Analysis and Prediction for the Voltage Spike of Power Cable based on the Regression Model

DOI

10.2991/mecs-17.2017.82How to use a DOI?

Keywords

voltage spike, regression model, variance analysis, F-test.

Abstract

In view of the problem that the test of spike signal in the power line is difficult to capture, and based on the theory of time - domain analysis of dynamic circuit, the influence factors of voltage spike test by using the maximum value of traditional multi - random test are studied. By means of the statistical analysis of the test data, a voltage spike prediction method based on linear regression model is proposed. According to the principle of correlation test of variance analysis, the validity of the regression model is verified. The accuracy of the prediction results is evaluated.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Wei Xia
AU  - Yongbin Bai
AU  - Fenghai Ding
AU  - Bin Qiu
AU  - Shenxiang Gao
PY  - 2016/06
DA  - 2016/06
TI  - Analysis and Prediction for the Voltage Spike of Power Cable based on the Regression Model
BT  - Proceedings of the 2017 2nd International Conference on Machinery, Electronics and Control Simulation (MECS 2017)
PB  - Atlantis Press
SN  - 2352-5401
UR  - https://doi.org/10.2991/mecs-17.2017.82
DO  - 10.2991/mecs-17.2017.82
ID  - Xia2016/06
ER  -