Nonlinear Modeling of Solar Radiation and Wind Speed Time Series

Nonfiction, Science & Nature, Technology, Machinery, Science, Physics, Energy
Cover of the book Nonlinear Modeling of Solar Radiation and Wind Speed Time Series by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari ISBN: 9783319387642
Publisher: Springer International Publishing Publication: June 21, 2016
Imprint: Springer Language: English
Author: Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
ISBN: 9783319387642
Publisher: Springer International Publishing
Publication: June 21, 2016
Imprint: Springer
Language: English

This brief is a clear, concise description of the main techniques of time series analysis —stationary, autocorrelation, mutual information, fractal and multifractal analysis, chaos analysis, etc.— as they are applied to the influence of wind speed and solar radiation on the production of electrical energy from these renewable sources. The problem of implementing prediction models is addressed by using the embedding-phase-space approach: a powerful technique for the modeling of complex systems. Readers are also guided in applying the main machine learning techniques for classification of the patterns hidden in their time series and so will be able to perform statistical analyses that are not possible by using conventional techniques.

The conceptual exposition avoids unnecessary mathematical details and focuses on concrete examples in order to ensure a better understanding of the proposed techniques.

Results are well-illustrated by figures and tables. 

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This brief is a clear, concise description of the main techniques of time series analysis —stationary, autocorrelation, mutual information, fractal and multifractal analysis, chaos analysis, etc.— as they are applied to the influence of wind speed and solar radiation on the production of electrical energy from these renewable sources. The problem of implementing prediction models is addressed by using the embedding-phase-space approach: a powerful technique for the modeling of complex systems. Readers are also guided in applying the main machine learning techniques for classification of the patterns hidden in their time series and so will be able to perform statistical analyses that are not possible by using conventional techniques.

The conceptual exposition avoids unnecessary mathematical details and focuses on concrete examples in order to ensure a better understanding of the proposed techniques.

Results are well-illustrated by figures and tables. 

More books from Springer International Publishing

Cover of the book Cosmological and Psychological Time by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Springer Series in Light Scattering by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Breast Disease by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Growth, Differentiation and Sexuality by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Innovative Quality Improvements in Operations by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Mechanics of Composite, Hybrid and Multifunctional Materials, Volume 5 by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book The Evolution of Social Communication in Primates by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Atlas and Anatomy of PET/MRI, PET/CT and SPECT/CT by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book The Physics of Stocks and Flows of Energy Systems by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Touchless Palmprint Recognition Systems by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Real Analysis and Applications by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Bioequivalence Requirements in Various Global Jurisdictions by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book The Theory of Info-Statics: Conceptual Foundations of Information and Knowledge by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book The Female Philosopher and Her Afterlives by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Cover of the book Institutionalisation beyond the Nation State by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy