Shop the Archives and get your next eBook for just 14.99! Stock up today >>

Lecture Notes in Artificial Intelligence

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

Editors: Woon, W.L., Aung, Z., Kramer, O., Madnick, S. (Eds.)

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-319-71643-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-319-71642-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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.

Table of contents (11 chapters)

  • Solar Energy Forecasting and Optimization System for Efficient Renewable Energy Integration

    Manjarres, Diana (et al.)

    Pages 1-12

  • Gradient Boosting Models for Photovoltaic Power Estimation Under Partial Shading Conditions

    Nikolaou, Nikolaos (et al.)

    Pages 13-25

  • Multi-objective Optimization for Power Load Recommendation Considering User’s Comfort

    Loebl, Jaroslav (et al.)

    Pages 26-32

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

    Fawzy, Dina (et al.)

    Pages 33-46

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

    Ali, Adhra (et al.)

    Pages 47-58

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-319-71643-5
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-319-71642-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Data Analytics for Renewable Energy Integration: Informing the Generation and Distribution of Renewable Energy
Book Subtitle
5th ECML PKDD Workshop, DARE 2017, Skopje, Macedonia, September 22, 2017, Revised Selected Papers
Editors
  • Wei Lee Woon
  • Zeyar Aung
  • Oliver Kramer
  • Stuart Madnick
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
10691
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-71643-5
DOI
10.1007/978-3-319-71643-5
Softcover ISBN
978-3-319-71642-8
Edition Number
1
Number of Pages
X, 133
Number of Illustrations and Tables
49 b/w illustrations
Topics