Application of Cluster Analysis and Trend Extraction in Wind Speed Series Consistency Correction

Yang Zhang; Li Ming Wu; Zuo Min Wang

doi:10.4028/www.scientific.net/AMM.130-134.3425

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Implementation of a New Travel Time Estimation Method for Demand Forecasting Models
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Design of Intelligent Electrode Design System
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Automatic Airport Extraction Based on Improved Fuzzy Enhancement
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Model Predictive Control for Multilevel Inverters in Microgrids
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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 130-134Application of Cluster Analysis and Trend...

Application of Cluster Analysis and Trend Extraction in Wind Speed Series Consistency Correction

Abstract:

In recent years, as affected by climate change and human activities, wind speed shows an obvious downward trend. According to the following three correction methods : correction of the cluster analysis and mean equality, correction of the trend extraction, and the combination of the aforementioned two methods, the wind speed series which meets the consistency requirement of frequency calculation is obtained in this paper. Practical application shows that the correction methods have good adaptability, correction result and great practical value.

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Periodical:

Applied Mechanics and Materials (Volumes 130-134)

Pages:

3425-3429

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.130-134.3425

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Online since:

October 2011

Authors:

Yang Zhang, Li Ming Wu, Zuo Min Wang

Keywords:

Consistency, Correction of the Cluster Analysis, Correction of the Mean Equality, Correction of the Trend Extraction, Wind Speed Series

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References

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