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Data analytics for renewable energy ...

Woon, Wei Lee.

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Data analytics for renewable energy integration = third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Data analytics for renewable energy integration/ edited by Wei Lee Woon, Zeyar Aung, Stuart Madnick.
Reminder of title:	third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015 : revised selected papers /
remainder title:	ECML PKDD Workshop
other author:	Woon, Wei Lee.
Published:	Cham :Springer International Publishing : : 2015.,
Description:	vii, 155 p. :ill., digital ;24 cm.
[NT 15003449]:	Imitative learning for online planning in microgrids -- A novel central voltage-control strategy for smart LV distribution networks -- Quantifying energy demand in mountainous areas -- Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination -- Evaluation of forecasting methods for very small-scale networks -- Classification cascades of overlapping feature ensembles for energy time series data -- Correlation analysis for determining the potential of home energy management systems in Germany -- Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline -- An OPTICS clustering-based anomalous data filtering algorithm for condition monitoring of power equipment -- Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project.
Contained By:	Springer eBooks
Subject:	Smart power grids - Congresses. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-27430-0
ISBN:	9783319274300$q(electronic bk.)

Data analytics for renewable energy integration = third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015 : revised selected papers /
Data analytics for renewable energy integrationthird ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015 : revised selected papers /[electronic resource] :ECML PKDD Workshopedited by Wei Lee Woon, Zeyar Aung, Stuart Madnick. - Cham :Springer International Publishing :2015. - vii, 155 p. :ill., digital ;24 cm. - Lecture notes in computer science,95180302-9743 ;. - Lecture notes in computer science ;5353..

Imitative learning for online planning in microgrids -- A novel central voltage-control strategy for smart LV distribution networks -- Quantifying energy demand in mountainous areas -- Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination -- Evaluation of forecasting methods for very small-scale networks -- Classification cascades of overlapping feature ensembles for energy time series data -- Correlation analysis for determining the potential of home energy management systems in Germany -- Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline -- An OPTICS clustering-based anomalous data filtering algorithm for condition monitoring of power equipment -- Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project.

This book constitutes revised selected papers from the third ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2015, held in Porto, Portugal, in September 2015. The 10 papers presented in this volume were carefully reviewed and selected for inclusion in this book.

ISBN: 9783319274300$q(electronic bk.)

Standard No.: 10.1007/978-3-319-27430-0doiSubjects--Topical Terms:

2108754
Smart power grids
--Congresses.

LC Class. No.: TK3105

Dewey Class. No.: 621.31

Data analytics for renewable energy integration = third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015 : revised selected papers /
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300 $a vii, 155 p. : $b ill., digital ; $c 24 cm.
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505 0 $a Imitative learning for online planning in microgrids -- A novel central voltage-control strategy for smart LV distribution networks -- Quantifying energy demand in mountainous areas -- Performance analysis of data mining techniques for improving the accuracy of wind power forecast combination -- Evaluation of forecasting methods for very small-scale networks -- Classification cascades of overlapping feature ensembles for energy time series data -- Correlation analysis for determining the potential of home energy management systems in Germany -- Predicting hourly energy consumption. Can regression modeling improve on an autoregressive baseline -- An OPTICS clustering-based anomalous data filtering algorithm for condition monitoring of power equipment -- Argument visualization and narrative approaches for collaborative spatial decision making and knowledge construction: A case study for an offshore wind farm project.
520 $a This book constitutes revised selected papers from the third ECML PKDD Workshop on Data Analytics for Renewable Energy Integration, DARE 2015, held in Porto, Portugal, in September 2015. The 10 papers presented in this volume were carefully reviewed and selected for inclusion in this book.
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650 2 4 $a Renewable and Green Energy. $3 928108
650 2 4 $a Mathematics of Computing. $3 891213
650 2 4 $a Energy Economics. $3 895644
700 1 $a Woon, Wei Lee. $3 2111563
700 1 $a Aung, Zeyar. $3 2111564
700 1 $a Madnick, Stuart. $3 2111565
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