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Application of Grey Model GM(1, 1) to Ultra Short-Term Predictions of Universal Time Cover

Application of Grey Model GM(1, 1) to Ultra Short-Term Predictions of Universal Time

Open Access
|Feb 2016

Abstract

A mathematical model known as one-order one-variable grey differential equation model GM(1, 1) has been herein employed successfully for the ultra short-term (<10days) predictions of universal time (UT1-UTC). The results of predictions are analyzed and compared with those obtained by other methods. It is shown that the accuracy of the predictions is comparable with that obtained by other prediction methods. The proposed method is able to yield an exact prediction even though only a few observations are provided. Hence it is very valuable in the case of a small size dataset since traditional methods, e.g., least-squares (LS) extrapolation, require longer data span to make a good forecast. In addition, these results can be obtained without making any assumption about an original dataset, and thus is of high reliability. Another advantage is that the developed method is easy to use. All these reveal a great potential of the GM(1, 1) model for UT1-UTC predictions.

DOI: https://doi.org/10.1515/arsa-2016-0002 | Journal eISSN: 2083-6104 | Journal ISSN: 1509-3859
Language: English
Page range: 19 - 29
Submitted on: Nov 2, 2015
Accepted on: Jan 8, 2016
Published on: Feb 22, 2016
Published by: Polish Academy of Sciences, Space Research Centre
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2016 Yu Lei, Min Guo, Danning Zhao, Hongbing Cai, Dandan Hu, published by Polish Academy of Sciences, Space Research Centre
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.