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Data Analytics for Renewable Energy Integration

Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers

  • Conference proceedings
  • © 2015

Overview

Editors:
  1. Wei Lee Woon

    1. Electrical Eng. & Computer Science, Masdar Inst Science & Technology, Abu Dhabi, United Arab Emirates

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  2. Zeyar Aung

    1. Electrical Eng. & Computer Science, Masdar Inst. of Science &Technology, Abu Dhabi, United Arab Emirates

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    You can also search for this editor in PubMed   Google Scholar

  3. Stuart Madnick

    1. MIT Sloan School of Management, CAMBRIDGE, USA

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9518)

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

Included in the following conference series:

Conference proceedings info: DARE 2015.

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Table of contents (10 papers)

  1. Front Matter

    Pages I-VII
    Download chapter PDF

  2. Imitative Learning for Online Planning in Microgrids

    • Samy Aittahar, Vincent François-Lavet, Stefan Lodeweyckx, Damien Ernst, Raphael Fonteneau
    Pages 1-15

  3. A Novel Central Voltage-Control Strategy for Smart LV Distribution Networks

    • Efrain Bernal Alzate, Qiang Li, Jian Xie
    Pages 16-30

  4. Quantifying Energy Demand in Mountainous Areas

    • Lefkothea Papada, Dimitris Kaliampakos
    Pages 31-43

  5. Performance Analysis of Data Mining Techniques for Improving the Accuracy of Wind Power Forecast Combination

    • Ceyda Er Koksoy, Mehmet Baris Ozkan, Dilek Küçük, Abdullah Bestil, Sena Sonmez, Serkan Buhan et al.
    Pages 44-55

  6. Evaluation of Forecasting Methods for Very Small-Scale Networks

    • Jean Cavallo, Andrei Marinescu, Ivana Dusparic, Siobhán Clarke
    Pages 56-75

  7. Classification Cascades of Overlapping Feature Ensembles for Energy Time Series Data

    • Judith Neugebauer, Oliver Kramer, Michael Sonnenschein
    Pages 76-93

  8. Correlation Analysis for Determining the Potential of Home Energy Management Systems in Germany

    • Aline Kirsten Vidal de Oliveira, Christian Kandler
    Pages 94-104

  9. Predicting Hourly Energy Consumption. Can Regression Modeling Improve on an Autoregressive Baseline?

    • Pierre Dagnely, Tom Ruette, Tom Tourwé, Elena Tsiporkova, Clara Verhelst
    Pages 105-122

  10. An OPTICS Clustering-Based Anomalous Data Filtering Algorithm for Condition Monitoring of Power Equipment

    • Qiang Zhang, Xuwen Wang, Xiaojie Wang
    Pages 123-134

  11. Argument Visualization and Narrative Approaches for Collaborative Spatial Decision Making and Knowledge Construction: A Case Study for an Offshore Wind Farm Project

    • Aamna Al-Shehhi, Zeyar Aung, Wei Lee Woon
    Pages 135-154

  12. Back Matter

    Pages 155-155
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Other volumes

  1. Data Analytics for Renewable Energy Integration

Keywords

About this book

This book constitutes revised selected papers from the third ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2015, held in Porto, Portugal, in September 2015.
The 10 papers presented in this volume were carefully reviewed and selected for inclusion in this book.

Editors and Affiliations

  • Electrical Eng. & Computer Science, Masdar Inst Science & Technology, Abu Dhabi, United Arab Emirates

    Wei Lee Woon

  • Electrical Eng. & Computer Science, Masdar Inst. of Science &Technology, Abu Dhabi, United Arab Emirates

    Zeyar Aung

  • MIT Sloan School of Management, CAMBRIDGE, USA

    Stuart Madnick

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