Fault Diagnosis of High Speed Iron Traction Transformer for V/V Type Wiring Based on Fast Independent Component Analysis

LI Lin
LI Lin
Wan Yi
Wan Yi
Tu Ming
Tu Ming
YAN Wei
YAN Wei
Zhao Yang
Zhao Yang
Wang Enrong
Wang Enrong
Nanjing Normal University

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Fault Diagnosis of High Speed Iron Traction Transformer for V/V Type Wiring Based on Fast Independent Component Analysis

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Abstract

For rail traction transformer operation may have a failure, using the V/V wired traction transformer model, this paper presents a method based on Fast independent component analysis (ICA) algorithm to monitor the traction transformer of this model. And the traction transformer input and output voltage signal data collected, to get I2 and SPE statistics, to achieve high-speed traction transformer operation in real-time monitoring.

References

6 Cites in Article
  1. M Evstaf'ev,A Ya,A Yakushev,Sereda (2016). A simulation mathematical model of a traction transformer with tapped secondary windings.
  2. M Jose,Harshinie Horrillo-Caraballo,Shun-Qi Karunarathna,Dominic Pan,Reeve (2016). Performance of a data-driven technique to changes in wave height and its effect on beach response.
  3. A Hyvärinen,E Oja (2000). Independent component analysis: algorithms and applications.
  4. Wei Zhang,Lei Li (2012). The Protection Setting for 110kV Line Connects to V/V Traction Transformers.
  5. Paul Frank (1990). Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy.
  6. Yao Junliang,Ren Haipeng,Liu Qing (2016). Fixed-point ICA algorithm for blind separation of complex mixtures containing both circular and noncircular sources.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

LI Lin. 2018. \u201cFault Diagnosis of High Speed Iron Traction Transformer for V/V Type Wiring Based on Fast Independent Component Analysis\u201d. Global Journal of Research in Engineering - F: Electrical & Electronic GJRE-F Volume 17 (GJRE Volume 17 Issue F8).

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Journal Specifications

Crossref Journal DOI 10.17406/gjre

Print ISSN 0975-5861

e-ISSN 2249-4596

Keywords
Classification
GJRE-F Classification FOR Code: 290901
Version of record

v1.2

Issue date
January 29, 2018

Language
en
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Fault Diagnosis of High Speed Iron Traction Transformer for V/V Type Wiring Based on Fast Independent Component Analysis

Wan Yi
Wan Yi
Tu Ming
Tu Ming
YAN Wei
YAN Wei
Zhao Yang
Zhao Yang
Wang Enrong
Wang Enrong

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