Hybrid Approach of Fractional Generalized Pareto Motion and Cosine Similarity Hidden Markov Model for Solar Radiation Forecasting

Hybrid Approach of Fractional Generalized Pareto Motion and Cosine Similarity Hidden Markov Model for Solar Radiation Forecasting

Power from solar energy is not reliable, due to weather-related factors, which diminishes the power system’s reliability. Therefore, this study suggests a way to predict the intensity of solar irradiance using various statistical algorithms and artificial intelligence. In particular, we suggest the...

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Bibliographic Details
Main Authors: Wanqing Song, Wujin Deng, Dongdong Chen, Rong Jin, Aleksey Kudreyko
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Fractal and Fractional
Subjects:
hybrid algorithm
fractional generalized Pareto motion
self-similarity
long-range dependence
cosine similarity hidden Markov model
maximum prediction steps
Online Access:https://www.mdpi.com/2504-3110/7/1/93

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https://www.mdpi.com/2504-3110/7/1/93

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