Computational Sustainability
by
 
Lässig, Jörg. editor.

Title
Computational Sustainability

Author
Lässig, Jörg. editor.

ISBN
9783319318585

Physical Description
VI, 276 p. 98 illus., 75 illus. in color. online resource.

Series
Studies in Computational Intelligence, 645

Contents
Sustainable Development and Computing - an Introduction -- Wind Power Prediction with Machine Learning -- Statistical Learning for Short-Term Photovoltaic Power Predictions -- Renewable Energy Prediction for Improved Utilization and Efficiency in Datacenters and Backbone Networks -- A Hybrid Machine Learning and Knowledge Based Approach to Limit Combinatorial Explosion in Biodegradation Prediction -- Feeding the World with Big Data: Uncovering Spectral Characteristics and Dynamics of Stressed Plants -- Global Monitoring of Inland Water Dynamics: State-of-the-art, Challenges, and Opportunities -- Installing Electric Vehicle Charging Stations City-Scale: How Many and Where? -- Computationally Efficient Design Optimization of Compact Microwave and Antenna Structures -- Sustainable Industrial Processes by Embedded Real-Time Quality Prediction -- Relational Learning for Sustainable Health -- ARM Cluster for Performant and Energy-efficient Storage.

Abstract
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.

Subject Term
Engineering.
 
Software engineering.
 
Management.
 
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
 
Information Systems Applications (incl. Internet). http://scigraph.springernature.com/things/product-market-codes/I18040
 
Energy Efficiency. http://scigraph.springernature.com/things/product-market-codes/118000
 
Software Engineering. http://scigraph.springernature.com/things/product-market-codes/I14029
 
Innovation/Technology Management. http://scigraph.springernature.com/things/product-market-codes/518000

Added Author
Lässig, Jörg.
 
Kersting, Kristian.
 
Morik, Katharina.

Added Corporate Author
SpringerLink (Online service)

Electronic Access
https://doi.org/10.1007/978-3-319-31858-5


LibraryMaterial TypeItem BarcodeShelf NumberStatus
IYTE LibraryE-Book2087600-1001Q342Online Springer