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Data Analytics for Renewable Energy Integration : Third ECML PKDD Workshop, DARE 2015, Porto, Portugal, September 11, 2015. Revised Selected Papers

Author: Wei Lee Woon; Zeyar Aung; Stuart Madnick
Publisher: Cham : Springer International Publishing, 2015.
Series: Lecture notes in computer science, 9518.
Edition/Format:   eBook : Document : English : 1st ed. 2015View all editions and formats
Summary:
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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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Wei Lee Woon; Zeyar Aung; Stuart Madnick
ISBN: 9783319274294 3319274295 9783319274300 3319274309
OCLC Number: 935176599
Description: 1 online resource (VII, 155 Seiten 94 Illustrationen in color :) : Online-Ressource.
Contents: Imitative learningfor online planning in microgrids.- A novel central voltage-control strategyfor smart LV distribution networks.- Quantifying energy demand in mountainousareas.- Performance analysis of data mining techniques for improving theaccuracy of wind power forecast combination.- Evaluation of forecasting methodsfor very small-scale networks.- Classification cascades of overlapping featureensembles for energy time series data.- Correlation analysis for determiningthe potential of home energy management systems in Germany.- Predicting hourlyenergy consumption. Can regression modeling improve on an autoregressivebaseline.- An OPTICS clustering-based anomalous data filtering algorithm forcondition monitoring of power equipment.- Argument visualization and narrativeapproaches for collaborative spatial decision making and knowledgeconstruction: A case study for an offshore wind farm project.
Series Title: Lecture notes in computer science, 9518.
Responsibility: edited by Wei Lee Woon, Zeyar Aung, Stuart Madnick.

Abstract:

This bookconstitutes revised selected papers from the third ECML PKDD Workshop on DataAnalytics for Renewable Energy Integration, DARE 2015, held in Porto, Portugal,in September 2015. The 10 papers  Read more...

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