000 03626nam a22006375i 4500
001 978-3-319-13290-7
003 DE-He213
005 20240423125244.0
007 cr nn 008mamaa
008 141120s2014 sz | s |||| 0|eng d
020 _a9783319132907
_9978-3-319-13290-7
024 7 _a10.1007/978-3-319-13290-7
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
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.
650 0 _aData mining.
650 0 _aRenewable energy sources.
650 0 _aComputer science
_xMathematics.
650 0 _aEnergy policy.
650 0 _aEnergy and state.
650 1 4 _aArtificial Intelligence.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aRenewable Energy.
650 2 4 _aMathematics of Computing.
650 2 4 _aEnergy Policy, Economics and Management.
700 1 _aWoon, Wei Lee.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAung, Zeyar.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMadnick, Stuart.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
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
856 4 0 _uhttps://doi.org/10.1007/978-3-319-13290-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c175947
_d175947