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Lecture Notes in Artificial Intelligence

Data Analytics for Renewable Energy Integration. Technologies, Systems and Society

6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers

Editors: Woon, W.L., Aung, Z., Catalina Feliú, A., Madnick, S. (Eds.)

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About this book

This book constitutes the revised selected papers from the 6th ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2018, held in Dublin, Ireland, in September 2018.

The 9 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.

Table of contents (12 chapters)

Table of contents (12 chapters)
  • Mathematical Optimization of Design Parameters of Photovoltaic Module

    Pages 1-12

    Kubík, Dávid (et al.)

  • Fused Lasso Dimensionality Reduction of Highly Correlated NWP Features

    Pages 13-26

    Catalina, Alejandro (et al.)

  • Sampling Strategies for Representative Time Series in Load Flow Calculations

    Pages 27-48

    Henze, Janosch (et al.)

  • Probabilistic Graphs for Sensor Data-Driven Modelling of Power Systems at Scale

    Pages 49-62

    Fusco, Francesco

  • Renewable Energy Integration: Bayesian Networks for Probabilistic State Estimation

    Pages 63-82

    Mengshoel, Ole J. (et al.)

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-04303-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-030-04302-5
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Data Analytics for Renewable Energy Integration. Technologies, Systems and Society
Book Subtitle
6th ECML PKDD Workshop, DARE 2018, Dublin, Ireland, September 10, 2018, Revised Selected Papers
Editors
  • Wei Lee Woon
  • Zeyar Aung
  • Alejandro Catalina Feliú
  • Stuart Madnick
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
11325
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-04303-2
DOI
10.1007/978-3-030-04303-2
Softcover ISBN
978-3-030-04302-5
Edition Number
1
Number of Pages
X, 167
Number of Illustrations
10 b/w illustrations, 65 illustrations in colour
Topics

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