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001 978-3-319-13290-7
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020 _a9783319132907
_9978-3-319-13290-7
024 7 _a10.1007/978-3-319-13290-7
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
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.
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 Computer Science,
_x0302-9743 ;
_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 _aComputer science.
650 0 _aRenewable energy resources.
650 0 _aComputer science
_xMathematics.
650 0 _aData mining.
650 0 _aArtificial intelligence.
650 0 _aRenewable energy sources.
650 0 _aAlternate energy sources.
650 0 _aGreen energy industries.
650 0 _aEnergy industries.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aRenewable and Green Energy.
650 2 4 _aMathematics of Computing.
650 2 4 _aEnergy Economics.
700 1 _aWoon, Wei Lee.
_eeditor.
700 1 _aAung, Zeyar.
_eeditor.
700 1 _aMadnick, Stuart.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319132891
830 0 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v8817
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-13290-7
912 _aZDB-2-SCS
912 _aZDB-2-LNC
942 _cEBK
999 _c58442
_d58442