Skip to main content
SpringerLink
Log in
Book cover

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

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Wei Lee Woon

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Zeyar Aung

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Oliver Kramer

    1. Carl von Ossietzky University of Oldenburg, Oldenburg, Germany

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Stuart Madnick

    1. MIT Sloan School of Management, Cambridge, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

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)

Included in the following conference series:

Conference proceedings info: DARE 2017.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (11 papers)

  1. Front Matter

    Pages I-X
    Download chapter PDF

  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. An Approach for Erosion and Power Loss Prediction of Wind Turbines Using Big Data Analytics

    • Dina Fawzy, Sherin Moussa, Nagwa Badr
    Pages 33-46

  6. Minimizing Grid Interaction of Solar Generation and DHW Loads in nZEBs Using Model-Free Reinforcement Learning

    • Adhra Ali, Hussain Kazmi
    Pages 47-58

  7. 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

  8. 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

  9. Identifying Representative Load Time Series for Load Flow Calculations

    • Janosch Henze, Tanja Kneiske, Martin Braun, Bernhard Sick
    Pages 83-93

  10. Scalable Gaussian Process Models for Solar Power Forecasting

    • Astrid Dahl, Edwin Bonilla
    Pages 94-106

  11. Wind Speed Forecasting Using Statistical and Machine Learning Methods: A Case Study in the UAE

    • Khawla Al Dhaheri, Wei Lee Woon, Zeyar Aung
    Pages 107-120

  12. NWP Ensembles for Wind Energy Uncertainty Estimates

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

  13. Back Matter

    Pages 133-133
    Download chapter PDF
Back to top

Other volumes

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

Keywords

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

Publish with us

Policies and ethics

Back to top

Search

Navigation