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  • © 2017

Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy

5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017, Revised Selected Papers

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10691)

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 2017.

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Table of contents (11 papers)

  1. Front Matter

    Pages I-X
  2. Solar Energy Forecasting and Optimization System for Efficient Renewable Energy Integration

    • Diana Manjarres, Ricardo Alonso, Sergio Gil-Lopez, Itziar Landa-Torres
    Pages 1-12
  3. Gradient Boosting Models for Photovoltaic Power Estimation Under Partial Shading Conditions

    • Nikolaos Nikolaou, Efstratios Batzelis, Gavin Brown
    Pages 13-25
  4. Multi-objective Optimization for Power Load Recommendation Considering User’s Comfort

    • Jaroslav Loebl, Helmut Posch, Viera Rozinajová
    Pages 26-32
  5. Improving Time-Series Rule Matching Performance for Detecting Energy Consumption Patterns

    • Maël Guillemé, Laurence Rozé, Véronique Masson, Cérès Carton, René Quiniou, Alexandre Termier
    Pages 59-71
  6. Probabilistic Wind Power Forecasting by Using Quantile Regression Analysis

    • Mehmet Baris Ozkan, Umut Guvengir, Dilek Küçük, Ali Unver Secen, Serkan Buhan, Turan Demirci et al.
    Pages 72-82
  7. Identifying Representative Load Time Series for Load Flow Calculations

    • Janosch Henze, Tanja Kneiske, Martin Braun, Bernhard Sick
    Pages 83-93
  8. Scalable Gaussian Process Models for Solar Power Forecasting

    • Astrid Dahl, Edwin Bonilla
    Pages 94-106
  9. NWP Ensembles for Wind Energy Uncertainty Estimates

    • Alejandro Catalina, José R. Dorronsoro
    Pages 121-132
  10. Back Matter

    Pages 133-133

Other Volumes

  1. Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy

About this book

This book constitutes revised selected papers from the 5th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2017, held in Skopje, Macedonia, in September 2017.

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.

Editors and Affiliations

  • Masdar Institute of Science and Technology, Abu Dhabi, United Arab Emirates

    Wei Lee Woon, Zeyar Aung

  • Carl von Ossietzky University of Oldenburg, Oldenburg, Germany

    Oliver Kramer

  • MIT Sloan School of Management, Cambridge, USA

    Stuart Madnick

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access