000 03375nam a22005655i 4500
001 978-3-319-31858-5
003 DE-He213
005 20200421111848.0
007 cr nn 008mamaa
008 160420s2016 gw | s |||| 0|eng d
020 _a9783319318585
_9978-3-319-31858-5
024 7 _a10.1007/978-3-319-31858-5
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aComputational Sustainability
_h[electronic resource] /
_cedited by J�org L�assig, Kristian Kersting, Katharina Morik.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aVI, 276 p. 98 illus., 75 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Computational Intelligence,
_x1860-949X ;
_v645
505 0 _aSustainable 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.
520 _aThe 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.
650 0 _aEngineering.
650 0 _aEnergy efficiency.
650 0 _aManagement.
650 0 _aIndustrial management.
650 0 _aSoftware engineering.
650 0 _aComputational intelligence.
650 1 4 _aEngineering.
650 2 4 _aComputational Intelligence.
650 2 4 _aInformation Systems Applications (incl. Internet).
650 2 4 _aEnergy Efficiency (incl. Buildings).
650 2 4 _aSoftware Engineering.
650 2 4 _aInnovation/Technology Management.
700 1 _aL�assig, J�org.
_eeditor.
700 1 _aKersting, Kristian.
_eeditor.
700 1 _aMorik, Katharina.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319318561
830 0 _aStudies in Computational Intelligence,
_x1860-949X ;
_v645
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-31858-5
912 _aZDB-2-ENG
942 _cEBK
999 _c55948
_d55948