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  • Conference proceedings
  • © 2014

Data Analytics for Renewable Energy Integration

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

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8817)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): DARE: International Workshop on Data Analytics for Renewable Energy Integration

Conference proceedings info: DARE 2014.

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Table of contents (11 papers)

  1. Front Matter

    Pages I-IX
  2. Towards Flexibility Detection in Device-Level Energy Consumption

    • Bijay Neupane, Torben Bach Pedersen, Bo Thiesson
    Pages 1-16
  3. Balancing Energy Flexibilities Through Aggregation

    • Emmanouil Valsomatzis, Katja Hose, Torben Bach Pedersen
    Pages 17-37
  4. Machine Learning Prediction of Large Area Photovoltaic Energy Production

    • Ángela Fernández, Yvonne Gala, José R. Dorronsoro
    Pages 38-53
  5. The Research on Vulnerability Analysis in OpenADR for Smart Grid

    • Mijeong Park, Miyoung Kang, Jin-Young Choi
    Pages 54-60
  6. PowerScope: Early Event Detection and Identification in Electric Power Systems

    • Yang Weng, Christos Faloutos, Marija Ilic
    Pages 67-80
  7. A Framework for Data Mining in Wind Power Time Series

    • Oliver Kramer, Fabian Gieseke, Justin Heinermann, Jendrik Poloczek, Nils André Treiber
    Pages 97-107
  8. Systematical Evaluation of Solar Energy Supply Forecasts

    • Robert Ulbricht, Martin Hahmann, Hilko Donker, Wolfgang Lehner
    Pages 108-121
  9. Rooftop Detection for Planning of Solar PV Deployment: A Case Study in Abu Dhabi

    • Bikash Joshi, Baluyan Hayk, Amer Al-Hinai, Wei Lee Woon
    Pages 137-149
  10. Back Matter

    Pages 151-151

Other Volumes

  1. Data Analytics for Renewable Energy Integration

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

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.

Keywords

  • Artificial Intelligence
  • Data Analytics
  • Data Mining
  • Electrical Engineering
  • Energy Distribution
  • Fault Detection
  • Machine Learning
  • Power and Energy
  • Renewable Energy
  • Smart Grid
  • Solar Energy
  • Statistical Methods
  • Sustainability
  • Wind Energy

Editors and Affiliations

  • Masdar Inst. of Science and Technology, Abu Dhabi, Utd.Arab.Emir.

    Wei Lee Woon, Zeyar Aung

  • MIT Sloan School of Management, Cambridge, USA

    Stuart Madnick

Bibliographic Information

Buying options

eBook
USD 44.99
Price excludes VAT (USA)
  • ISBN: 978-3-319-13290-7
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 59.99
Price excludes VAT (USA)