Lecture Notes in Artificial Intelligence

Data Analytics for Renewable Energy Integration

Second ECML PKDD Workshop, DARE 2014, Nancy, France, September 19, 2014, Revised Selected Papers

Editors: Woon, Wei Lee, Aung, Zeyar, Madnick, Stuart (Eds.)

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About this book

This book constitutes revised selected papers from the second ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2014, held in Nancy, France, in September 2014. The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book.

Table of contents (11 chapters)

  • Towards Flexibility Detection in Device-Level Energy Consumption

    Neupane, Bijay (et al.)

    Pages 1-16

  • Balancing Energy Flexibilities Through Aggregation

    Valsomatzis, Emmanouil (et al.)

    Pages 17-37

  • Machine Learning Prediction of Large Area Photovoltaic Energy Production

    Fernández, Ángela (et al.)

    Pages 38-53

  • The Research on Vulnerability Analysis in OpenADR for Smart Grid

    Park, Mijeong (et al.)

    Pages 54-60

  • Improving an Accuracy of ANN-Based Mesoscale-Microscale Coupling Model by Data Categorization: With Application to Wind Forecast for Offshore and Complex Terrain Onshore Wind Farms

    Sapronova, Alla (et al.)

    Pages 61-66

Buy this book

eBook $44.99
price for USA (gross)
  • ISBN 978-3-319-13290-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $60.00
price for USA
  • ISBN 978-3-319-13289-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data Analytics for Renewable Energy Integration
Book Subtitle
Second ECML PKDD Workshop, DARE 2014, Nancy, France, September 19, 2014, Revised Selected Papers
Editors
  • Wei Lee Woon
  • Zeyar Aung
  • Stuart Madnick
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
8817
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-13290-7
DOI
10.1007/978-3-319-13290-7
Softcover ISBN
978-3-319-13289-1
Edition Number
1
Number of Pages
IX, 151
Number of Illustrations and Tables
63 b/w illustrations
Topics