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020 _a9783319132907
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024 7 _a10.1007/978-3-319-13290-7
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
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072 7 _aCOM004000
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082 0 4 _a006.3
_223
245 1 0 _aData Analytics for Renewable Energy Integration
_h[electronic resource] :
_bSecond ECML PKDD Workshop, DARE 2014, Nancy, France, September 19, 2014, Revised Selected Papers /
_cedited by Wei Lee Woon, Zeyar Aung, Stuart Madnick.
250 _a1st ed. 2014.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aIX, 151 p. 63 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v8817
505 0 _aTowards Flexibility Detection in Device-Level Energy Consumption -- Balancing Energy Flexibilities Through Aggregation -- Machine Learning Prediction of Large Area Photovoltaic Energy Production -- The Research on Vulnerability Analysis in OpenADR for Smart Grid -- Improving an Accuracy of ANN-Based Mesoscale-Microscale Coupling Model by Data Categorization: With Application to Wind Forecast for Offshore and Complex Terrain Onshore Wind Farms -- PowerScope: Early Event Detection and Identification in Electric Power Systems -- Machine Learning Techniques for Supporting Renewable Energy Generation and Integration: A Survey -- A Framework for Data Mining in Wind Power Time Series -- Systematical Evaluation of Solar Energy Supply Forecasts -- Forecasting and Visualization of Renewable Energy Technologies Using Keyword Taxonomies -- Rooftop Detection for Planning of Solar PV Deployment: A Case Study in Abu Dhabi.
520 _aThis book constitutes revised selected papers from the second ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2014, held in Nancy, France, in September 2014. The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book.
650 0 _aArtificial intelligence.
_93407
650 0 _aData mining.
_93907
650 0 _aRenewable energy sources.
_94906
650 0 _aComputer science
_xMathematics.
_93866
650 0 _aEnergy policy.
_914226
650 0 _aEnergy and state.
_931819
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aData Mining and Knowledge Discovery.
_9104035
650 2 4 _aRenewable Energy.
_913722
650 2 4 _aMathematics of Computing.
_931875
650 2 4 _aEnergy Policy, Economics and Management.
_931820
700 1 _aWoon, Wei Lee.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9104038
700 1 _aAung, Zeyar.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9104039
700 1 _aMadnick, Stuart.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9104041
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319132891
776 0 8 _iPrinted edition:
_z9783319132914
830 0 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v8817
_9104044
856 4 0 _uhttps://doi.org/10.1007/978-3-319-13290-7
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