Data Analytics for Renewable Energy Integration

4th ECML PKDD Workshop, DARE 2016, Riva del Garda, Italy, September 23, 2016, Revised Selected Papers

  • Wei Lee Woon
  • Zeyar Aung
  • Oliver Kramer
  • Stuart Madnick
Conference proceedings DARE 2016

Part of the Lecture Notes in Computer Science book series (LNCS, volume 10097)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 10097)

Table of contents

  1. Front Matter
    Pages I-VII
  2. Alexander Kogler, Patrick Traxler
    Pages 1-9
  3. Thierry Zufferey, Andreas Ulbig, Stephan Koch, Gabriela Hug
    Pages 10-21
  4. Armin Alibasic, Reem Al Junaibi, Zeyar Aung, Wei Lee Woon, Mohammad Atif Omar
    Pages 22-30
  5. Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro
    Pages 31-42
  6. Carlos D. Zuluaga, Mauricio A. Álvarez
    Pages 43-53
  7. Robert Ulbricht, Anna Thoß, Hilko Donker, Gunter Gräfe, Wolfgang Lehner
    Pages 54-66
  8. Stuart Madnick, Mohammad S. Jalali, Michael Siegel, Yang Lee, Diane Strong, Richard Wang et al.
    Pages 67-77
  9. Justin Heinermann, Jörg Lässig, Oliver Kramer
    Pages 92-101
  10. Ioannis Karakatsanis, Alexandros Tsoupos, Wei Lee Woon
    Pages 102-115
  11. Back Matter
    Pages 137-137

About these proceedings

Introduction

This book constitutes revised selected papers from the 4th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2016, held in Riva del Garda, Italy, in September 2016.
The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book and handle topics such as time series forecasting, the detection of faults, cyber security, smart grid and smart cities, technology integration, demand response and many others.

Keywords

big data analytics cybersecurity data analysis demand response fault detection forecasting pattern recognition renewable energy short-term forecasting smart city solar energy support vector regression technology forecasting temperature-demand dependencies

Editors and affiliations

  • Wei Lee Woon
    • 1
  • Zeyar Aung
    • 2
  • Oliver Kramer
    • 3
  • Stuart Madnick
    • 4
  1. 1.Masdar Institute of Science and Technology Abu DhabiUnited Arab Emirates
  2. 2.Electrical Eng. & Computer ScienceMasdar Inst. of Science &Technology Electrical Eng. & Computer ScienceAbu DhabiUnited Arab Emirates
  3. 3.InformatikUniversität Oldenburg InformatikOldenburgGermany
  4. 4.Massachusetts Institute of Technology CambridgeUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-50947-1
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-50946-4
  • Online ISBN 978-3-319-50947-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • About this book