Coverart for item
The Resource Data Analytics for Renewable Energy Integration : Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers, edited by Wei Lee Woon, Zeyar Aung, Stuart Madnick, (electronic resource)

Data Analytics for Renewable Energy Integration : Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers, edited by Wei Lee Woon, Zeyar Aung, Stuart Madnick, (electronic resource)

Label
Data Analytics for Renewable Energy Integration : Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers
Title
Data Analytics for Renewable Energy Integration
Title remainder
Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers
Statement of responsibility
edited by Wei Lee Woon, Zeyar Aung, Stuart Madnick
Contributor
Editor
Provider
Subject
Language
eng
Summary
This book constitutes revised selected papers from the third ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2015, held in Porto, Portugal, in September 2015. The 10 papers presented in this volume were carefully reviewed and selected for inclusion in this book
Member of
Image bit depth
0
LC call number
  • Q334-342
  • TJ210.2-211.495
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Woon, Wei Lee.
  • Aung, Zeyar.
  • Madnick, Stuart.
  • SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
9518
http://library.link/vocab/subjectName
  • Computer science
  • Renewable energy resources
  • Computer science
  • Data mining
  • Artificial intelligence
  • Renewable energy sources
  • Alternate energy sources
  • Green energy industries
  • Energy industries
  • Computer Science
  • Artificial Intelligence (incl. Robotics)
  • Data Mining and Knowledge Discovery
  • Renewable and Green Energy
  • Mathematics of Computing
  • Energy Economics
Label
Data Analytics for Renewable Energy Integration : Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers, edited by Wei Lee Woon, Zeyar Aung, Stuart Madnick, (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
Imitative learning for online planning in microgrids -- A novel central voltage‐control strategy for smart LV distribution networks -- Quantifying energy demand in mountainous areas -- Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination -- Evaluation of forecasting methods for very small‐scale networks -- Classification cascades of overlapping feature ensembles for energy time series data -- Correlation analysis for determining the potential of home energy management systems in Germany -- Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline -- An OPTICS clustering‐based anomalous data filtering algorithm for condition monitoring of power equipment -- Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project
Dimensions
unknown
Edition
1st ed. 2015.
Extent
VII, 155 p. 94 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319274300
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-27430-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-27430-0
Label
Data Analytics for Renewable Energy Integration : Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers, edited by Wei Lee Woon, Zeyar Aung, Stuart Madnick, (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
Imitative learning for online planning in microgrids -- A novel central voltage‐control strategy for smart LV distribution networks -- Quantifying energy demand in mountainous areas -- Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination -- Evaluation of forecasting methods for very small‐scale networks -- Classification cascades of overlapping feature ensembles for energy time series data -- Correlation analysis for determining the potential of home energy management systems in Germany -- Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline -- An OPTICS clustering‐based anomalous data filtering algorithm for condition monitoring of power equipment -- Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project
Dimensions
unknown
Edition
1st ed. 2015.
Extent
VII, 155 p. 94 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319274300
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-27430-0
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-27430-0

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