The Resource Nonlinear Modeling of Solar Radiation and Wind Speed Time Series, by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari, (electronic resource)

Nonlinear Modeling of Solar Radiation and Wind Speed Time Series, by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari, (electronic resource)

Label
Nonlinear Modeling of Solar Radiation and Wind Speed Time Series
Title
Nonlinear Modeling of Solar Radiation and Wind Speed Time Series
Statement of responsibility
by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
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.
Member of
http://library.link/vocab/creatorName
Fortuna, Luigi
Image bit depth
0
LC call number
TJ807-830
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Nunnari, Giuseppe.
  • Nunnari, Silvia.
  • SpringerLink
Series statement
SpringerBriefs in Energy,
http://library.link/vocab/subjectName
  • Energy
  • Renewable energy resources
  • Statistics
  • Power electronics
  • Renewable energy sources
  • Alternate energy sources
  • Green energy industries
  • Energy
  • Renewable and Green Energy
  • Power Electronics, Electrical Machines and Networks
  • Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Label
Nonlinear Modeling of Solar Radiation and Wind Speed Time Series, by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Time-Series Methods -- Analysis of Solar-Radiation Time Series -- Analysis of Wind-Speed Time Series -- Prediction Models for Solar-Radiation and Wind-Speed Time Series -- Modeling Hourly Average Solar-Radiation Time Series -- Modeling Hourly Average Wind-Speed Time Series -- Clustering Daily Solar-Radiation Time Series -- Clustering Daily Wind-Speed Time Series -- Concluding Remarks. Appendix: List-of-Functions
Dimensions
unknown
Extent
XV, 98 p. 57 illus., 49 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319387642
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-38764-2
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-38764-2
Label
Nonlinear Modeling of Solar Radiation and Wind Speed Time Series, by Luigi Fortuna, Giuseppe Nunnari, Silvia Nunnari, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Time-Series Methods -- Analysis of Solar-Radiation Time Series -- Analysis of Wind-Speed Time Series -- Prediction Models for Solar-Radiation and Wind-Speed Time Series -- Modeling Hourly Average Solar-Radiation Time Series -- Modeling Hourly Average Wind-Speed Time Series -- Clustering Daily Solar-Radiation Time Series -- Clustering Daily Wind-Speed Time Series -- Concluding Remarks. Appendix: List-of-Functions
Dimensions
unknown
Extent
XV, 98 p. 57 illus., 49 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319387642
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-38764-2
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-38764-2

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784
Processing Feedback ...