Wiley,
DOI: 10.1002/etep.2310.
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