Studies in Computational Intelligence

Computational Sustainability

Editors: Lässig, Jörg, Kersting, Kristian, Morik, Katharina (Eds.)

  • Current research in the emerging field of Computational Sustainability
  • Focusing on novel concepts, models, algorithms, and systems
  • Written by experts in the field
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eBook $99.00
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  • ISBN 978-3-319-31858-5
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Hardcover $129.00
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  • ISBN 978-3-319-31856-1
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About this book

The book at hand gives an overview of the state of the art research in Computational Sustainability as well as case studies of different application scenarios. This covers topics such as renewable energy supply, energy storage and e-mobility, efficiency in data centers and networks, sustainable food and water supply, sustainable health, industrial production and quality, etc. The book describes computational methods and possible application scenarios.

Table of contents (12 chapters)

  • Sustainable Development and Computing—An Introduction

    Lässig, Jörg

    Pages 1-12

  • Wind Power Prediction with Machine Learning

    Treiber, Nils André (et al.)

    Pages 13-29

  • Statistical Learning for Short-Term Photovoltaic Power Predictions

    Wolff, Björn (et al.)

    Pages 31-45

  • Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks

    Aksanli, Baris (et al.)

    Pages 47-74

  • A Hybrid Machine Learning and Knowledge Based Approach to Limit Combinatorial Explosion in Biodegradation Prediction

    Wicker, Jörg (et al.)

    Pages 75-97

Buy this book

eBook $99.00
price for USA
  • ISBN 978-3-319-31858-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-3-319-31856-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Sustainability
Editors
  • Jörg Lässig
  • Kristian Kersting
  • Katharina Morik
Series Title
Studies in Computational Intelligence
Series Volume
645
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-31858-5
DOI
10.1007/978-3-319-31858-5
Hardcover ISBN
978-3-319-31856-1
Series ISSN
1860-949X
Edition Number
1
Number of Pages
VI, 276
Number of Illustrations and Tables
23 b/w illustrations, 75 illustrations in colour
Topics